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feat: sync V2 elite curated edition and README metrics [skip ci]

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Nubenetes Bot
2026-06-19 14:38:39 +00:00
parent 2b7f55ad9d
commit 600dceff4e
7 changed files with 1303 additions and 503 deletions
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@@ -6498,210 +6498,210 @@ INSERT INTO "resources" VALUES('https://github.com/jenkinsci/jenkinsfile-runner-
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INSERT INTO "resources" VALUES('https://github.com/jenkinsci/redis-fingerprint-storage-plugin','Redis Fingerprint Storage Plugin','','2020',0,'Practical implementation of Jenkins'' external fingerprint storage framework utilizing Redis. Solves local disk IO bottlenecks by shifting artifact tracking records to an in-memory Redis cluster, enhancing controller scalability.','Java','Repository','Advanced',0,'online','manual','57dd7330ac1a7413119727e01ba8a74fbf77e18d53bf3d6a9ad73619b1560890',100.0,1779030865,1,'2025-12-23T15:44:01Z',NULL,NULL,NULL,'["CI-CD", "Jenkins", "Data Persistence"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-12-23T15:44:01Z", "gh_stars": 5}');
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INSERT INTO "resources" VALUES('https://github.com/jwcesign/kubespider','github.com/jwcesign/kubespider','','2025',0,'Kubespider is an orchestration system designed to automate home lab media processing and down-load pipelines inside Kubernetes. It structures triggers and hooks that link download managers, indexes, and media players together in a unified cluster infrastructure.','Go','Orchestration Daemon','Intermediate',1,'online','manual','c01bd5f292cf9c606802836fafef759dcc7826bb431e0c5bc3122a4959de81dd',100.0,1781736046,1,'2026-06-18T00:40:46.892255+02:00',NULL,NULL,NULL,'["Operations", "Automation", "Media & Downloaders"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/jyguyomarch/awesome-productivity','Awesome Productivity','','2023',5,'A curated directory showcasing productivity systems, workspace organizers, automated scripting kits, and distraction-blocking helpers. Designed to aid engineers in maximizing throughput and focusing effort during large-scale development sprints.','Markdown','Awesome List','Beginner',0,'online','manual','9238763183600583444bc0f192be795dd46f7dafca3fddd1549c2ab4be2751ba',100.0,1779032780,1,'2024-08-14T18:07:32Z',NULL,NULL,NULL,'["Curation", "Awesome Lists", "Productivity"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_license": "CC0-1.0", "gh_pushed": "2024-08-14T18:07:32Z", "gh_stars": 3258, "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/k0sproject/k0s','K0s - Zero Friction Kubernetes','','2026',5,'The official open-source repository for the k0s Kubernetes distribution. Features active enterprise-grade developer tracks, offering built-in advanced networking plugins (Calico CNI, Kube-router), support for virtualized control planes, and automated bootstrapping tools without external dependencies.','Go','Software','Intermediate',1,'online','manual','f37622dd0c4b1af56b99fcafaed6d28bb205b45ddf8163c2b7f2ff94703519de',100.0,1779029367,1,'2026-06-13T20:52:30Z',NULL,NULL,NULL,'["Infrastructure", "Kubernetes Distributions", "Edge & IoT"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-06-13T20:52:30Z", "gh_stars": 6239}');
INSERT INTO "resources" VALUES('https://github.com/k3d-io/k3d','**k3d**','','2025',5,'Curator Insight features k3d as an indispensable utility for launching multi-node K3s clusters inside Docker containers. Live grounding in 2026 affirms k3d remains the leading choice for local multi-node Kubernetes orchestration, integration testing, and local CI/CD pipelines due to its rapid spin-up speeds and minimal resource footprint.','Go','Code Repository','Medium',0,'online','manual','1e0f444aea26eb430e2d4b07f4c8698449281ee28c0762368b55d0e00ed6f8fb',100.0,1779130494,1,'2026-06-12T09:56:54Z',NULL,NULL,NULL,'["Local Development", "Kubernetes Environments", "k3d"]','["[DE FACTO STANDARD]"]','["docs/matrix-table.md", "docs/rancher.md"]','["rancher.md", "matrix-table.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-12T09:56:54Z", "gh_stars": 6458}');
INSERT INTO "resources" VALUES('https://github.com/k3s-io/k3s-ansible','github.com/k3s-io/k3s-ansible 🌟','','2024',4,'The production-standard repository for automating K3s lightweight Kubernetes cluster deployments using Ansible. Fully covers control plane initialization, high availability setups, and agent cluster joins.','YAML','github_repo','Advanced',0,'online','manual','bc9baa2b6f31866a899f49c3819a111990dcd28bc892b6fe3464f4d752901bc8',100.0,1779030932,1,'2026-06-08T17:08:45Z',NULL,NULL,NULL,'["Cloud Native & Orchestration", "Kubernetes", "Bootstrap & Cluster Ops"]','["[ENTERPRISE-STABLE]"]','["docs/ansible.md"]','["ansible.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T17:08:45Z", "gh_stars": 2804}');
INSERT INTO "resources" VALUES('https://github.com/k8gb-io/k8gb','k8gb 🌟','','2025',5,'A CNCF sandbox Global Server Load Balancing (GSLB) operator designed to deliver geo-redundancy and high availability across physical datacenters and regions. k8gb utilizes local CoreDNS engines to provide intelligent, active-passive, and geo-routed client traffic redirection without vendor lock-in.','Go','Operator','High',1,'online','manual','f00c6a779ebaa2c156c2e822c1c809b3d28e45b8ddedd7f505dc7fc42ec425d9',100.0,1779031164,1,'2026-06-13T05:33:49Z',NULL,NULL,NULL,'["Networking & Security", "Global Load Balancing", "GSLB Operator"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T05:33:49Z", "gh_stars": 1177}');
INSERT INTO "resources" VALUES('https://github.com/k8s-ruby/k8s-ruby','k8s-ruby: Kubernetes Ruby Client','','2025',5,'An alternative Ruby client library for native Kubernetes API execution. Integrates intuitive REST interfaces and dynamic resource creation patterns for developers running Ruby-based clusters.','Ruby','Library','Intermediate',0,'online','manual','97fb9ab542f1c54b1309f699e6433993f6bf2504fddd9401d4bfce9be93854c0',100.0,1779031810,1,'2025-04-10T09:35:00Z',NULL,NULL,NULL,'["Cloud Native & K8s", "Kubernetes API", "Ruby Client"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-client-libraries.md"]','["kubernetes-client-libraries.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-04-10T09:35:00Z", "gh_stars": 75}');
INSERT INTO "resources" VALUES('https://github.com/k8snetworkplumbingwg/multus-cni','multus-cni 🌟','','2025',4,'A Container Network Interface (CNI) plugin that enables attaching multiple network interfaces to a single Kubernetes pod, delegating individual networks to auxiliary CNIs (such as Calico, Flannel, or SR-IOV). It remains the absolute standard in 2026 for high-performance networks, telecom applications, and dual-homed containers.','Go','CNI Plugin','High',0,'online','manual','d92f8ee99e39644a7d84ec9acbe3fdd53f0406aefc9e71b50cf1beb8c1f27297',100.0,1779032966,1,'2026-06-11T13:59:02Z',NULL,NULL,NULL,'["Networking", "CNI", "Multi-Network"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T13:59:02Z", "gh_stars": 2882}');
INSERT INTO "resources" VALUES('https://github.com/k8spacket/k8spacket','github.com/k8spacket/k8spacket','','2026',3,'K8spacket is an eBPF-based network analyzer designed to visualize network packet flows, latencies, and TCP connection anomalies across active namespaces. By using eBPF, it captures network performance data with negligible resource overhead compared to standard sidecar proxies. The project is popular for troubleshooting application latency issues and tracing microservice request dependencies.','Go','Monitoring Tool','Advanced',0,'online','manual','003de0d61b362f760e7006be4c38f3b2ed7b99b4349977e09fd071c7140ee6ff',100.0,1779032800,1,'2026-05-12T11:01:07Z',NULL,NULL,NULL,'["Networking", "eBPF Diagnostics", "Traffic Analysis"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-12T11:01:07Z", "gh_stars": 1097}');
INSERT INTO "resources" VALUES('https://github.com/k8spatterns/examples','github.com/k8spatterns/examples','','2026',5,'A repository of YAML examples and pattern templates implementing cloud-native architecture paradigms. Features concrete structures for sidecars, singletons, initialization processes, and stateful controller patterns that are highly useful as blueprints for designing robust cloud services.','YAML','Code Examples','Intermediate',0,'online','manual','f87e3ea5190419cd586e80ac9c52fb077c096de91a8bc0e379d90136f7750057',100.0,1779032406,1,'2026-03-29T04:12:06Z',NULL,NULL,NULL,'["Architecture", "Design Patterns", "Standard Practice"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-03-29T04:12:06Z", "gh_stars": 1073}');
INSERT INTO "resources" VALUES('https://github.com/k8spin/k8spin-operator','K8Spin Operator 🌟','','2024',5,'An early multi-tenant operator created to carve out isolated tenant partitions quickly. While development has slowed in favor of modern virtual-cluster controllers, its early designs show useful approaches for tenant namespace boundaries.','Go','Repository','Intermediate',0,'online','manual','f4b1ddc6ea7a2d8eabc6c739bf2d12fcd192196a500e4e61e0b7d932e01854f0',100.0,1779033092,1,'2026-04-16T19:01:23Z',NULL,NULL,NULL,'["Platform Engineering", "Multi-Tenancy", "Resource Isolation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "GPL-3.0", "gh_pushed": "2026-04-16T19:01:23Z", "gh_stars": 217}');
INSERT INTO "resources" VALUES('https://github.com/k8spin/k8spin-operator/projects/1',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','N/A',100.0,1779031497,0,'2026-05-17T17:24:57.962672+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-operators-controllers.md"]','[]','{}','{}');
INSERT INTO "resources" VALUES('https://github.com/k8tz/k8tz','k8tz/k8tz: Kubernetes Timezone Controller','','2021',3,'An admission controller that automates timezone configuration inside Kubernetes container workloads. It mounts host tzdata directories and sets dynamic environment options without manual pod manifest updates.','Go','Admission Webhook','Intermediate',0,'online','manual','a64f987f4dedbaa17530da19806794fc566d687ca0e528505685cdb59500e3e6',100.0,1779032248,1,'2026-03-07T16:40:30Z',NULL,NULL,NULL,'["Cluster Management", "Localization", "Timezone Controller"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-07T16:40:30Z", "gh_stars": 524}');
INSERT INTO "resources" VALUES('https://github.com/k8zdev/k8z',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','06d16609a3b8391678fc8b1ca65ba2ed7836c15c8a05d08229383793abe67ea1',100.0,1779032157,0,'2026-05-17T17:35:57.690827+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-based-devel.md"]','[]','{}','{}');
INSERT INTO "resources" VALUES('https://github.com/kabisa/k8s-workshop-in-a-box','GitHub: K8s workshop in a box','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','6dda7bfd518f753f1d5e4f2ccf57f4a1d3b30b35e0432095136a5106df283f28',100.0,1779030430,1,'2026-05-17T17:07:10.714710+02:00',NULL,NULL,NULL,'[]','[]','["docs/demos.md"]','[]','{}','{}');
INSERT INTO "resources" VALUES('https://github.com/kadalu/kadalu','Kadalu','','2026',5,'Kadalu is a lightweight, container-native storage solution that utilizes GlusterFS to orchestrate persistent volumes inside Kubernetes. It runs storage services inside application pods as microservices, offering a lightweight alternative to external GlusterFS cluster configurations.','Python','Orchestrator','Medium',1,'online','manual','969e8e892e60028fbae8a8a8fa5682d0a7f4a47e4acef21ac9a6aa354f8e0ef9',100.0,1779031087,1,'2026-02-10T23:35:35Z',NULL,NULL,NULL,'["Storage", "Kubernetes Storage", "GlusterFS Orchestration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-storage.md", "docs/kubernetes-tools.md"]','["kubernetes-tools.md", "kubernetes-storage.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-02-10T23:35:35Z", "gh_stars": 748}');
INSERT INTO "resources" VALUES('https://github.com/kahun/awesome-sysadmin','Awesome SysAdmin','','2026',4,'The premier community-led index indexing system administration tools and software solutions. Essential for discovering stable, self-hosted services for network mapping, backups, monitoring, and automated system setups.','Markdown','Awesome List','Intermediate',0,'online','manual','594c9d69863a2c5a63ba36f38119ddae68a8631f14f063c1d682ac6c69caccef',100.0,1779033218,1,'2024-03-26T23:45:17Z',NULL,NULL,NULL,'["Infrastructure & Operations", "Systems Administration", "Tools and Infrastructure"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2024-03-26T23:45:17Z", "gh_stars": 24308, "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kairos-io/kairos','github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux'' meta-distribution','','2023',5,'Kairos is an open-source, immutable Linux meta-distribution optimized specifically for edge and cloud-native Kubernetes deployments. It treats the base operating system as an appliance, allowing declarative, zero-touch provisioning and atomic node upgrades.','Go','Open Source Tool','Advanced',0,'online','manual','83500ef3c1bda65b42ac3667f5f5d971e25176644287ca7fb7708c423a3f1aa7',100.0,1779032213,1,'2026-06-12T06:00:33Z',NULL,NULL,NULL,'["Infrastructure", "OS", "Immutable Infrastructure"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T06:00:33Z", "gh_stars": 1739}');
INSERT INTO "resources" VALUES('https://github.com/kakao/ipvs-node-controller','ipvs-node-controller','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb',100.0,1779032902,0,'2026-05-17T17:48:22.841239+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kakao/network-node-manager"}');
INSERT INTO "resources" VALUES('https://github.com/kakao/network-node-manager','Network Node Manager','','2024',3,'A specialized network daemon developed by Kakao for optimizing node-level routing rules and handling network interfaces inside Kubernetes. Live Grounding shows that this utility targets bare-metal clusters, streamlining system-level network management while improving connectivity troubleshooting in on-premise cloud infrastructure.','Go','Tool','Advanced',0,'online','manual','82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb',100.0,1779030462,1,'2023-06-27T08:35:15Z',NULL,NULL,NULL,'["Networking & Security", "Kubernetes Networking", "Deep Dive"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-networking.md"]','["kubernetes-tools.md", "kubernetes-networking.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-06-27T08:35:15Z", "gh_stars": 109}');
INSERT INTO "resources" VALUES('https://github.com/kapicorp/tesoro','Tesoro','','2023',5,'An admission controller webhook designed to streamline secrets synchronizations and handle decoding actions securely. Ensures raw secret assets are safely verified before injecting configuration data into target runtimes.','Go','Webhook','Advanced',1,'online','manual','3e89efe9ad2dd94d5dc8e64eae88eaecf8ad64c88129fd5f828fbb42bc98f197',100.0,1779034462,1,'2024-12-23T09:15:23Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Integration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-12-23T09:15:23Z", "gh_stars": 37}');
INSERT INTO "resources" VALUES('https://github.com/karampok/dnsconfig-injector','github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig'' pod injection','','2021',5,'A specialized Mutating Admission Webhook that injects customized `dnsConfig` schemas into target pods at runtime. This alleviates the need for manual configuration of resolving hosts inside microservices manifests. Live usage points to a stable but legacy posture, as native Kubernetes DNS config inheritance has matured.','Go','Webhook','Medium',0,'online','manual','bcba8d6046cf71c04000925bf020129c5a34957900e326a462ef30def87fcf6f',100.0,1779029689,1,'2023-01-19T14:35:31Z',NULL,NULL,NULL,'["Networking & Security", "Admission Control", "DNS Configuration"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-01-19T14:35:31Z", "gh_stars": 30}');
INSERT INTO "resources" VALUES('https://github.com/kareem-elsayed/k8s-alerts','k8s-alert','','2021',5,'A lightweight alerting manager focusing on pod anomalies and failures. It continuously monitors target namespaces and fires instant notification signals when operational errors occur.','Go','Controller','Intermediate',1,'online','manual','60cdc212f50e6ff4577ece9577830f5dbba57852efcb788c9efe0c27e1232d4c',100.0,1779032224,1,'2020-06-07T11:13:50Z',NULL,NULL,NULL,'["Observability", "Alerting & Notifications", "Crash Tracking"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2020-06-07T11:13:50Z", "gh_stars": 21}');
INSERT INTO "resources" VALUES('https://github.com/karmab/autolabeller','karmab/autolabeller','','2021',0,'An automation tool designed to automatically apply labels to Kubernetes resources, nodes, or namespaces based on defined criteria or attributes. It reduces the manual configuration overhead required for policy bindings and scheduling selectors. In 2026, it represents a niche community utility for large cluster metadata automation.','Go','Kubernetes Controller','Low',0,'online','manual','020ff7c3888461a640efd5f8af6428187dc97a5fda243493126b987c75bfb148',100.0,1781736046,1,'2026-06-18T00:40:46.880410+02:00',NULL,NULL,NULL,'["Infrastructure", "Automation", "Labeling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/karmada-io/karmada','Karmada','','2025',5,'An advanced Kubernetes-native multi-cluster management federation engine. Karmada enables seamless scheduling of workloads across diverse clouds and regions, featuring intelligent resource distribution, policy-driven failovers, and unified control planes.','Go','Service','High',1,'online','manual','3aef34b0fb72477fa0d3b6d2ab6c60cd0b63da46a9c2c031033d849540d26186',100.0,1779033575,1,'2026-06-09T12:30:28Z',NULL,NULL,NULL,'["Infrastructure", "Multi-Cluster Management", "Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-09T12:30:28Z", "gh_stars": 5498}');
INSERT INTO "resources" VALUES('https://github.com/kaysalawu/azure-network-terraform','==github.com/kaysalawu/azure-network-terraform: Azure Network Architecture'' - Terraform Examples== 🌟','','2023',3,'An open-source showcase hosting realistic Azure network configurations in Terraform. Includes configurations for multi-region topologies, peering dynamics, routing tables, and private DNS zones.','HCL','Repository','Intermediate',0,'online','manual','64f717ef6566abf02ae63e455379f7ccbba00b0573f5091e19adf365e9ad05dd',100.0,1779031567,1,'2025-03-03T18:27:43Z',NULL,NULL,NULL,'["Azure", "Networking", "Examples"]','["[COMMUNITY-TOOL]"]','["docs/terraform.md"]','["terraform.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-03-03T18:27:43Z", "gh_stars": 96}');
INSERT INTO "resources" VALUES('https://github.com/kbrew-dev/kbrew','kbrew','','2022',1,'Kbrew functions as an experimental package manager for local Kubernetes configurations, attempting to bring a Homebrew-like ease of installation to manifest files. It streamlines package delivery for local developer environments, although it has struggled to gain mainstream traction against established tools like Helm or Kustomize.','Go','CLI Tool','Medium',0,'online','manual','ebf2ad52ddb9b288cfb946fc99ca3679d7d1b66b60501c3195c0bb6ab8eebf47',100.0,1779032337,1,'2023-02-25T08:32:05Z',NULL,NULL,NULL,'["Package Management", "Developer Tools", "CLI Wrappers"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-02-25T08:32:05Z", "gh_stars": 189}');
INSERT INTO "resources" VALUES('https://github.com/kbst/terraform-kubestack','Kubestack Gitops Framework','','2026',5,'An open-source Terraform-driven GitOps framework configured to simplify public cloud Kubernetes platform deployments and application configurations. It leverages native inheritance behaviors of Terraform modules to manage multi-cluster topologies predictably. It bridges infrastructure provisioning and GitOps continuous delivery workflows.','HCL','Tool','Advanced',0,'online','manual','1c7edd4c9d6401f5eba913aa11e7c506cccaed485d6d34ca8d953d7dbba841e2',100.0,1779030119,1,'2026-03-05T13:40:32Z',NULL,NULL,NULL,'["Declarative GitOps", "GitOps Frameworks", "Kubestack"]','["[DE FACTO STANDARD]"]','["docs/kustomize.md"]','["kustomize.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-05T13:40:32Z", "gh_stars": 709}');
INSERT INTO "resources" VALUES('https://github.com/kbterm/kubeterm','Kubeterm: Graphical Management Tool for Kubernetes','','2025',2,'An open-source desktop client designed to simplify Kubernetes administration and performance monitoring. By rendering graphical resource mappings, it significantly lowers the cognitive load required to debug deployments, services, and complex namespaces.','TypeScript','Desktop Application','Intermediate',0,'online','manual','a500e3c7fae776d02576040c710ebfa689b21d37eea1d6bea7c2f76456a7b354',100.0,1779031677,1,'2026-06-11T09:32:39Z',NULL,NULL,NULL,'["Cluster Management", "GUI Tools", "Desktop Clients"]','["[COMMUNITY-TOOL]"]','["docs/devops-tools.md", "docs/kubernetes-tools.md", "docs/kubernetes.md"]','["devops-tools.md", "kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-11T09:32:39Z", "gh_stars": 211}');
INSERT INTO "resources" VALUES('https://github.com/kcp-dev/kcp','kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster'' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters','','2021',5,'KCP acts as a highly customizable prototype of a Kubernetes API server that functions completely independent of physical container nodes. It serves as a foundational platform for control plane building, multi-cluster API management, and physical-compute scheduling abstraction.','Go','API Server Platform','Advanced',1,'online','manual','c7cc544dca954749c4eeacaa25de4b3416a07972f436da2f735864856cd2253f',100.0,1779034217,1,'2026-06-12T13:16:58Z',NULL,NULL,NULL,'["Platform Engineering", "Control Plane Design", "API Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T13:16:58Z", "gh_stars": 2785}');
INSERT INTO "resources" VALUES('https://github.com/kedacore/keda/issues/2214','github.com/kedacore/keda/issues/2214','','2024',5,'Technical GitHub issue discussion within the KEDA repository, offering granular insight into community-driven debugging, performance tuning, and architectural refinement. Reflects the active, battle-tested maintenance of this vital cloud-native project.','Go','Repository','Advanced',0,'online','manual','27b7f60ec0e2d61d94876b2753262615382e6b310b314bc5f171c2450331c3ef',100.0,1779033783,1,'2026-06-11T15:09:37Z',NULL,NULL,NULL,'["Infrastructure & Platform", "Autoscaling", "Event-Driven Scaling"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-autoscaling.md"]','["kubernetes-autoscaling.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T15:09:37Z", "gh_stars": 10282}');
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INSERT INTO "resources" VALUES('https://github.com/keikoproj/upgrade-manager','RollingUpgrade','','2024',5,'An AWS-integrated upgrade manager operator that coordinates automated rolling restarts and updates of autoscaling group instances. Ensures worker nodes are drained safely and sequentially without causing disruptions to critical services.','Go','Operator','High',0,'online','manual','d966c0567f646a6f7239b576354fe976099c233a7e6d06d5e2fd4c67262083ef',100.0,1779031850,1,'2026-06-08T15:58:15Z',NULL,NULL,NULL,'["Infrastructure", "Node Provisioning", "Rolling Upgrades"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T15:58:15Z", "gh_stars": 138}');
INSERT INTO "resources" VALUES('https://github.com/keisku/kubectl-explore','keisku/kubectl-explore','','2021',3,'An interactive terminal explorer extension designed to inspect API schema models and CRD fields. It features deep navigation options, helping authors look up configurations without opening web browsers.','Go','Kubectl Plugin','Intermediate',0,'online','manual','755acd1bec581daa8b9fc1418121366675aaf8d2d0563b94f7adf72e70f9c0a4',100.0,1779033570,1,'2025-11-10T02:10:45Z',NULL,NULL,NULL,'["Development & Testing", "Kubectl Plugins", "API Discovery"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-11-10T02:10:45Z", "gh_stars": 599}');
INSERT INTO "resources" VALUES('https://github.com/keisku/kubectl-secretdata','kei6u/kubectl-secret-data','','2026',5,'A highly convenient kubectl plugin that decodes nested Secret structures instantly. By outputting plain text directly to standard output, it eliminates manual base64 decoding loops, drastically reducing troubleshooting overhead for operations teams who frequently audit cluster application states.','Go','Tool','Beginner',0,'online','manual','ee768c8abfb1aeb04cebb08e42c635d1a286b38775c0f5aef59705b39d078d21',100.0,1779130494,1,'2024-10-10T04:57:50Z',NULL,NULL,NULL,'["Security", "Configuration Secrets", "CLI Decoders"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md", "docs/kubernetes.md"]','["kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-10-10T04:57:50Z", "gh_stars": 39}');
INSERT INTO "resources" VALUES('https://github.com/kellyjonbrazil/jc','jc','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','9dec699090fd93513e00b0ec06001ef0ac4d73a6c1d973ec4384746c3651574f',100.0,1779029941,1,'2026-05-17T16:59:01.176151+02:00',NULL,NULL,NULL,'[]','[]','["docs/yaml.md"]','[]','{}','{"gh_license": "MIT", "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/cmd-tutorial','kelseyhightower/cmd-tutorial','','2020',0,'An educational reference by Kelsey Hightower showcasing CLI orchestration, process controls, and shell command integration. Provides idiomatic patterns for system administrators and automation engineers writing resilient command wrapper scripts.','Shell','Repository','Intermediate',0,'online','manual','879ea51140874f0e5325d770b63bdee404594fba8d1427597f808ec9ca1b2a3c',100.0,1781735865,1,'2026-06-18T00:37:45.869592+02:00',NULL,NULL,NULL,'["DevOps & Delivery", "Developer Tools", "CLI Automation"]','["[COMMUNITY-TOOL]"]','["docs/GoogleCloudPlatform.md"]','["GoogleCloudPlatform.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/kubernetes-the-hard-way','**Kelsey Hightower: kubernetes the hard way**','','2026',5,'Kelsey Hightower''s legendary guide for bootstrapping highly available clusters manually without automated installers. It details SSL/TLS certificate generation, etcd cluster builds, and control plane daemon setup (kube-apiserver, kube-scheduler, etc.), representing the gold standard for understanding low-level Kubernetes engineering.','Markdown/Shell','Repository','Advanced',0,'online','manual','800e0a795b4a366e7b76f2a1ae7edd9ca784da27ecc1b1558022da1605b782fe',100.0,1779030473,1,'2025-04-10T06:11:47Z',NULL,NULL,NULL,'["Provisioning", "Bootstrapping", "Learning"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-04-10T06:11:47Z", "gh_stars": 48654}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/nocode','github.com/kelseyhightower/nocode','','2020',5,'Kelsey Hightower''s legendary satirical repository highlighting that the best way to write secure, bug-free, and highly maintainable software is by writing ''no code'' at all. Highly popular and philosophically beloved in the cloud-native ecosystem.','N/A','Repository','Beginner',0,'online','manual','fd676c4e8b8bca93c3651217646c9d03b6b24722159f45e70eababb6cad8170a',100.0,1779033025,1,'2024-08-07T03:19:12Z',NULL,NULL,NULL,'["DevOps Philosophy", "Software Engineering", "No Code Movement"]','["[DE FACTO STANDARD]"]','["docs/demos.md"]','["demos.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-08-07T03:19:12Z", "gh_stars": 65387}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/serverless-vault-with-cloud-run','github.com/kelseyhightower: Serverless Vault with Cloud Run','','2020',3,'An architectural blueprint designed by Kelsey Hightower illustrating how to run HashiCorp Vault inside a Google Cloud Run serverless container environment. Demonstrates minimizing operational and infrastructure overhead while maintaining a hardened, low-latency secret-vending cluster.','Shell','Tutorial','Advanced',1,'online','manual','144443bedcd44d5c233af5b4babdfd85e3e39b6b968263cfc2088c040742d87f',100.0,1779034425,1,'2022-04-28T16:47:21Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Serverless Integration"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','["docs/devsecops.md"]','["devsecops.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-04-28T16:47:21Z", "gh_stars": 407}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-jenkins-library','Keptn Jenkins Shared Library','','2022',1,'A pipeline-as-code integration allowing Jenkins jobs to dispatch Keptn-driven operations such as performance testing, quality gate validation, and continuous remediation, combining classic CI with modern orchestrators.','Groovy','Tool','Advanced',1,'online','manual','26861281d7504b3fd920a169ac339703db24bf8fa5ef0c69b9923d325280540c',100.0,1779034395,1,'2026-06-09T16:52:44Z',NULL,NULL,NULL,'["Cloud Native Lifecycle", "CI/CD Pipelines", "Jenkins Integration"]','["[COMMUNITY-TOOL]"]','["docs/keptn.md"]','["keptn.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-09T16:52:44Z", "gh_stars": 8}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-on-k3s','Keptn Control Plane on k3s','','2022',2,'A sandbox project demonstrating how to host Keptn''s automated cloud-native application delivery and lifecycle control plane directly on a highly efficient K3s edge engine.','Shell','Tool','Advanced',1,'online','manual','3c7518266349b165d696054dd97260bf19244d4c1a815f3a1fc28dd966b106e6',100.0,1779032455,1,'2022-12-27T14:14:06Z',NULL,NULL,NULL,'["Edge & IoT", "Application Lifecycle", "Keptn"]','["[COMMUNITY-TOOL]"]','["docs/rancher.md"]','["rancher.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-27T14:14:06Z", "gh_stars": 29}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md','github.com/keptn-sandbox/keptn-on-k3s: Tutorial: Keptn for Dynatrace Users'' in 5 Minutes 🌟','','2021',1,'Lightweight integration environment designed to host a full-featured Keptn sandbox on a resource-constrained K3s Kubernetes cluster, integrated with Dynatrace agents for rapid performance evaluations.','Shell','Tool','Intermediate',1,'online','manual','f0a91872d2c8650189f480e42e9579c7fd416c1e8ce8326eaacaba5f0e6935bb',100.0,1779030526,1,'2022-12-27T14:14:06Z',NULL,NULL,NULL,'["Cloud Native Lifecycle", "Local Environments", "K3s Sandboxing"]','["[COMMUNITY-TOOL]"]','["docs/keptn.md"]','["keptn.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-27T14:14:06Z", "gh_stars": 29}');
INSERT INTO "resources" VALUES('https://github.com/kevincobain2000/gobrew','==gobrew== 🌟','','N/A',0,'Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development.','English','Repository','Beginner',0,'online','manual','5dd3ab53b74ac074ee51daa9a73555ebfe9108e7b1dc96b69e794beb156cf1de',100.0,1779029421,1,'2026-06-13T15:32:25Z',NULL,NULL,NULL,'["Programming Languages", "Go", "Version Managers"]','["[COMMUNITY-TOOL]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-13T15:32:25Z", "gh_stars": 423}');
INSERT INTO "resources" VALUES('https://github.com/kgamanji/cluster-api-helm-chart','github.com: Cluster API Helm Chart','','2021',5,'A community-driven Helm chart designed to package and deploy Cluster API (CAPI) resources and operators inside a management cluster. While it simplified CAPI components deployment via traditional Helm CI/CD pipelines, current production standards in 2026 have shifted entirely to official declarative setups via clusterctl or native GitOps operators, rendering this chart obsolete.','Go','Tool','Intermediate',0,'online','manual','ea92989949e8f13357fc2d50a39a477353c480bcbdc20bb7b6e30fd0147ccb8c',100.0,1779033716,1,'2022-12-07T05:00:25Z',NULL,NULL,NULL,'["Infrastructure", "Cluster Management", "Cluster API"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-07T05:00:25Z", "gh_stars": 58}');
INSERT INTO "resources" VALUES('https://github.com/kiali/kiali','github.com: kiali','','2023',5,'The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio.','TypeScript','Repository','High',1,'online','manual','2480f773a33856863c8670f3bea2635dfda728b24622b721a197dd4aeafa568c',100.0,1779030986,1,'2026-06-12T17:36:45Z',NULL,NULL,NULL,'["Observability", "Service Mesh", "Visualization"]','["[DE FACTO STANDARD]"]','["docs/istio.md"]','["istio.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T17:36:45Z", "gh_stars": 3617}');
INSERT INTO "resources" VALUES('https://github.com/kingdonb/kubectl-exec-user','kingdonb/kubectl-exec-user','','2022',0,'A specialized kubectl plugin built to execute shell commands inside containers using specific administrative user IDs. While helpful for testing boundary conditions under Pod Security Standards, it has lost active maintenance in favor of native kubectl capabilities.','Go','CLI Plugin','Intermediate',0,'online','manual','1970a12b050cc49de276333988a9efcb3c8155d16a60510de68f114ad01b11c8',100.0,1781736047,1,'2026-06-18T00:40:47.002810+02:00',NULL,NULL,NULL,'["Operations", "CLI Tooling", "Debugging"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/kinvolk/inspektor-gadget','inspektor-gadget','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a',100.0,1779030504,0,'2026-05-17T17:08:24.027143+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-troubleshooting.md"]','[]','{}','{"duplicate_of": "https://github.com/inspektor-gadget/inspektor-gadget"}');
INSERT INTO "resources" VALUES('https://github.com/kiosk-sh/kiosk',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,'duplicate','manual','3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8',100.0,1779030361,0,'2026-05-17T17:06:01.394090+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/loft-sh/kiosk"}');
INSERT INTO "resources" VALUES('https://github.com/kislyuk/yq','kislyuk/yq','','2025',5,'A Python wrapper adapting standard jq queries for YAML and XML schemas. Translates input formats to JSON under-the-hood, enabling powerful jq syntax across hybrid multi-format configs.','Python','CLI Tool','Medium',0,'online','manual','1bc322c020f441534148a6a8bbc9bbd2f443dfb40ccb74742a44ed1ba6297803',100.0,1779034296,1,'2026-01-02T08:37:10Z',NULL,NULL,NULL,'["Developer Workspace", "Command-Line Tooling", "JSON & YAML Manipulators"]','["[DE FACTO STANDARD]"]','["docs/yaml.md"]','["data-and-advanced-analytics.md", "yaml.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-01-02T08:37:10Z", "gh_stars": 2951, "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kkdai/youtube','kkdai/youtube','','N/A',0,'Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain reliable media extraction.','English','Repository','Intermediate',0,'online','manual','7623806bb8aeb5258b883e4ffa852e754df7f5f622b79cbbd1e5562cbf1f2fbf',100.0,1779032198,1,'2026-06-02T17:30:31Z',NULL,NULL,NULL,'["Media Utilities", "Go Packages", "YouTube Downloader"]','["[ENTERPRISE-STABLE]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-02T17:30:31Z", "gh_stars": 3899}');
INSERT INTO "resources" VALUES('https://github.com/kloeckner-i/db-auth-gateway','db-auth-gateway','','2021',5,'An open-source authentication gateway proxy designed to facilitate secure, IAM-mediated database connections. Minimizes credential sprawl by mapping incoming traffic identities directly to modern database authorization schemas.','Go','Repository','Advanced',0,'online','manual','ac50e3cf2d0b50aafc528d91b1ccb531d179186b38bff6042d4fd3c7ccce44fb',100.0,1779029941,1,'2023-03-28T07:15:17Z',NULL,NULL,NULL,'["Networking & Security", "Identity & Access", "Database Proxy"]','["[DE FACTO STANDARD]"]','["docs/GoogleCloudPlatform.md"]','["GoogleCloudPlatform.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-03-28T07:15:17Z", "gh_stars": 26}');
INSERT INTO "resources" VALUES('https://github.com/kloeckner-i/db-operator','DB Operator 🌟','','2024',5,'The DB Operator facilitates external and in-cluster database administration. It manages PostgreSQL and MySQL configurations natively by separating deployment credentials from application logic, automating dynamic user and table creation using custom resources.','Go','Operator','Advanced',0,'online','manual','ddfe1b5a928284973c02fe0de6b92aee3438c0d69bf127da4cba07b023639bfe',100.0,1779033658,1,'2025-07-21T12:46:30Z',NULL,NULL,NULL,'["Infrastructure", "Data Management", "Databases", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-07-21T12:46:30Z", "gh_stars": 163}');
INSERT INTO "resources" VALUES('https://github.com/knative-extensions/net-kourier','Kourier','','2019',3,'An Envoy-based Ingress gateway specifically designed to serve as the default network layer for Knative Serving. It provides a lightweight, highly responsive routing layer to handle rapid scale-to-zero cold starts.','Go','Ingress Controller','High',1,'online','manual','e4210d1375de505968620e89ed0560bb105706563b63091a87d44afa3e6e8cd6',100.0,1779130495,1,'2026-06-02T15:15:15Z',NULL,NULL,NULL,'["Networking", "Ingress & Routing", "Serverless"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-02T15:15:15Z", "gh_stars": 333}');
INSERT INTO "resources" VALUES('https://github.com/knative-sandbox/net-kourier','Kourier','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','6d937e09fdda9358ab0d0e5e5746021e695851e8717c93a063a34544c47478ad',100.0,1779034038,0,'2026-05-17T18:07:18.342531+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{}');
INSERT INTO "resources" VALUES('https://github.com/knative/client','kn: knative client','','2026',4,'The official CLI client (''kn'') for interacting with Knative installations, enabling rapid deployment of serving entities and management of decoupled event bindings.','Go','Repository / CLI','Intermediate',0,'online','manual','88865974aa4345b717c894b7236e08c485136a13b1c5196a71356ec59c029345',100.0,1779032835,1,'2026-06-11T15:10:27Z',NULL,NULL,NULL,'["Cloud Native", "Kubernetes Serverless", "Knative Tooling"]','["[ENTERPRISE-STABLE]"]','["docs/serverless.md"]','["serverless.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T15:10:27Z", "gh_stars": 385}');
INSERT INTO "resources" VALUES('https://github.com/knight42/kubectl-blame','==knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl==','','2019',2,'A Git-like ''blame'' extension for kubectl that identifies modification authors and dates for different resource configuration blocks. It uses Kubernetes metadata managed-fields to trace API modifications over time.','Go','Kubectl Plugin','Intermediate',0,'online','manual','da0e885eaac6c90d934385aa35502386fbc2d4afe1250298f0c735a3c84e365f',100.0,1779030025,1,'2026-06-02T13:24:17Z',NULL,NULL,NULL,'["Development & Testing", "Kubectl Plugins", "Resource Auditing"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-02T13:24:17Z", "gh_stars": 150}');
INSERT INTO "resources" VALUES('https://github.com/knorrie/network-examples','Linux networking examples and tutorials for advanced users','','2014',4,'A highly technical repository detailing configurations for advanced Linux routing, bridging, and virtual networking (VLAN, VXLAN, VRF). Live Grounding highlights its tremendous value for systems architects implementing Software-Defined Networking (SDN) solutions natively in Linux.','Shell','Repository','Advanced',0,'online','manual','7ea94a767469e547e4d9a27f47f9e273a29f72f6d4415221ae74bc9266ce3c67',100.0,1779032034,1,'2024-02-04T21:52:41Z',NULL,NULL,NULL,'["Infrastructure & Operations", "Networking", "Routing & Bridging"]','["[ENTERPRISE-STABLE]"]','["docs/linux.md"]','["linux.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2024-02-04T21:52:41Z", "gh_stars": 972}');
INSERT INTO "resources" VALUES('https://github.com/ko-build/ko','Ko: Easy Go Containers 🌟','','2018',5,'A fast, lightweight container image builder custom-tailored for Go applications. ko builds and publishes images without requiring a local Docker daemon, producing secure, minimal distroless-base images by default.','Go','Build Tool','Low',0,'online','manual','ed8acb2652a68ecb5f8338006bb303106ca4e52e8083619109e74571faf5d54b',100.0,1779130494,1,'2026-06-12T01:03:51Z',NULL,NULL,NULL,'["Developer Experience", "Image Building", "Go Development"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T01:03:51Z", "gh_stars": 8450}');
INSERT INTO "resources" VALUES('https://github.com/kodemore/chili','github.com/kodemore/chili','','2024',2,'Curator Insight presents Chili as a serialization library built on top of generic types. Live Grounding notes that while efficient for specific workloads, it operates in an environment largely dominated by Pydantic, which serves as the core parsing engine for modern APIs.','Python','Library','Intermediate',1,'online','manual','ca6885006b551d6ca95bed793d6975bcc619818ac3c5c9770cd6f1a8b37c04c8',100.0,1779031414,1,'2024-05-28T05:13:49Z',NULL,NULL,NULL,'["Software Engineering", "Python", "Serialization"]','["[COMMUNITY-TOOL]"]','["docs/python.md"]','["python.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-05-28T05:13:49Z", "gh_stars": 73}');
INSERT INTO "resources" VALUES('https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile','github.com/kohsuke/petclinic Jenkinsfile','','2017',0,'A historical Jenkinsfile configuration by Kohsuke Kawaguchi showcasing early Declarative Pipeline patterns for Java projects. Illustrates stage definitions, testing cycles, and artifact archival within a self-hosted Jenkins master node environment.','Groovy','Code Snippet','Intermediate',0,'online','manual','fed8b2b595e8e505bc8747251dd8a6e0629143f374a683e7dd397e2836584907',100.0,1781735920,1,'2026-06-18T00:38:40.995517+02:00',NULL,NULL,NULL,'["DevOps & CI/CD", "Jenkins", "Pipeline-as-Code"]','["[COMMUNITY-TOOL]"]','["docs/demos.md"]','["demos.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/komodorio/helm-dashboard','github.com/komodorio/helm-dashboard 🌟','','2025',4,'A real-time web UI dashboard tailored for managing, upgrading, and viewing Helm releases. It addresses the visibility gap for platform operators by facilitating live drift visualization, schema validation, and multi-version revision comparisons directly from a user-friendly browser interface.','Go','Web UI','Intermediate',0,'online','manual','c021e432bc52956f38a152dff3443fd2ef81d411c5b37fd1982d7055f9782895',100.0,1779030779,1,'2026-06-03T21:49:35Z',NULL,NULL,NULL,'["Platform Engineering", "Kubernetes GitOps & Packaging", "Helm Visualization & UI"]','["[ENTERPRISE-STABLE]"]','["docs/helm.md"]','["helm.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-03T21:49:35Z", "gh_stars": 5716}');
INSERT INTO "resources" VALUES('https://github.com/komodorio/validkube','==github.com/komodorio/validkube==','','2026',3,'Validkube is a unified web-based scanning utility that combines Polaris, Trivy, and Kube-linter to analyze and secure Kubernetes manifest configurations. By consolidating multiple linters, it allows platform engineers to quickly identify security flaws, deprecations, and configuration drift in raw YAML files. The tool is highly suited for quick manual checks and rapid validation workflows.','TypeScript','Web Application','Intermediate',0,'online','manual','0fa30497ff2d100c972d1ef838e8d2b127bd4927f5ee97df2632ae6bbd0e3e6b',100.0,1779032455,1,'2024-01-29T10:11:28Z',NULL,NULL,NULL,'["Security", "Manifest Validation", "Linting"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-01-29T10:11:28Z", "gh_stars": 839}');
INSERT INTO "resources" VALUES('https://github.com/konstructio/kubefirst','github.com/kubefirst/kubefirst','','2021',4,'Kubefirst (by Konstructio) delivers an instant, fully integrated GitOps platform on Kubernetes, orchestrating cert-manager, External Secrets, Vault, Argo CD, and Terraform. It offers a standardized Git-driven operations roadmap out of the box.','Go','GitOps Platform','High',1,'online','manual','47066c619929a6867e90af3d8e5cd2094050465ef536cb1042b8713c1cf1f5d8',100.0,1779130494,1,'2026-02-25T19:51:46Z',NULL,NULL,NULL,'["Infrastructure", "Platform Engineering", "GitOps Platforms"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-02-25T19:51:46Z", "gh_stars": 2049}');
INSERT INTO "resources" VALUES('https://github.com/konstruktoid/ansible-hvault-inventory','konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp'' Vault SSH OTP and local password rotation','','2024',2,'An advanced dynamic Ansible inventory script integrating directly with HashiCorp Vault. It automates credential rotation, securely requests temporary SSH One-Time Passwords (OTP), and pulls inventory variables dynamically from secure vaults.','Python','Source Code','Advanced',0,'online','manual','759cd5f0e526f9b0bb324dd8bf7e5b9751cf98fac874019854d773e43f2bcb6a',100.0,1779029507,1,'2026-04-12T19:45:50Z',NULL,NULL,NULL,'["Infrastructure as Code", "Ansible", "Secret Management"]','["[COMMUNITY-TOOL]"]','["docs/ansible.md"]','["ansible.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-04-12T19:45:50Z", "gh_stars": 23}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/kubernetes-operator','github.com/jenkinsci/kubernetes-operator: 🌟','','2022',5,'The official, production-ready Kubernetes custom controller designed to automate Jenkins lifecycle events inside Kubernetes. This system implements automated provisioning, backup restoration, plugin management, and dynamic execution architecture as first-class Custom Resource Definitions (CRDs).','Go','repository','Advanced',1,'online','manual','0e80ab5bc52150f8b2a7595bb6285d78841e7cb610ff408f7b77458b8b939194',100.0,1779033020,1,'2026-06-14T08:28:27Z',NULL,NULL,NULL,'["Infrastructure & DevOps", "Cloud Native Jenkins", "Kubernetes Operators"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-06-14T08:28:27Z", "gh_stars": 643, "gh_open_issues_30d": 45, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:40.717060+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/kubernetes-plugin','kubernetes-plugin: Kubernetes plugin for Jenkins 🌟','','2026',5,'Dynamically coordinates Jenkins execution environments by auto-provisioning isolated worker pods on-demand inside target Kubernetes clusters. It automatically scales runner capacities and terminates inactive pods to achieve optimal hyper-density cost control.','Java','Jenkins Plugin','Advanced',0,'online','manual','57202401d697c0131377b972aab9d95b3d55dc60d9299c98c5cee40647993509',100.0,1779029514,1,'2026-06-08T23:37:34Z',NULL,NULL,NULL,'["Hybrid Infrastructure", "Orchestration", "Kubernetes Provisioning"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T23:37:34Z", "gh_stars": 2305, "gh_open_issues_30d": 409, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:41.404445+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/opentelemetry-plugin','Jenkins opentelemetry-plugin 🌟','','2026',2,'Integrates Jenkins with OpenTelemetry to export performance metrics, agent health, and pipeline run traces directly to modern APM backends. Provides native visibility into build duration bottlenecks and system resource consumption across distributed build architectures.','Java','Repository','Advanced',0,'online','manual','be123d3750c03bafa0b7b8c25489fd2b6830c01cede9350f4ddd641814b376f4',100.0,1779031231,1,'2026-05-19T04:05:25Z',NULL,NULL,NULL,'["CI-CD", "Jenkins", "Observability"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-19T04:05:25Z", "gh_stars": 124, "gh_open_issues_30d": 63, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:42.097298+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/performance-plugin','performance-plugin','','2024',3,'This Jenkins CI plugin compiles, parses, and visualizes execution metrics from load testing utilities like JMeter, Taurus, and JUnit directly within build workflows. Architecturally, it helps teams enforce automated quality gates by failing pipelines based on strict metric thresholds (e.g., error percentages or response time limits).','Java','Plugin','Intermediate',0,'online','manual','22d6d28cff666db44b4d632e2e42d1b7fb4666af08312a1219a4608a52a40ce2',100.0,1779034502,1,'2026-06-03T07:06:16Z',NULL,NULL,NULL,'["CI/CD", "Jenkins", "Reporting Plugins"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md", "docs/performance-testing-with-jenkins-and-jmeter.md"]','["performance-testing-with-jenkins-and-jmeter.md", "jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-03T07:06:16Z", "gh_stars": 194, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:33:42.759302+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/pipeline-graph-view-plugin','pipeline-graph-view-plugin 🌟','','2025',5,'The underlying backend and visualization architecture for the Pipeline Graph View. Utilizing React components, it interfaces with Jenkins Core APIs to supply real-time execution graphs and state reporting without degrading the performance of the controller.','Java','Jenkins Plugin','Intermediate',0,'online','manual','ba00d1064e40668a6081b52c4c8ed27914b88071267d1e40b6b86bd98ccaeae1',100.0,1779033806,1,'2026-06-14T00:52:59Z',NULL,NULL,NULL,'["Continuous Integration", "User Experience", "Visualization"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-06-14T00:52:59Z", "gh_stars": 154, "gh_open_issues_30d": 89, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:43.437488+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/pipeline-utility-steps-plugin',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','48e9e1e257d81d49efe44b16e1e997f18b8b716ddd5516af8425f4f806e124d4',100.0,1779030012,0,'2026-05-17T17:00:12.108608+02:00',NULL,NULL,NULL,'[]','[]','["docs/jenkins.md"]','[]','{}','{"gh_open_issues_30d": 91, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:44.111244+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/plugin-installation-manager-tool','Plugin Installation Manager Tool','','2025',2,'A vital dependency management utility designed to download and package plugin bundles offline before launching controllers. Eradicates run-time dependency resolution issues inside restricted, isolated air-gapped container networks.','Java','CLI Tool','Intermediate',0,'online','manual','d8ec528d2f3c53c7df4a14cd3ebc9d75075feff1f88577db0ad0f7f7a352f6df',100.0,1779031340,1,'2026-06-01T03:55:38Z',NULL,NULL,NULL,'["CI/CD Infrastructure", "Plugin Management", "CLI Tooling"]','["[COMMUNITY-TOOL]"]','["docs/demos.md", "docs/jenkins.md"]','["jenkins.md", "demos.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-01T03:55:38Z", "gh_stars": 460, "gh_open_issues_30d": 62, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:44.809805+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/plugin-installation-manager-tool/releases/tag/plugin-management-parent-pom-1.1.0','Jenkins Plugin Manager CLI v1.1.0','','2021',2,'Stable tag release implementation of the command-line plugin installer. Integrates secure checksum validations, custom download mirrors, and optimized multi-threaded dependency sorting hierarchies.','Java','Release','Intermediate',0,'online','manual','c603d0ce63b1778b203690fef7cfbf3977cdb7abece5b55ad83b9cbf8aeaf26c',100.0,1779031216,1,'2026-06-01T03:55:38Z',NULL,NULL,NULL,'["CI/CD Infrastructure", "Plugin Management", "CLI Tooling"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-01T03:55:38Z", "gh_stars": 460, "gh_open_issues_30d": 62, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:45.478507+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/plugin-pom','Parent POM for Jenkins Plugins. Plugin POM 4.0','','2026',5,'The standardized parent Maven POM definition used by Jenkins plugins to enforce code quality, manage shared build dependencies, and utilize updated Jenkins core capabilities.','XML','Maven POM','Intermediate',0,'online','manual','773e935ca21ab90c922018742b2d031ed01432ebbdf5b7552aa2ec046b537cd2',100.0,1779029142,1,'2026-06-13T00:57:58Z',NULL,NULL,NULL,'["Frameworks & Ecosystem", "Development Resources", "Build Automation"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-13T00:57:58Z", "gh_stars": 75, "gh_open_issues_30d": 22, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:46.153869+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/plugin-pom/releases/tag/plugin-4.0','4.0 changelog','','2020',5,'Detailed release changelog outlining architectural changes, library upgrades, and toolchain standardizations introduced in the 4.0 lifecycle of the Plugin Parent POM.','Markdown','Release Notes','Intermediate',0,'online','manual','69cf1ebae93b526fa15ced159f2f29e65183746595d16b6bdf0b1a50df847f5c',100.0,1779033101,1,'2026-06-13T00:57:58Z',NULL,NULL,NULL,'["Frameworks & Ecosystem", "Development Resources", "Release Notes"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-13T00:57:58Z", "gh_stars": 75, "gh_open_issues_30d": 22, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:46.854176+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/prometheus-plugin','Jenkins Prometheus Metrics Plugin 🌟','','2026',5,'Exposes an endpoint directly scrapable by Prometheus server, outputting standardized Grafana-compatible metrics on JVM state, build durations, queue bottlenecks, and agent counts. Paramount for modern cloud-native Jenkins operations.','Java','Plugin','Medium',0,'online','manual','2cf76767144d78ee4c62433a58ae6052a1b901e39aa4b05b36f9668e9fa6f055',100.0,1779032243,1,'2026-06-08T01:32:43Z',NULL,NULL,NULL,'["Infrastructure", "Observability", "Performance"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T01:32:43Z", "gh_stars": 193, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:33:47.592735+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/pull-request-monitoring-plugin','Pull Request Monitoring 🌟','','2021',5,'Monitors open pull requests, pulling performance metrics and status metadata directly into the Jenkins user interface. It acts as a lightweight telemetry bridge for engineering teams focused on optimizing cycle times and PR evaluation pipelines.','Java','Jenkins Plugin','Intermediate',0,'online','manual','489ae91221a14bd7cdd4456faf5184688c49e272563d553ed46348c6681518ac',100.0,1779030598,1,'2025-06-26T13:41:45Z',NULL,NULL,NULL,'["Continuous Integration", "Pull Request Lifecycle", "Monitoring"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-06-26T13:41:45Z", "gh_stars": 10, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:33:48.283142+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/redis-fingerprint-storage-plugin','Redis Fingerprint Storage Plugin','','2020',0,'Practical implementation of Jenkins'' external fingerprint storage framework utilizing Redis. Solves local disk IO bottlenecks by shifting artifact tracking records to an in-memory Redis cluster, enhancing controller scalability.','Java','Repository','Advanced',0,'online','manual','57dd7330ac1a7413119727e01ba8a74fbf77e18d53bf3d6a9ad73619b1560890',100.0,1779030865,1,'2025-12-23T15:44:01Z',NULL,NULL,NULL,'["CI-CD", "Jenkins", "Data Persistence"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-12-23T15:44:01Z", "gh_stars": 5, "gh_open_issues_30d": 13, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:48.961506+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/remoting-opentelemetry-plugin','Jenkins Remoting monitoring with OpenTelemetry Plugin 🌟','','2021',1,'This repository implements agent trace propagation by reporting telemetry data of Jenkins Remoting protocols. By wrapping the remoting layer, it helps isolate latency issues and keep-alive failures between controllers and remote agents.','Java','Repository','Advanced',0,'online','manual','147297dc6f58eae56e949b970cdbe3b8130fe88a2b44563360a948c818a14549',100.0,1779030855,1,'2024-08-09T09:16:22Z',NULL,NULL,NULL,'["CI-CD", "Jenkins", "Agent Management"]','["[COMMUNITY-TOOL]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-08-09T09:16:22Z", "gh_stars": 15, "gh_open_issues_30d": 19, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:49.665607+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/remoting-opentelemetry-plugin/pull/40','github PR: Enable to provide telemetry data to OpenTelemetry Collector','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','bb7e724b44ba704464d77d6afbc21486b54caba2463aad97ceea87f760cbee35',100.0,1779033075,1,'2026-05-17T17:51:15.446872+02:00',NULL,NULL,NULL,'[]','[]','["docs/jenkins.md"]','[]','{}','{"gh_license": "MIT", "gh_open_issues_30d": 19, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:50.364059+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/robot-plugin','robot-plugin: Robot Framework Plugin','','2024',5,'Integrates Robot Framework test suites with Jenkins, providing automated analysis and visualization of test execution trends. It parses Robot XML outputs, generates structured HTML reports, and tracks historic regressions across successive build iterations to ensure stability.','Java','Jenkins Plugin','Intermediate',0,'online','manual','f8fbf5dcf006c51f1a7e4ffa5e9eb324d2346cf8bc65b9553f8ef67bdbb6429c',100.0,1779031426,1,'2026-05-27T05:26:35Z',NULL,NULL,NULL,'["Continuous Integration", "Testing & Verification", "Robot Framework Integration"]','["[DE FACTO STANDARD]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-27T05:26:35Z", "gh_stars": 65, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:33:51.075214+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/tekton-client-plugin',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','9e648667423e3b975d97b0fc616bfe80f5884d78ecc05e5e6d58a9a70d81a898',100.0,1779033072,0,'2026-05-17T17:51:12.316253+02:00',NULL,NULL,NULL,'[]','[]','["docs/jenkins.md"]','[]','{}','{"gh_open_issues_30d": 45, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:33:51.756548+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jenkinsci/url-filter-plugin','URL Filter Plugin','','2018',4,'Regulates outbound HTTP requests generated by build scripts or configurations against predefined wildcard filters. Its primary intent is to secure Jenkins controllers against Server-Side Request Forgery (SSRF) and restrict access to internal microservices.','Java','Jenkins Plugin','Intermediate',0,'online','manual','8bfe858512ea248978a907d024e48a79cda09f51333969b91a115da5f200d245',100.0,1779033045,1,'2024-08-09T10:54:49Z',NULL,NULL,NULL,'["Continuous Integration", "Security", "Network Restrictions"]','["[ENTERPRISE-STABLE]"]','["docs/jenkins.md"]','["jenkins.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-08-09T10:54:49Z", "gh_stars": 4, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:33:52.452031+02:00"}');
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INSERT INTO "resources" VALUES('https://github.com/jesseduffield/lazydocker','==jesseduffield/lazydocker==','','2026',5,'Lazydocker is an immersive, keyboard-driven terminal user interface (TUI) for managing Docker and Docker Compose setups. It aggregates container statuses, logs, CPU/Memory resource graphs, filesystem changes, and network mappings into a single cohesive terminal window. By offering quick shortcuts for container operations (restart, prune, executive shells), it drastically enhances developer productivity and local environment troubleshooting.','Go','Tool','Medium',0,'online','manual','d2e62921893bc218f51edac17f9f93c83f606e44a7cfb394ef48b0030300d52a',100.0,1779034131,1,'2026-04-19T02:51:06Z',NULL,NULL,NULL,'["Infrastructure", "Containerization", "Developer Experience"]','["[DE FACTO STANDARD]"]','["docs/docker.md"]','["docker.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-04-19T02:51:06Z", "gh_stars": 51350, "gh_open_issues_30d": 279, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:33:53.767485+02:00"}');
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INSERT INTO "resources" VALUES('https://github.com/johnlokerse/azure-bicep-cheat-sheet','github.com/johnlokerse/azure-bicep-cheat-sheet: Azure Bicep Cheat Sheet','','2021',0,'A comprehensive quick-reference guide designed to accelerate Azure Bicep development. It provides syntax mappings, parameter declarations, and deployment command structures to streamline the transition from ARM JSON to domain-specific language architectures.','Bicep','Repository','Beginner',0,'online','manual','bd486e108df6beba43f23979e82044628891e60468a614a45d2485dc4b459c59',100.0,1781735879,1,'2026-06-18T00:37:59.836030+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Infrastructure as Code", "Azure Bicep"]','["[COMMUNITY-TOOL]"]','["docs/azure.md"]','["azure.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:06.443131+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/johnthebrit/CertificationMaterials','johnthebrit/CertificationMaterials','','2026',0,'A community-curated GitHub repository offering structured learning guides, architecture maps, and reference materials targeting major Microsoft Azure certification exams. Excellent reference tool for continuous engineering education.','Markdown','Repository','Intermediate',0,'online','manual','09bb625b37602482987f2971b39e90271284b5eafc66d99fc2e7f610450adaa3',100.0,1781735879,1,'2026-06-18T00:37:59.692216+02:00',NULL,NULL,NULL,'["Education", "Certification Support", "Repository"]','["[COMMUNITY-TOOL]"]','["docs/azure.md"]','["azure.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:07.099072+02:00"}');
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INSERT INTO "resources" VALUES('https://github.com/jonrau1/ElectricEye/blob/master/README.md','github: ElectricEye','','2024',5,'An automated cloud security assessment framework designed to continually monitor AWS environments for configuration drift, vulnerabilities, and deviations from industry standards. Outputs findings directly to AWS Security Hub.','Python','Tool','Advanced',0,'online','manual','24b68c80b70022b001b1bf864a22adc4e707459e4baabb630128f2333238998b',100.0,1779030842,1,'2026-02-09T03:04:44Z',NULL,NULL,NULL,'["Security & Governance", "Cloud Security Posture", "Automated Auditing"]','["[DE FACTO STANDARD]"]','["docs/aws-monitoring.md"]','["aws-monitoring.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-02-09T03:04:44Z", "gh_stars": 1043, "gh_open_issues_30d": 14, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:09.803502+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jordanwilson230/kubectl-plugins/tree/krew','github.com/jordanwilson230: kubectl-plugins','','2022',3,'A collection of highly interactive `kubectl` CLI utilities. Offers streamlined troubleshooting scripts to rapidly extract environment variables, debug network states, and audit active container definitions.','Go','Repository','Intermediate',0,'online','manual','c3ecf0c518984ee24df41f03a941450e42bcdc4e0b11d3eccbf9c6548650e3b7',100.0,1779033675,1,'2024-06-27T06:00:21Z',NULL,NULL,NULL,'["Extending Kubernetes", "CLI Plugins", "Tooling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-06-27T06:00:21Z", "gh_stars": 637, "gh_open_issues_30d": 16, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:10.463714+02:00"}');
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INSERT INTO "resources" VALUES('https://github.com/joseadanof/awesome-cloudnative-trainings','github.com/joseadanof: Awesome Cloud Native Trainings','','2023',5,'A thoroughly organized directory cataloging cloud-native certifications (CKA, CKAD, CKS), training centers, and open labs. Extremely useful for platform engineering managers designing structured learning and technical progression tracks for their teams.','Markdown','Awesome List','Beginner',0,'online','manual','43482b8fbeb83fedaba53002241970156bdd74bb8d09d0ed5085e5bd9c3638cc',100.0,1781736123,1,'2026-06-18T00:42:03.141864+02:00',NULL,NULL,NULL,'["Curation", "Awesome Lists", "Training"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:12.394061+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/joshnh/Git-Commands/blob/master/README.md','==joshnh/Git-Commands== 🌟','','2024',3,'Curator Insight: A curated, text-based catalog of advanced Git parameters and commands hosted directly on GitHub. Live Grounding: Primarily targets automation workflows and repository maintenance, offering rapid copy-paste commands to clean dead branches or verify history integrity.','Markdown','GitHub Repository','Intermediate',0,'online','manual','ebbdc82ff621d6dab4e789c3c2f71ee42752ae2f1e313503e8dd5255fdd7849b',100.0,1781735889,1,'2026-06-18T00:38:09.871585+02:00',NULL,NULL,NULL,'["Development", "Version Control", "Git"]','["[COMMUNITY-TOOL]"]','["docs/cheatsheets.md"]','["cheatsheets.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 10, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:13.086251+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/joyrex2001/kubedock','joyrex2001/kubedock','','2021',2,'A Docker API emulation tool that captures traditional Docker daemon requests and executes them as lightweight, native Kubernetes pods. It permits integration tests to execute cleanly without physical Docker runtimes.','Go','CLI Tool','Advanced',0,'online','manual','73dff733e98eb9e8166b466a9e524a82d64d2f70fab0db83faeb850bab273c1e',100.0,1779032368,1,'2026-06-09T18:34:26Z',NULL,NULL,NULL,'["Development & Testing", "Local Environments", "Docker API Emulation"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-09T18:34:26Z", "gh_stars": 360, "gh_open_issues_30d": 21, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:13.767304+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/joyrex2001/tekline','tekline 🌟','','2021',3,'Explores Tekline, a lightweight community-driven visualization and command-line helper tool for viewing the status of Tekton Pipeline runs. Bypasses the complex dashboard setups, providing developers with instant, readable feedback on pipeline step executions and container build logs directly in terminal dashboards.','Go','Repository','Intermediate',1,'online','manual','b6e9e6ea94c570f6d48c05e7f14cc446ca5715eb9a44ad3d8f5fe5136e93fab5',100.0,1779030230,1,'2023-04-07T15:47:57Z',NULL,NULL,NULL,'["Continuous Integration & Delivery", "Cloud Native CI-CD", "Tekton UI Extensions"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md", "docs/tekton.md"]','["kubernetes-tools.md", "tekton.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-04-07T15:47:57Z", "gh_stars": 11, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:14.467567+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jpmens/jo','jo','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','dee4c91a5c55774aa9d9ec32d87eb466a871652963c99f0e0938c9295f3243d4',100.0,1779030015,1,'2026-05-17T17:00:15.257574+02:00',NULL,NULL,NULL,'[]','[]','["docs/yaml.md"]','[]','{}','{"gh_license": "NOASSERTION", "is_special": true, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:15.127383+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jrockway/ekglue','ekglue - Envoy/Kubernetes glue','','2020',1,'A lightweight utility developed to bridge Envoy configuration directly with Kubernetes API endpoints. It parses Kubernetes services and endpoints to dynamically construct Envoy-compatible bootstrap configurations. While highly illustrative of early custom control plane mechanics, it has largely been superseded by native Kubernetes Gateway API and modern Envoy-based ingress controllers.','Go','Software','Intermediate',1,'online','manual','54fe470cc623b606b8f1ebd83c0047a6dc3da4d6dc199babd4793096a8ad037b',100.0,1779033329,1,'2023-10-25T22:38:52Z',NULL,NULL,NULL,'["Cloud Native Networking", "Service Proxy", "Integration Tools"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md", "docs/servicemesh.md"]','["kubernetes-tools.md", "servicemesh.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-10-25T22:38:52Z", "gh_stars": 29, "gh_open_issues_30d": 9, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:15.814336+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jrussellfreelance/powershell-scripts','jrussellfreelance/powershell-scripts','','2023',0,'A collection of administrative script blocks designed for routine tasks, including disk health checks, logging wrappers, and folder path monitoring.','PowerShell','GitHub Repository','Beginner',0,'online','manual','191a302967e231aae5e9d53c2ab5825eed1f662f6fecaa86349d5a7522a3c3fa',100.0,1781735880,1,'2026-06-18T00:38:00.014717+02:00',NULL,NULL,NULL,'["Infrastructure Automation", "System Management", "Utility Scripts", "Automation Resources"]','["[COMMUNITY-TOOL]"]','["docs/azure.md"]','["azure.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:16.477535+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jsmartin/ansible-tower-packer','github.com/jsmartin/ansible-tower-packer','','2019',1,'Vintage HashiCorp Packer scripts utilized to generate machine images initialized with Red Hat Ansible Tower software. Serves as historical code archeology for engineers maintaining legacy, VM-based environments.','HCL','Source Code','Intermediate',0,'online','manual','c51588af72d49606c12aa79ff032a408419d9edd52edb370b3f376aaedfa7bf2',100.0,1781735865,1,'2026-06-18T00:37:45.869308+02:00',NULL,NULL,NULL,'["Infrastructure as Code", "Packer", "Machine Images"]','["[LEGACY]"]','["docs/ansible.md"]','["ansible.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:17.197241+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jthomperoo/custom-pod-autoscaler','custom-pod-autoscaler','','2022',3,'A framework allowing developers to write custom pod autoscaling logic inside Kubernetes, bypassing rigid HPA limitations. By supporting custom metrics, user-defined shell scripts, or HTTP APIs, it enables fine-grained scaling patterns tailored to specialized processing workloads.','Go','Operator','Advanced',1,'online','manual','5480e692830783b4a07c56607e3abca3b59127b98a87206f0d1ca0c7db9f8b5b',100.0,1779031442,1,'2026-03-26T12:21:45Z',NULL,NULL,NULL,'["Cluster Management", "Autoscaling", "Dynamic Scaling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-26T12:21:45Z", "gh_stars": 300, "gh_open_issues_30d": 10, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:17.905866+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jthomperoo/k8shorizmetrics','jthomperoo/k8shorizmetrics','','2024',0,'An extensible Go library designed to replicate the calculation logic of the standard Horizontal Pod Autoscaler (HPA). This enables custom controller authors or simulator developers to run local evaluations on raw telemetry data to validate scaling algorithms.','Go','Library','Advanced',0,'online','manual','d4d5389ba2be0f5df0557918dc193efcf7e975eec25b4ca3b74ef36ccfa4ad9b',100.0,1779029124,1,'2024-04-21T13:31:40Z',NULL,NULL,NULL,'["Autoscaling", "Custom Metrics", "Development Tools"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-04-21T13:31:40Z", "gh_stars": 41, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:18.599038+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler','github.com/jthomperoo: Predictive Horizontal Pod Autoscaler','','2024',3,'An advanced horizontal pod autoscaling extension utilizing forecasting models (such as Holt-Winters and LSTM). Anticipates traffic peaks by analyzing historical system metrics, pre-allocating server compute before traffic reaches the platform.','Go','Repository','Advanced',0,'online','manual','cd56db88db4edc2ba63d9f62e028fb21194a439036492a7df99d062f011180bc',100.0,1779031602,1,'2023-10-11T23:24:48Z',NULL,NULL,NULL,'["Kubernetes & Scaling", "Advanced Scaling", "Predictive Scaling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-autoscaling.md", "docs/kubernetes-tools.md"]','["kubernetes-tools.md", "kubernetes-autoscaling.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-10-11T23:24:48Z", "gh_stars": 383, "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:19.271650+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/junegunn/fzf',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','a41ea0b2976348002cb35649217393601369c8271ea567d0c65f02530a89b494',100.0,1779030564,0,'2026-05-17T17:09:24.129796+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"gh_open_issues_30d": 326, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:19.940423+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jupyterlab/jupyter-ai','github.com/jupyterlab/jupyter-ai','','2023',5,'An official JupyterLab extension that brings generative AI capabilities to interactive notebooks. It supports inline code synthesis, explanation, and error correction across multiple model APIs.','English','Repository','Intermediate',0,'online','manual','5a25471c438bb024099f3fba69861aa6386d44281751874ac3e7adeb1d000330',100.0,1779032388,1,'2026-06-03T02:18:58Z',NULL,NULL,NULL,'["Computer Vision", "Deep Learning Research", "ML Notebooks"]','["[DE FACTO STANDARD]"]','["docs/ai.md"]','["ai.md"]','{}','{"gh_license": "BSD-3-Clause", "gh_pushed": "2026-06-03T02:18:58Z", "gh_stars": 4272, "gh_open_issues_30d": 288, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:20.636683+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jwcesign/kubespider','github.com/jwcesign/kubespider','','2025',0,'Kubespider is an orchestration system designed to automate home lab media processing and down-load pipelines inside Kubernetes. It structures triggers and hooks that link download managers, indexes, and media players together in a unified cluster infrastructure.','Go','Orchestration Daemon','Intermediate',1,'online','manual','c01bd5f292cf9c606802836fafef759dcc7826bb431e0c5bc3122a4959de81dd',100.0,1781736046,1,'2026-06-18T00:40:46.892255+02:00',NULL,NULL,NULL,'["Operations", "Automation", "Media & Downloaders"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:21.362368+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/jyguyomarch/awesome-productivity','Awesome Productivity','','2023',5,'A curated directory showcasing productivity systems, workspace organizers, automated scripting kits, and distraction-blocking helpers. Designed to aid engineers in maximizing throughput and focusing effort during large-scale development sprints.','Markdown','Awesome List','Beginner',0,'online','manual','9238763183600583444bc0f192be795dd46f7dafca3fddd1549c2ab4be2751ba',100.0,1779032780,1,'2024-08-14T18:07:32Z',NULL,NULL,NULL,'["Curation", "Awesome Lists", "Productivity"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_license": "CC0-1.0", "gh_pushed": "2024-08-14T18:07:32Z", "gh_stars": 3258, "is_special": true, "gh_open_issues_30d": 159, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:22.020867+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k0sproject/k0s','K0s - Zero Friction Kubernetes','','2026',5,'The official open-source repository for the k0s Kubernetes distribution. Features active enterprise-grade developer tracks, offering built-in advanced networking plugins (Calico CNI, Kube-router), support for virtualized control planes, and automated bootstrapping tools without external dependencies.','Go','Software','Intermediate',1,'online','manual','f37622dd0c4b1af56b99fcafaed6d28bb205b45ddf8163c2b7f2ff94703519de',100.0,1779029367,1,'2026-06-13T20:52:30Z',NULL,NULL,NULL,'["Infrastructure", "Kubernetes Distributions", "Edge & IoT"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-06-13T20:52:30Z", "gh_stars": 6239, "gh_open_issues_30d": 196, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:22.708486+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k3d-io/k3d','**k3d**','','2025',5,'Curator Insight features k3d as an indispensable utility for launching multi-node K3s clusters inside Docker containers. Live grounding in 2026 affirms k3d remains the leading choice for local multi-node Kubernetes orchestration, integration testing, and local CI/CD pipelines due to its rapid spin-up speeds and minimal resource footprint.','Go','Code Repository','Medium',0,'online','manual','1e0f444aea26eb430e2d4b07f4c8698449281ee28c0762368b55d0e00ed6f8fb',100.0,1779130494,1,'2026-06-12T09:56:54Z',NULL,NULL,NULL,'["Local Development", "Kubernetes Environments", "k3d"]','["[DE FACTO STANDARD]"]','["docs/matrix-table.md", "docs/rancher.md"]','["rancher.md", "matrix-table.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-12T09:56:54Z", "gh_stars": 6458, "gh_open_issues_30d": 282, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:23.410866+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k3s-io/k3s-ansible','github.com/k3s-io/k3s-ansible 🌟','','2024',4,'The production-standard repository for automating K3s lightweight Kubernetes cluster deployments using Ansible. Fully covers control plane initialization, high availability setups, and agent cluster joins.','YAML','github_repo','Advanced',0,'online','manual','bc9baa2b6f31866a899f49c3819a111990dcd28bc892b6fe3464f4d752901bc8',100.0,1779030932,1,'2026-06-08T17:08:45Z',NULL,NULL,NULL,'["Cloud Native & Orchestration", "Kubernetes", "Bootstrap & Cluster Ops"]','["[ENTERPRISE-STABLE]"]','["docs/ansible.md"]','["ansible.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T17:08:45Z", "gh_stars": 2804, "gh_open_issues_30d": 9, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:24.084520+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8gb-io/k8gb','k8gb 🌟','','2025',5,'A CNCF sandbox Global Server Load Balancing (GSLB) operator designed to deliver geo-redundancy and high availability across physical datacenters and regions. k8gb utilizes local CoreDNS engines to provide intelligent, active-passive, and geo-routed client traffic redirection without vendor lock-in.','Go','Operator','High',1,'online','manual','f00c6a779ebaa2c156c2e822c1c809b3d28e45b8ddedd7f505dc7fc42ec425d9',100.0,1779031164,1,'2026-06-13T05:33:49Z',NULL,NULL,NULL,'["Networking & Security", "Global Load Balancing", "GSLB Operator"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T05:33:49Z", "gh_stars": 1177, "gh_open_issues_30d": 51, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:24.764000+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8s-ruby/k8s-ruby','k8s-ruby: Kubernetes Ruby Client','','2025',5,'An alternative Ruby client library for native Kubernetes API execution. Integrates intuitive REST interfaces and dynamic resource creation patterns for developers running Ruby-based clusters.','Ruby','Library','Intermediate',0,'online','manual','97fb9ab542f1c54b1309f699e6433993f6bf2504fddd9401d4bfce9be93854c0',100.0,1779031810,1,'2025-04-10T09:35:00Z',NULL,NULL,NULL,'["Cloud Native & K8s", "Kubernetes API", "Ruby Client"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-client-libraries.md"]','["kubernetes-client-libraries.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-04-10T09:35:00Z", "gh_stars": 75, "gh_open_issues_30d": 23, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:25.467591+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8snetworkplumbingwg/multus-cni','multus-cni 🌟','','2025',4,'A Container Network Interface (CNI) plugin that enables attaching multiple network interfaces to a single Kubernetes pod, delegating individual networks to auxiliary CNIs (such as Calico, Flannel, or SR-IOV). It remains the absolute standard in 2026 for high-performance networks, telecom applications, and dual-homed containers.','Go','CNI Plugin','High',0,'online','manual','d92f8ee99e39644a7d84ec9acbe3fdd53f0406aefc9e71b50cf1beb8c1f27297',100.0,1779032966,1,'2026-06-11T13:59:02Z',NULL,NULL,NULL,'["Networking", "CNI", "Multi-Network"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T13:59:02Z", "gh_stars": 2882, "gh_open_issues_30d": 25, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:26.145642+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8spacket/k8spacket','github.com/k8spacket/k8spacket','','2026',3,'K8spacket is an eBPF-based network analyzer designed to visualize network packet flows, latencies, and TCP connection anomalies across active namespaces. By using eBPF, it captures network performance data with negligible resource overhead compared to standard sidecar proxies. The project is popular for troubleshooting application latency issues and tracing microservice request dependencies.','Go','Monitoring Tool','Advanced',0,'online','manual','003de0d61b362f760e7006be4c38f3b2ed7b99b4349977e09fd071c7140ee6ff',100.0,1779032800,1,'2026-05-12T11:01:07Z',NULL,NULL,NULL,'["Networking", "eBPF Diagnostics", "Traffic Analysis"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-12T11:01:07Z", "gh_stars": 1097, "gh_open_issues_30d": 2, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:26.836350+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8spatterns/examples','github.com/k8spatterns/examples','','2026',5,'A repository of YAML examples and pattern templates implementing cloud-native architecture paradigms. Features concrete structures for sidecars, singletons, initialization processes, and stateful controller patterns that are highly useful as blueprints for designing robust cloud services.','YAML','Code Examples','Intermediate',0,'online','manual','f87e3ea5190419cd586e80ac9c52fb077c096de91a8bc0e379d90136f7750057',100.0,1779032406,1,'2026-03-29T04:12:06Z',NULL,NULL,NULL,'["Architecture", "Design Patterns", "Standard Practice"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-03-29T04:12:06Z", "gh_stars": 1073, "gh_open_issues_30d": 6, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:27.550473+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8spin/k8spin-operator','K8Spin Operator 🌟','','2024',5,'An early multi-tenant operator created to carve out isolated tenant partitions quickly. While development has slowed in favor of modern virtual-cluster controllers, its early designs show useful approaches for tenant namespace boundaries.','Go','Repository','Intermediate',0,'online','manual','f4b1ddc6ea7a2d8eabc6c739bf2d12fcd192196a500e4e61e0b7d932e01854f0',100.0,1779033092,1,'2026-04-16T19:01:23Z',NULL,NULL,NULL,'["Platform Engineering", "Multi-Tenancy", "Resource Isolation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "GPL-3.0", "gh_pushed": "2026-04-16T19:01:23Z", "gh_stars": 217, "gh_open_issues_30d": 13, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:28.238189+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8spin/k8spin-operator/projects/1',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','N/A',100.0,1779031497,0,'2026-05-17T17:24:57.962672+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-operators-controllers.md"]','[]','{}','{"gh_open_issues_30d": 13, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:28.954004+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8tz/k8tz','k8tz/k8tz: Kubernetes Timezone Controller','','2021',3,'An admission controller that automates timezone configuration inside Kubernetes container workloads. It mounts host tzdata directories and sets dynamic environment options without manual pod manifest updates.','Go','Admission Webhook','Intermediate',0,'online','manual','a64f987f4dedbaa17530da19806794fc566d687ca0e528505685cdb59500e3e6',100.0,1779032248,1,'2026-03-07T16:40:30Z',NULL,NULL,NULL,'["Cluster Management", "Localization", "Timezone Controller"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-07T16:40:30Z", "gh_stars": 524, "gh_open_issues_30d": 14, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:29.648180+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/k8zdev/k8z',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','06d16609a3b8391678fc8b1ca65ba2ed7836c15c8a05d08229383793abe67ea1',100.0,1779032157,0,'2026-05-17T17:35:57.690827+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-based-devel.md"]','[]','{}','{"gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:30.352852+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kabisa/k8s-workshop-in-a-box','GitHub: K8s workshop in a box','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','6dda7bfd518f753f1d5e4f2ccf57f4a1d3b30b35e0432095136a5106df283f28',100.0,1779030430,1,'2026-05-17T17:07:10.714710+02:00',NULL,NULL,NULL,'[]','[]','["docs/demos.md"]','[]','{}','{"gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:31.093912+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kadalu/kadalu','Kadalu','','2026',5,'Kadalu is a lightweight, container-native storage solution that utilizes GlusterFS to orchestrate persistent volumes inside Kubernetes. It runs storage services inside application pods as microservices, offering a lightweight alternative to external GlusterFS cluster configurations.','Python','Orchestrator','Medium',1,'online','manual','969e8e892e60028fbae8a8a8fa5682d0a7f4a47e4acef21ac9a6aa354f8e0ef9',100.0,1779031087,1,'2026-02-10T23:35:35Z',NULL,NULL,NULL,'["Storage", "Kubernetes Storage", "GlusterFS Orchestration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-storage.md", "docs/kubernetes-tools.md"]','["kubernetes-tools.md", "kubernetes-storage.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2026-02-10T23:35:35Z", "gh_stars": 748, "gh_open_issues_30d": 56, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:31.792271+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kahun/awesome-sysadmin','Awesome SysAdmin','','2026',4,'The premier community-led index indexing system administration tools and software solutions. Essential for discovering stable, self-hosted services for network mapping, backups, monitoring, and automated system setups.','Markdown','Awesome List','Intermediate',0,'online','manual','594c9d69863a2c5a63ba36f38119ddae68a8631f14f063c1d682ac6c69caccef',100.0,1779033218,1,'2024-03-26T23:45:17Z',NULL,NULL,NULL,'["Infrastructure & Operations", "Systems Administration", "Tools and Infrastructure"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2024-03-26T23:45:17Z", "gh_stars": 24308, "is_special": true, "gh_open_issues_30d": 269, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:32.468338+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kairos-io/kairos','github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux'' meta-distribution','','2023',5,'Kairos is an open-source, immutable Linux meta-distribution optimized specifically for edge and cloud-native Kubernetes deployments. It treats the base operating system as an appliance, allowing declarative, zero-touch provisioning and atomic node upgrades.','Go','Open Source Tool','Advanced',0,'online','manual','83500ef3c1bda65b42ac3667f5f5d971e25176644287ca7fb7708c423a3f1aa7',100.0,1779032213,1,'2026-06-12T06:00:33Z',NULL,NULL,NULL,'["Infrastructure", "OS", "Immutable Infrastructure"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T06:00:33Z", "gh_stars": 1739, "gh_open_issues_30d": 332, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:33.164977+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kakao/ipvs-node-controller','ipvs-node-controller','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb',100.0,1779032902,0,'2026-05-17T17:48:22.841239+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kakao/network-node-manager", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:33.771411+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kakao/network-node-manager','Network Node Manager','','2024',3,'A specialized network daemon developed by Kakao for optimizing node-level routing rules and handling network interfaces inside Kubernetes. Live Grounding shows that this utility targets bare-metal clusters, streamlining system-level network management while improving connectivity troubleshooting in on-premise cloud infrastructure.','Go','Tool','Advanced',0,'online','manual','82eada97cb961d58c9ae7567e680a807a48c3f9d238d8cf66f7d4d45588549bb',100.0,1779030462,1,'2023-06-27T08:35:15Z',NULL,NULL,NULL,'["Networking & Security", "Kubernetes Networking", "Deep Dive"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-networking.md"]','["kubernetes-tools.md", "kubernetes-networking.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-06-27T08:35:15Z", "gh_stars": 109, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:34.470618+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kapicorp/tesoro','Tesoro','','2023',5,'An admission controller webhook designed to streamline secrets synchronizations and handle decoding actions securely. Ensures raw secret assets are safely verified before injecting configuration data into target runtimes.','Go','Webhook','Advanced',1,'online','manual','3e89efe9ad2dd94d5dc8e64eae88eaecf8ad64c88129fd5f828fbb42bc98f197',100.0,1779034462,1,'2024-12-23T09:15:23Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Integration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-12-23T09:15:23Z", "gh_stars": 37, "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:35.164733+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/karampok/dnsconfig-injector','github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig'' pod injection','','2021',5,'A specialized Mutating Admission Webhook that injects customized `dnsConfig` schemas into target pods at runtime. This alleviates the need for manual configuration of resolving hosts inside microservices manifests. Live usage points to a stable but legacy posture, as native Kubernetes DNS config inheritance has matured.','Go','Webhook','Medium',0,'online','manual','bcba8d6046cf71c04000925bf020129c5a34957900e326a462ef30def87fcf6f',100.0,1779029689,1,'2023-01-19T14:35:31Z',NULL,NULL,NULL,'["Networking & Security", "Admission Control", "DNS Configuration"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-01-19T14:35:31Z", "gh_stars": 30, "gh_open_issues_30d": 2, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:35.862246+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kareem-elsayed/k8s-alerts','k8s-alert','','2021',5,'A lightweight alerting manager focusing on pod anomalies and failures. It continuously monitors target namespaces and fires instant notification signals when operational errors occur.','Go','Controller','Intermediate',1,'online','manual','60cdc212f50e6ff4577ece9577830f5dbba57852efcb788c9efe0c27e1232d4c',100.0,1779032224,1,'2020-06-07T11:13:50Z',NULL,NULL,NULL,'["Observability", "Alerting & Notifications", "Crash Tracking"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2020-06-07T11:13:50Z", "gh_stars": 21, "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:36.532124+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/karmab/autolabeller','karmab/autolabeller','','2021',0,'An automation tool designed to automatically apply labels to Kubernetes resources, nodes, or namespaces based on defined criteria or attributes. It reduces the manual configuration overhead required for policy bindings and scheduling selectors. In 2026, it represents a niche community utility for large cluster metadata automation.','Go','Kubernetes Controller','Low',0,'online','manual','020ff7c3888461a640efd5f8af6428187dc97a5fda243493126b987c75bfb148',100.0,1781736046,1,'2026-06-18T00:40:46.880410+02:00',NULL,NULL,NULL,'["Infrastructure", "Automation", "Labeling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:37.199861+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/karmada-io/karmada','Karmada','','2025',5,'An advanced Kubernetes-native multi-cluster management federation engine. Karmada enables seamless scheduling of workloads across diverse clouds and regions, featuring intelligent resource distribution, policy-driven failovers, and unified control planes.','Go','Service','High',1,'online','manual','3aef34b0fb72477fa0d3b6d2ab6c60cd0b63da46a9c2c031033d849540d26186',100.0,1779033575,1,'2026-06-09T12:30:28Z',NULL,NULL,NULL,'["Infrastructure", "Multi-Cluster Management", "Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-09T12:30:28Z", "gh_stars": 5498, "gh_open_issues_30d": 732, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:37.872090+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kaysalawu/azure-network-terraform','==github.com/kaysalawu/azure-network-terraform: Azure Network Architecture'' - Terraform Examples== 🌟','','2023',3,'An open-source showcase hosting realistic Azure network configurations in Terraform. Includes configurations for multi-region topologies, peering dynamics, routing tables, and private DNS zones.','HCL','Repository','Intermediate',0,'online','manual','64f717ef6566abf02ae63e455379f7ccbba00b0573f5091e19adf365e9ad05dd',100.0,1779031567,1,'2025-03-03T18:27:43Z',NULL,NULL,NULL,'["Azure", "Networking", "Examples"]','["[COMMUNITY-TOOL]"]','["docs/terraform.md"]','["terraform.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-03-03T18:27:43Z", "gh_stars": 96, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:38.552037+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kbrew-dev/kbrew','kbrew','','2022',1,'Kbrew functions as an experimental package manager for local Kubernetes configurations, attempting to bring a Homebrew-like ease of installation to manifest files. It streamlines package delivery for local developer environments, although it has struggled to gain mainstream traction against established tools like Helm or Kustomize.','Go','CLI Tool','Medium',0,'online','manual','ebf2ad52ddb9b288cfb946fc99ca3679d7d1b66b60501c3195c0bb6ab8eebf47',100.0,1779032337,1,'2023-02-25T08:32:05Z',NULL,NULL,NULL,'["Package Management", "Developer Tools", "CLI Wrappers"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-02-25T08:32:05Z", "gh_stars": 189, "gh_open_issues_30d": 44, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:39.257065+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kbst/terraform-kubestack','Kubestack Gitops Framework','','2026',5,'An open-source Terraform-driven GitOps framework configured to simplify public cloud Kubernetes platform deployments and application configurations. It leverages native inheritance behaviors of Terraform modules to manage multi-cluster topologies predictably. It bridges infrastructure provisioning and GitOps continuous delivery workflows.','HCL','Tool','Advanced',0,'online','manual','1c7edd4c9d6401f5eba913aa11e7c506cccaed485d6d34ca8d953d7dbba841e2',100.0,1779030119,1,'2026-03-05T13:40:32Z',NULL,NULL,NULL,'["Declarative GitOps", "GitOps Frameworks", "Kubestack"]','["[DE FACTO STANDARD]"]','["docs/kustomize.md"]','["kustomize.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-05T13:40:32Z", "gh_stars": 709, "gh_open_issues_30d": 21, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:39.942526+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kbterm/kubeterm','Kubeterm: Graphical Management Tool for Kubernetes','','2025',2,'An open-source desktop client designed to simplify Kubernetes administration and performance monitoring. By rendering graphical resource mappings, it significantly lowers the cognitive load required to debug deployments, services, and complex namespaces.','TypeScript','Desktop Application','Intermediate',0,'online','manual','a500e3c7fae776d02576040c710ebfa689b21d37eea1d6bea7c2f76456a7b354',100.0,1779031677,1,'2026-06-11T09:32:39Z',NULL,NULL,NULL,'["Cluster Management", "GUI Tools", "Desktop Clients"]','["[COMMUNITY-TOOL]"]','["docs/devops-tools.md", "docs/kubernetes-tools.md", "docs/kubernetes.md"]','["devops-tools.md", "kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-11T09:32:39Z", "gh_stars": 211, "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:40.630376+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kcp-dev/kcp','kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster'' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters','','2021',5,'KCP acts as a highly customizable prototype of a Kubernetes API server that functions completely independent of physical container nodes. It serves as a foundational platform for control plane building, multi-cluster API management, and physical-compute scheduling abstraction.','Go','API Server Platform','Advanced',1,'online','manual','c7cc544dca954749c4eeacaa25de4b3416a07972f436da2f735864856cd2253f',100.0,1779034217,1,'2026-06-12T13:16:58Z',NULL,NULL,NULL,'["Platform Engineering", "Control Plane Design", "API Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T13:16:58Z", "gh_stars": 2785, "gh_open_issues_30d": 157, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:41.312607+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kedacore/keda/issues/2214','github.com/kedacore/keda/issues/2214','','2024',5,'Technical GitHub issue discussion within the KEDA repository, offering granular insight into community-driven debugging, performance tuning, and architectural refinement. Reflects the active, battle-tested maintenance of this vital cloud-native project.','Go','Repository','Advanced',0,'online','manual','27b7f60ec0e2d61d94876b2753262615382e6b310b314bc5f171c2450331c3ef',100.0,1779033783,1,'2026-06-11T15:09:37Z',NULL,NULL,NULL,'["Infrastructure & Platform", "Autoscaling", "Event-Driven Scaling"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-autoscaling.md"]','["kubernetes-autoscaling.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T15:09:37Z", "gh_stars": 10282, "gh_open_issues_30d": 255, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:42.004122+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keel-hq/keel','==Keel== 🌟','','2024',5,'Keel is a lightweight CD daemon that monitors container registries and automatically updates deployments, statefulsets, and helm releases without needing external pipeline orchestration.','Go','Operator','Medium',0,'online','manual','aaf25a8ae8466482d26582b01bd789b1e86588f8130c21220f0693a887eb2a85',100.0,1779031677,1,'2026-02-26T08:30:36Z',NULL,NULL,NULL,'["Application Delivery", "Continuous Deployment", "Auto-Upgrade", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "MPL-2.0", "gh_pushed": "2026-02-26T08:30:36Z", "gh_stars": 2714, "gh_open_issues_30d": 224, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:42.698348+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kei6u/kubectl-secret-data','kei6u/kubectl-secret-data','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','4f17bac8559850f882932f44aa46901c1522e3dfe247b35a7aee9e3da1d8ae30',100.0,1779033296,0,'2026-05-17T17:54:56.271281+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md", "docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://github.com/keisku/kubectl-secretdata", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:43.301262+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keikoproj/upgrade-manager','RollingUpgrade','','2024',5,'An AWS-integrated upgrade manager operator that coordinates automated rolling restarts and updates of autoscaling group instances. Ensures worker nodes are drained safely and sequentially without causing disruptions to critical services.','Go','Operator','High',0,'online','manual','d966c0567f646a6f7239b576354fe976099c233a7e6d06d5e2fd4c67262083ef',100.0,1779031850,1,'2026-06-08T15:58:15Z',NULL,NULL,NULL,'["Infrastructure", "Node Provisioning", "Rolling Upgrades"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T15:58:15Z", "gh_stars": 138, "gh_open_issues_30d": 43, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:43.987284+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keisku/kubectl-explore','keisku/kubectl-explore','','2021',3,'An interactive terminal explorer extension designed to inspect API schema models and CRD fields. It features deep navigation options, helping authors look up configurations without opening web browsers.','Go','Kubectl Plugin','Intermediate',0,'online','manual','755acd1bec581daa8b9fc1418121366675aaf8d2d0563b94f7adf72e70f9c0a4',100.0,1779033570,1,'2025-11-10T02:10:45Z',NULL,NULL,NULL,'["Development & Testing", "Kubectl Plugins", "API Discovery"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-11-10T02:10:45Z", "gh_stars": 599, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:44.652437+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keisku/kubectl-secretdata','kei6u/kubectl-secret-data','','2026',5,'A highly convenient kubectl plugin that decodes nested Secret structures instantly. By outputting plain text directly to standard output, it eliminates manual base64 decoding loops, drastically reducing troubleshooting overhead for operations teams who frequently audit cluster application states.','Go','Tool','Beginner',0,'online','manual','ee768c8abfb1aeb04cebb08e42c635d1a286b38775c0f5aef59705b39d078d21',100.0,1779130494,1,'2024-10-10T04:57:50Z',NULL,NULL,NULL,'["Security", "Configuration Secrets", "CLI Decoders"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md", "docs/kubernetes.md"]','["kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-10-10T04:57:50Z", "gh_stars": 39, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:45.320990+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kellyjonbrazil/jc','jc','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','9dec699090fd93513e00b0ec06001ef0ac4d73a6c1d973ec4384746c3651574f',100.0,1779029941,1,'2026-05-17T16:59:01.176151+02:00',NULL,NULL,NULL,'[]','[]','["docs/yaml.md"]','[]','{}','{"gh_license": "MIT", "is_special": true, "gh_open_issues_30d": 36, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:45.984061+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/cmd-tutorial','kelseyhightower/cmd-tutorial','','2020',0,'An educational reference by Kelsey Hightower showcasing CLI orchestration, process controls, and shell command integration. Provides idiomatic patterns for system administrators and automation engineers writing resilient command wrapper scripts.','Shell','Repository','Intermediate',0,'online','manual','879ea51140874f0e5325d770b63bdee404594fba8d1427597f808ec9ca1b2a3c',100.0,1781735865,1,'2026-06-18T00:37:45.869592+02:00',NULL,NULL,NULL,'["DevOps & Delivery", "Developer Tools", "CLI Automation"]','["[COMMUNITY-TOOL]"]','["docs/GoogleCloudPlatform.md"]','["GoogleCloudPlatform.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:46.638213+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/kubernetes-the-hard-way','**Kelsey Hightower: kubernetes the hard way**','','2026',5,'Kelsey Hightower''s legendary guide for bootstrapping highly available clusters manually without automated installers. It details SSL/TLS certificate generation, etcd cluster builds, and control plane daemon setup (kube-apiserver, kube-scheduler, etc.), representing the gold standard for understanding low-level Kubernetes engineering.','Markdown/Shell','Repository','Advanced',0,'online','manual','800e0a795b4a366e7b76f2a1ae7edd9ca784da27ecc1b1558022da1605b782fe',100.0,1779030473,1,'2025-04-10T06:11:47Z',NULL,NULL,NULL,'["Provisioning", "Bootstrapping", "Learning"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-04-10T06:11:47Z", "gh_stars": 48654, "gh_open_issues_30d": 49, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:47.289913+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/nocode','github.com/kelseyhightower/nocode','','2020',5,'Kelsey Hightower''s legendary satirical repository highlighting that the best way to write secure, bug-free, and highly maintainable software is by writing ''no code'' at all. Highly popular and philosophically beloved in the cloud-native ecosystem.','N/A','Repository','Beginner',0,'online','manual','fd676c4e8b8bca93c3651217646c9d03b6b24722159f45e70eababb6cad8170a',100.0,1779033025,1,'2024-08-07T03:19:12Z',NULL,NULL,NULL,'["DevOps Philosophy", "Software Engineering", "No Code Movement"]','["[DE FACTO STANDARD]"]','["docs/demos.md"]','["demos.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-08-07T03:19:12Z", "gh_stars": 65387, "gh_open_issues_30d": 4714, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:47.950692+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kelseyhightower/serverless-vault-with-cloud-run','github.com/kelseyhightower: Serverless Vault with Cloud Run','','2020',3,'An architectural blueprint designed by Kelsey Hightower illustrating how to run HashiCorp Vault inside a Google Cloud Run serverless container environment. Demonstrates minimizing operational and infrastructure overhead while maintaining a hardened, low-latency secret-vending cluster.','Shell','Tutorial','Advanced',1,'online','manual','144443bedcd44d5c233af5b4babdfd85e3e39b6b968263cfc2088c040742d87f',100.0,1779034425,1,'2022-04-28T16:47:21Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Serverless Integration"]','["[COMMUNITY-TOOL]", "[GUIDE]"]','["docs/devsecops.md"]','["devsecops.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-04-28T16:47:21Z", "gh_stars": 407, "gh_open_issues_30d": 5, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:48.626917+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-jenkins-library','Keptn Jenkins Shared Library','','2022',1,'A pipeline-as-code integration allowing Jenkins jobs to dispatch Keptn-driven operations such as performance testing, quality gate validation, and continuous remediation, combining classic CI with modern orchestrators.','Groovy','Tool','Advanced',1,'online','manual','26861281d7504b3fd920a169ac339703db24bf8fa5ef0c69b9923d325280540c',100.0,1779034395,1,'2026-06-09T16:52:44Z',NULL,NULL,NULL,'["Cloud Native Lifecycle", "CI/CD Pipelines", "Jenkins Integration"]','["[COMMUNITY-TOOL]"]','["docs/keptn.md"]','["keptn.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-09T16:52:44Z", "gh_stars": 8, "gh_open_issues_30d": 30, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:49.337299+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-on-k3s','Keptn Control Plane on k3s','','2022',2,'A sandbox project demonstrating how to host Keptn''s automated cloud-native application delivery and lifecycle control plane directly on a highly efficient K3s edge engine.','Shell','Tool','Advanced',1,'online','manual','3c7518266349b165d696054dd97260bf19244d4c1a815f3a1fc28dd966b106e6',100.0,1779032455,1,'2022-12-27T14:14:06Z',NULL,NULL,NULL,'["Edge & IoT", "Application Lifecycle", "Keptn"]','["[COMMUNITY-TOOL]"]','["docs/rancher.md"]','["rancher.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-27T14:14:06Z", "gh_stars": 29, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:50.070091+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md','github.com/keptn-sandbox/keptn-on-k3s: Tutorial: Keptn for Dynatrace Users'' in 5 Minutes 🌟','','2021',1,'Lightweight integration environment designed to host a full-featured Keptn sandbox on a resource-constrained K3s Kubernetes cluster, integrated with Dynatrace agents for rapid performance evaluations.','Shell','Tool','Intermediate',1,'online','manual','f0a91872d2c8650189f480e42e9579c7fd416c1e8ce8326eaacaba5f0e6935bb',100.0,1779030526,1,'2022-12-27T14:14:06Z',NULL,NULL,NULL,'["Cloud Native Lifecycle", "Local Environments", "K3s Sandboxing"]','["[COMMUNITY-TOOL]"]','["docs/keptn.md"]','["keptn.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-27T14:14:06Z", "gh_stars": 29, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:50.754207+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kevincobain2000/gobrew','==gobrew== 🌟','','N/A',0,'Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development.','English','Repository','Beginner',0,'online','manual','5dd3ab53b74ac074ee51daa9a73555ebfe9108e7b1dc96b69e794beb156cf1de',100.0,1779029421,1,'2026-06-13T15:32:25Z',NULL,NULL,NULL,'["Programming Languages", "Go", "Version Managers"]','["[COMMUNITY-TOOL]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-13T15:32:25Z", "gh_stars": 423, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:51.401722+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kgamanji/cluster-api-helm-chart','github.com: Cluster API Helm Chart','','2021',5,'A community-driven Helm chart designed to package and deploy Cluster API (CAPI) resources and operators inside a management cluster. While it simplified CAPI components deployment via traditional Helm CI/CD pipelines, current production standards in 2026 have shifted entirely to official declarative setups via clusterctl or native GitOps operators, rendering this chart obsolete.','Go','Tool','Intermediate',0,'online','manual','ea92989949e8f13357fc2d50a39a477353c480bcbdc20bb7b6e30fd0147ccb8c',100.0,1779033716,1,'2022-12-07T05:00:25Z',NULL,NULL,NULL,'["Infrastructure", "Cluster Management", "Cluster API"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-12-07T05:00:25Z", "gh_stars": 58, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:52.069644+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kiali/kiali','github.com: kiali','','2023',5,'The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio.','TypeScript','Repository','High',1,'online','manual','2480f773a33856863c8670f3bea2635dfda728b24622b721a197dd4aeafa568c',100.0,1779030986,1,'2026-06-12T17:36:45Z',NULL,NULL,NULL,'["Observability", "Service Mesh", "Visualization"]','["[DE FACTO STANDARD]"]','["docs/istio.md"]','["istio.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T17:36:45Z", "gh_stars": 3617, "gh_open_issues_30d": 124, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:52.757120+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kingdonb/kubectl-exec-user','kingdonb/kubectl-exec-user','','2022',0,'A specialized kubectl plugin built to execute shell commands inside containers using specific administrative user IDs. While helpful for testing boundary conditions under Pod Security Standards, it has lost active maintenance in favor of native kubectl capabilities.','Go','CLI Plugin','Intermediate',0,'online','manual','1970a12b050cc49de276333988a9efcb3c8155d16a60510de68f114ad01b11c8',100.0,1781736047,1,'2026-06-18T00:40:47.002810+02:00',NULL,NULL,NULL,'["Operations", "CLI Tooling", "Debugging"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:53.507454+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kinvolk/inspektor-gadget','inspektor-gadget','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','f2b33444b25b2d021b45dfefe08c669eb5633f7ac86803ee810e3eec7301d02a',100.0,1779030504,0,'2026-05-17T17:08:24.027143+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-troubleshooting.md"]','[]','{}','{"duplicate_of": "https://github.com/inspektor-gadget/inspektor-gadget", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:54.115014+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kiosk-sh/kiosk',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,'duplicate','manual','3d44b8ef74793fa5b29417df1d455e93cae77e5cdb31c72527fecdb4ad0231e8',100.0,1779030361,0,'2026-05-17T17:06:01.394090+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/loft-sh/kiosk", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:54.712670+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kislyuk/yq','kislyuk/yq','','2025',5,'A Python wrapper adapting standard jq queries for YAML and XML schemas. Translates input formats to JSON under-the-hood, enabling powerful jq syntax across hybrid multi-format configs.','Python','CLI Tool','Medium',0,'online','manual','1bc322c020f441534148a6a8bbc9bbd2f443dfb40ccb74742a44ed1ba6297803',100.0,1779034296,1,'2026-01-02T08:37:10Z',NULL,NULL,NULL,'["Developer Workspace", "Command-Line Tooling", "JSON & YAML Manipulators"]','["[DE FACTO STANDARD]"]','["docs/yaml.md"]','["data-and-advanced-analytics.md", "yaml.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-01-02T08:37:10Z", "gh_stars": 2951, "is_special": true, "gh_open_issues_30d": 37, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:55.363263+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kkdai/youtube','kkdai/youtube','','N/A',0,'Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain reliable media extraction.','English','Repository','Intermediate',0,'online','manual','7623806bb8aeb5258b883e4ffa852e754df7f5f622b79cbbd1e5562cbf1f2fbf',100.0,1779032198,1,'2026-06-02T17:30:31Z',NULL,NULL,NULL,'["Media Utilities", "Go Packages", "YouTube Downloader"]','["[ENTERPRISE-STABLE]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-02T17:30:31Z", "gh_stars": 3899, "gh_open_issues_30d": 52, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:34:56.021758+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kloeckner-i/db-auth-gateway','db-auth-gateway','','2021',5,'An open-source authentication gateway proxy designed to facilitate secure, IAM-mediated database connections. Minimizes credential sprawl by mapping incoming traffic identities directly to modern database authorization schemas.','Go','Repository','Advanced',0,'online','manual','ac50e3cf2d0b50aafc528d91b1ccb531d179186b38bff6042d4fd3c7ccce44fb',100.0,1779029941,1,'2023-03-28T07:15:17Z',NULL,NULL,NULL,'["Networking & Security", "Identity & Access", "Database Proxy"]','["[DE FACTO STANDARD]"]','["docs/GoogleCloudPlatform.md"]','["GoogleCloudPlatform.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-03-28T07:15:17Z", "gh_stars": 26, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:56.708149+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kloeckner-i/db-operator','DB Operator 🌟','','2024',5,'The DB Operator facilitates external and in-cluster database administration. It manages PostgreSQL and MySQL configurations natively by separating deployment credentials from application logic, automating dynamic user and table creation using custom resources.','Go','Operator','Advanced',0,'online','manual','ddfe1b5a928284973c02fe0de6b92aee3438c0d69bf127da4cba07b023639bfe',100.0,1779033658,1,'2025-07-21T12:46:30Z',NULL,NULL,NULL,'["Infrastructure", "Data Management", "Databases", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-07-21T12:46:30Z", "gh_stars": 163, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:57.396467+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/knative-extensions/net-kourier','Kourier','','2019',3,'An Envoy-based Ingress gateway specifically designed to serve as the default network layer for Knative Serving. It provides a lightweight, highly responsive routing layer to handle rapid scale-to-zero cold starts.','Go','Ingress Controller','High',1,'online','manual','e4210d1375de505968620e89ed0560bb105706563b63091a87d44afa3e6e8cd6',100.0,1779130495,1,'2026-06-02T15:15:15Z',NULL,NULL,NULL,'["Networking", "Ingress & Routing", "Serverless"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-02T15:15:15Z", "gh_stars": 333, "gh_open_issues_30d": 6, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:34:58.089068+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/knative-sandbox/net-kourier','Kourier','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','6d937e09fdda9358ab0d0e5e5746021e695851e8717c93a063a34544c47478ad',100.0,1779034038,0,'2026-05-17T18:07:18.342531+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:34:58.691624+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/knative/client','kn: knative client','','2026',4,'The official CLI client (''kn'') for interacting with Knative installations, enabling rapid deployment of serving entities and management of decoupled event bindings.','Go','Repository / CLI','Intermediate',0,'online','manual','88865974aa4345b717c894b7236e08c485136a13b1c5196a71356ec59c029345',100.0,1779032835,1,'2026-06-11T15:10:27Z',NULL,NULL,NULL,'["Cloud Native", "Kubernetes Serverless", "Knative Tooling"]','["[ENTERPRISE-STABLE]"]','["docs/serverless.md"]','["serverless.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T15:10:27Z", "gh_stars": 385, "gh_open_issues_30d": 45, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:34:59.370316+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/knight42/kubectl-blame','==knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl==','','2019',2,'A Git-like ''blame'' extension for kubectl that identifies modification authors and dates for different resource configuration blocks. It uses Kubernetes metadata managed-fields to trace API modifications over time.','Go','Kubectl Plugin','Intermediate',0,'online','manual','da0e885eaac6c90d934385aa35502386fbc2d4afe1250298f0c735a3c84e365f',100.0,1779030025,1,'2026-06-02T13:24:17Z',NULL,NULL,NULL,'["Development & Testing", "Kubectl Plugins", "Resource Auditing"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-02T13:24:17Z", "gh_stars": 150, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:00.055731+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/knorrie/network-examples','Linux networking examples and tutorials for advanced users','','2014',4,'A highly technical repository detailing configurations for advanced Linux routing, bridging, and virtual networking (VLAN, VXLAN, VRF). Live Grounding highlights its tremendous value for systems architects implementing Software-Defined Networking (SDN) solutions natively in Linux.','Shell','Repository','Advanced',0,'online','manual','7ea94a767469e547e4d9a27f47f9e273a29f72f6d4415221ae74bc9266ce3c67',100.0,1779032034,1,'2024-02-04T21:52:41Z',NULL,NULL,NULL,'["Infrastructure & Operations", "Networking", "Routing & Bridging"]','["[ENTERPRISE-STABLE]"]','["docs/linux.md"]','["linux.md"]','{}','{"gh_license": "NOASSERTION", "gh_pushed": "2024-02-04T21:52:41Z", "gh_stars": 972, "gh_open_issues_30d": 5, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:00.728393+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/ko-build/ko','Ko: Easy Go Containers 🌟','','2018',5,'A fast, lightweight container image builder custom-tailored for Go applications. ko builds and publishes images without requiring a local Docker daemon, producing secure, minimal distroless-base images by default.','Go','Build Tool','Low',0,'online','manual','ed8acb2652a68ecb5f8338006bb303106ca4e52e8083619109e74571faf5d54b',100.0,1779130494,1,'2026-06-12T01:03:51Z',NULL,NULL,NULL,'["Developer Experience", "Image Building", "Go Development"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T01:03:51Z", "gh_stars": 8450, "gh_open_issues_30d": 52, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:01.418827+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kodemore/chili','github.com/kodemore/chili','','2024',2,'Curator Insight presents Chili as a serialization library built on top of generic types. Live Grounding notes that while efficient for specific workloads, it operates in an environment largely dominated by Pydantic, which serves as the core parsing engine for modern APIs.','Python','Library','Intermediate',1,'online','manual','ca6885006b551d6ca95bed793d6975bcc619818ac3c5c9770cd6f1a8b37c04c8',100.0,1779031414,1,'2024-05-28T05:13:49Z',NULL,NULL,NULL,'["Software Engineering", "Python", "Serialization"]','["[COMMUNITY-TOOL]"]','["docs/python.md"]','["python.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2024-05-28T05:13:49Z", "gh_stars": 73, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:02.162042+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile','github.com/kohsuke/petclinic Jenkinsfile','','2017',0,'A historical Jenkinsfile configuration by Kohsuke Kawaguchi showcasing early Declarative Pipeline patterns for Java projects. Illustrates stage definitions, testing cycles, and artifact archival within a self-hosted Jenkins master node environment.','Groovy','Code Snippet','Intermediate',0,'online','manual','fed8b2b595e8e505bc8747251dd8a6e0629143f374a683e7dd397e2836584907',100.0,1781735920,1,'2026-06-18T00:38:40.995517+02:00',NULL,NULL,NULL,'["DevOps & CI/CD", "Jenkins", "Pipeline-as-Code"]','["[COMMUNITY-TOOL]"]','["docs/demos.md"]','["demos.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:02.844126+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/komodorio/helm-dashboard','github.com/komodorio/helm-dashboard 🌟','','2025',4,'A real-time web UI dashboard tailored for managing, upgrading, and viewing Helm releases. It addresses the visibility gap for platform operators by facilitating live drift visualization, schema validation, and multi-version revision comparisons directly from a user-friendly browser interface.','Go','Web UI','Intermediate',0,'online','manual','c021e432bc52956f38a152dff3443fd2ef81d411c5b37fd1982d7055f9782895',100.0,1779030779,1,'2026-06-03T21:49:35Z',NULL,NULL,NULL,'["Platform Engineering", "Kubernetes GitOps & Packaging", "Helm Visualization & UI"]','["[ENTERPRISE-STABLE]"]','["docs/helm.md"]','["helm.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-03T21:49:35Z", "gh_stars": 5716, "gh_open_issues_30d": 20, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:04.133854+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/komodorio/validkube','==github.com/komodorio/validkube==','','2026',3,'Validkube is a unified web-based scanning utility that combines Polaris, Trivy, and Kube-linter to analyze and secure Kubernetes manifest configurations. By consolidating multiple linters, it allows platform engineers to quickly identify security flaws, deprecations, and configuration drift in raw YAML files. The tool is highly suited for quick manual checks and rapid validation workflows.','TypeScript','Web Application','Intermediate',0,'online','manual','0fa30497ff2d100c972d1ef838e8d2b127bd4927f5ee97df2632ae6bbd0e3e6b',100.0,1779032455,1,'2024-01-29T10:11:28Z',NULL,NULL,NULL,'["Security", "Manifest Validation", "Linting"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-01-29T10:11:28Z", "gh_stars": 839, "gh_open_issues_30d": 24, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:04.828220+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/konstructio/kubefirst','github.com/kubefirst/kubefirst','','2021',4,'Kubefirst (by Konstructio) delivers an instant, fully integrated GitOps platform on Kubernetes, orchestrating cert-manager, External Secrets, Vault, Argo CD, and Terraform. It offers a standardized Git-driven operations roadmap out of the box.','Go','GitOps Platform','High',1,'online','manual','47066c619929a6867e90af3d8e5cd2094050465ef536cb1042b8713c1cf1f5d8',100.0,1779130494,1,'2026-02-25T19:51:46Z',NULL,NULL,NULL,'["Infrastructure", "Platform Engineering", "GitOps Platforms"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-02-25T19:51:46Z", "gh_stars": 2049, "gh_open_issues_30d": 289, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:05.513078+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/konstruktoid/ansible-hvault-inventory','konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp'' Vault SSH OTP and local password rotation','','2024',2,'An advanced dynamic Ansible inventory script integrating directly with HashiCorp Vault. It automates credential rotation, securely requests temporary SSH One-Time Passwords (OTP), and pulls inventory variables dynamically from secure vaults.','Python','Source Code','Advanced',0,'online','manual','759cd5f0e526f9b0bb324dd8bf7e5b9751cf98fac874019854d773e43f2bcb6a',100.0,1779029507,1,'2026-04-12T19:45:50Z',NULL,NULL,NULL,'["Infrastructure as Code", "Ansible", "Secret Management"]','["[COMMUNITY-TOOL]"]','["docs/ansible.md"]','["ansible.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-04-12T19:45:50Z", "gh_stars": 23, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:06.207983+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/konveyor','github.com/konveyor 🌟','','2025',4,'An open-source modernization and migration suite designed to analyze, refactor, and migrate complex application workloads to Kubernetes across multiple physical and cloud ecosystems.','Go','Product','Advanced',1,'online','manual','0d1e8a3d9217d19632a2397f9dc74c2ba7a6b2daad13790872767936e28d20fc',100.0,1779034350,1,'2026-05-17T18:12:30.077446+02:00',NULL,NULL,NULL,'["Infrastructure", "Workload Mobility", "Migration Toolkits"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-backup-migrations.md"]','["kubernetes-backup-migrations.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/konveyor/crane','github.com/konveyor/crane: Crane 2.0 🌟','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','83ef4f8b717bc517775d9fc9e196f9272f13a5e6367584467916a86f707fc11b',100.0,1779033570,0,'2026-05-17T17:59:30.623427+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-backup-migrations.md"]','[]','{}','{"duplicate_of": "https://github.com/migtools/crane"}');
INSERT INTO "resources" VALUES('https://github.com/konveyor/move2kube','Move2Kube 🌟','','2026',2,'An advanced migration tool that automates the translation of non-Kubernetes platforms (including Cloud Foundry and Docker Compose) into standard Kubernetes resources, including Helm charts, Kustomize overlays, and Tekton pipelines.','Go','CLI/API Migration Tool','Advanced',1,'online','manual','1d0113979162da217e298144bebf5a7c637c2884d1ceecbac0d8039ab9d8f87c',100.0,1779033759,1,'2025-03-06T14:02:34Z',NULL,NULL,NULL,'["Application Lifecycle", "Migration Tools", "Resource Conversion"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-03-06T14:02:34Z", "gh_stars": 411}');
INSERT INTO "resources" VALUES('https://github.com/kootenpv/yagmail','Yagmail: Python e-mail library','','2015',5,'A simplified, robust Gmail and SMTP automation client for Python. Simplifies the boilerplate needed for multi-part messages, inline attachment encoding, and HTML structures.','Python','Library','Intermediate',0,'online','manual','fbc3ce937342ae42893427eebd87db0a11e4c413a9804caaf4b5c995c52b7a7d',100.0,1779030025,1,'2026-05-26T10:43:15Z',NULL,NULL,NULL,'["Backend Development", "Protocols & API Design", "E-Mail Services"]','["[DE FACTO STANDARD]"]','["docs/python.md"]','["python.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-05-26T10:43:15Z", "gh_stars": 2726}');
INSERT INTO "resources" VALUES('https://github.com/koslib/awesome-containerized-security','koslib/awesome-containerized-security 🌟','','2026',0,'An open repository cataloging security scanners, image validation standards, and host sandboxing tools. Aids DevSecOps engineers in hardening continuous integration pipelines and preventing privilege escalation exploits within cluster nodes.','Markdown','Awesome List','Intermediate',1,'online','manual','087c44c65f3740daec6869eabef522d0fee6070a507dce0da9febdafa66113f2',100.0,1781736123,1,'2026-06-18T00:42:03.038667+02:00',NULL,NULL,NULL,'["Cloud Native", "Security", "Container Hardening"]','["[COMMUNITY-TOOL]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kostis-codefresh/gitops-environment-promotion','==github.com/kostis-codefresh: How to Model Your Gitops Environments with'' kustomize== 🌟','','2021',4,'A seminal GitHub repository modeling scalable GitOps environment promotion. Outlines structural patterns for directory trees (base vs environments) that prevent duplicate configuration drift and simplify environment-specific promotions through Git commits.','YAML','Repository','Intermediate',0,'online','manual','8488cccfe5013aedb44127e290adaea361983563ecbe141e5d1f9465bd85f4c1',100.0,1781736057,1,'2026-06-18T00:40:57.371729+02:00',NULL,NULL,NULL,'["Cloud Native", "Kubernetes", "GitOps"]','["[ENTERPRISE-STABLE]"]','["docs/kustomize.md"]','["kustomize.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/kotalco/kotal','Kotal operator','','2025',2,'A multi-client blockchain node operator for Kubernetes. Simplifies configuring and maintaining decentralized networks (such as Ethereum and IPFS) through native Kubernetes custom resources.','Go','Repository','Advanced',0,'online','manual','0837b2710101c70e8a9c9f33b7ceb51e1fbc6d4b866a8b813011ccd6d6ab5eec',100.0,1779033612,1,'2024-05-04T16:17:07Z',NULL,NULL,NULL,'["Orchestration", "Kubernetes", "Operators"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-05-04T16:17:07Z", "gh_stars": 221}');
INSERT INTO "resources" VALUES('https://github.com/krateoplatformops/krateo','github.com/krateoplatformops/krateo','','2025',0,'Krateo Platform Ops is an emerging control plane orchestrator designed to build standardized internal platforms. Utilizing Crossplane underneath, it helps platform engineers manage heterogeneous cloud resources, database deployments, and infrastructure pipelines via declarative Kubernetes interfaces.','Go','Control Plane Orchestrator','Advanced',1,'online','manual','66c8af7d61a1aee4c9a16aa4409bd49dc4b4becf2cd5dd705e1883890ba504dc',100.0,1781736047,1,'2026-06-18T00:40:47.150831+02:00',NULL,NULL,NULL,'["Operations", "Platform Engineering", "Control Planes"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/krestomatio/keydb-operator','krestomatio/keydb-operator','','2023',5,'Manages KeyDB setups, providing high-speed, multi-threaded cache nodes with automated replica synchronization, cluster scaling, and rapid failover handling.','Go','Operator','Advanced',0,'online','manual','3e8faa933bd9d0a1fc08f285fabdbb8feeb6bcde974156407e2e74a86903eca6',100.0,1779032074,1,'2026-06-10T04:20:54Z',NULL,NULL,NULL,'["Infrastructure", "Data Management", "In-Memory Databases", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-10T04:20:54Z", "gh_stars": 59}');
INSERT INTO "resources" VALUES('https://github.com/kris-nova/kaar','kris-nova/kaar','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','c3fb2c8d9110d944e2f368f46734872a1f882009320f7df82d3872d1ad20f692',100.0,1779034346,0,'2026-05-17T18:12:26.375639+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/krisnova/kaar"}');
INSERT INTO "resources" VALUES('https://github.com/kris-nova/naml','naml: Not another markup language','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','7ad4390e9ee29e70addd2a40691210c3205fec47d7bf919ecf3325a4f28c6c35',100.0,1779032035,0,'2026-05-17T17:33:55.135019+02:00',NULL,NULL,NULL,'[]','[]','["docs/yaml.md"]','[]','{}','{"duplicate_of": "https://github.com/krisnova/naml"}');
INSERT INTO "resources" VALUES('https://github.com/krisnova/kaar','kris-nova/kaar','','2020',2,'Created by the late Kris Nova, Kaar is a Kubernetes Application Archive format tool designed to bundle container storage and system states into self-contained physical archives. Highly experimental and historical developer asset.','Go','Backup Tool','High',0,'online','manual','72e38de5b3a30b405f089cd8ad6d61ee3cd1ea6fb673f80b3cded219850a623f',100.0,1779130494,1,'2022-05-04T14:27:12Z',NULL,NULL,NULL,'["Infrastructure", "Container Backup", "Image Archiving"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-05-04T14:27:12Z", "gh_stars": 152}');
INSERT INTO "resources" VALUES('https://github.com/krisnova/naml','naml: Not another markup language','','2024',5,'An innovative manifest generator replacing YAML markup with type-safe, compiled Go programs. Introduces compiler safety, automated integration testing, and clean OOP abstractions into GitOps deployment pipelines.','Go','Library','High',0,'online','manual','9d5671b4b99b23356f80ad9a31b9d390f467f6f01a2b8e1e174380b81e75e024',100.0,1779130495,1,'2023-07-21T08:28:22Z',NULL,NULL,NULL,'["Platform Engineering", "Kubernetes Manifests", "Alternative Manifest Engines"]','["[DE FACTO STANDARD]"]','["docs/yaml.md"]','["data-and-advanced-analytics.md", "yaml.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-07-21T08:28:22Z", "gh_stars": 1261, "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kristofferandreasen/awesome-azure','github.com/kristofferandreasen/awesome-azure: Awesome Azure','','2026',0,'A structured directory detailing Azure-focused scripts, arm templates, and services. It provides functional entry points for systems engineers navigating Microsoft''s cloud ecosystem. While some elements lean towards legacy ARM configurations, it provides solid structural patterns for hybrid-cloud architects.','N/A','Repository','Intermediate',0,'online','manual','4f7d359de862bcbf74cfdd68e49cb070551e7e7d93441394e627c4579d793c41',100.0,1781736123,1,'2026-06-18T00:42:03.245156+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure", "Resources"]','["[LEGACY]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/ksctl/ksctl','Ksctl: Cloud Agnostic Kubernetes Management tool','','2023',3,'A cloud-agnostic cluster management command-line tool designed to easily deploy HA clusters across different hyperscalers like AWS, Azure, GCP, or Civo, and local environments such as kind, maintaining standardized bootstrap workflows.','Go','Cluster Provisioner','High',0,'online','manual','0c7e381891ed2c0bba662a06fbe9dabfd95e12fe2cb671fea7022b51daa8c0e5',100.0,1779130494,1,'2026-05-23T18:26:04Z',NULL,NULL,NULL,'["Infrastructure", "Cluster Provisioning", "Multi-Cloud"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-23T18:26:04Z", "gh_stars": 269}');
INSERT INTO "resources" VALUES('https://github.com/kserve/kserve','KFServing 🌟','','2019',5,'KServe (formerly KFServing) provides a highly performant, serverless machine learning inference platform on Kubernetes. It abstracts raw routing, scaling, and GPU configurations, supporting frameworks like TensorFlow, PyTorch, and ONNX.','Go','ML Platform','High',1,'online','manual','9b191ca344d4b4dbb2e453f7d926923ad184eb9878855e2680d656095559fd47',100.0,1779130494,1,'2026-06-12T20:20:45Z',NULL,NULL,NULL,'["Machine Learning", "Model Serving", "Serverless ML"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:20:45Z", "gh_stars": 5573}');
INSERT INTO "resources" VALUES('https://github.com/ksoclabs/awesome-kubernetes-security','==ksoclabs/awesome-kubernetes-security== 🌟','','2023',5,'An expert-level compilation of Kubernetes security tools, vulnerability papers, threat simulations, and posture management (KSPM) frameworks. Ideal for penetration testers and cloud security engineers auditing the security posture of enterprise orchestrators.','Markdown','Awesome List','Advanced',0,'online','manual','86bf24926cb49549c6e032ba501ce7a1cde1afc39831023161c77ae4fcd6d46c',100.0,1781736123,1,'2026-06-18T00:42:03.142089+02:00',NULL,NULL,NULL,'["Curation", "Awesome Lists", "Security"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/ktock/buildg','==buildg: Interactive debugger for Dockerfile== 🌟','','2026',5,'Buildg is an interactive debugger designed specifically for Dockerfiles, built on top of BuildKit. It allows engineers to step through build instructions, set breakpoints, inspect the filesystem state at specific build steps, and launch interactive shells during intermediate builds. This dramatically reduces the trial-and-error loop when debugging complex multi-stage Dockerfiles.','Go','Tool','High',0,'online','manual','8cffa16d70cf3f07e62c80441249b1987a2b8fd50045b612f179ab73ab4b7115',100.0,1779029371,1,'2026-05-07T20:04:29Z',NULL,NULL,NULL,'["Infrastructure", "Containerization", "Debugging"]','["[DE FACTO STANDARD]"]','["docs/docker.md"]','["docker.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-07T20:04:29Z", "gh_stars": 1499}');
INSERT INTO "resources" VALUES('https://github.com/kube-aws/kube-spot-termination-notice-handler','kube-spot-termination-notice-handler','','2021',5,'A daemon that polls the AWS EC2 spot termination notice metadata endpoint, initiating graceful drains of workloads when an interruption signal is triggered. Superseded by newer cloud-specific node termination handlers.','Go','DaemonSet','Intermediate',1,'online','manual','7457be0ad6771a50847a828c730671e0ac6d2b712974894a078a5634d6e0a738',100.0,1779031796,1,'2023-10-25T14:47:15Z',NULL,NULL,NULL,'["Infrastructure", "Reliability", "Graceful Shutdown"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-10-25T14:47:15Z", "gh_stars": 380}');
INSERT INTO "resources" VALUES('https://github.com/kube-burner/kube-burner','kube-burner 🌟','','2020',3,'A specialized performance and orchestration tool designed to stress-test Kubernetes clusters. It automates object creation, monitors cluster health in real time via Prometheus, and measures scheduling latency at scale.','Go','CLI Tool','High',0,'online','manual','7d3a313a15a9a64f4d8dfeacb53a9922c7d5494cb20bf8970f888f7df4808c3d',100.0,1779130494,1,'2026-06-08T17:51:22Z',NULL,NULL,NULL,'["Performance & Testing", "Load Testing", "Benchmarking"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T17:51:22Z", "gh_stars": 773}');
INSERT INTO "resources" VALUES('https://github.com/kube-logging/logging-operator','kube-logging/logging-operator','','2026',2,'An enterprise-grade Kubernetes operator engineered to automate the lifecycle of Fluentd and Fluent Bit collectors. Simplifies logging pipelines through declarative CRDs, featuring dynamic multi-tenant log isolation, secure buffer management, and reliable downstream routing rules.','Go','Repository','Advanced',1,'online','manual','d1c9b90ba239f84a8611b31918e41ccfae1540c8b6eecd022dc8daf28842dc5a',100.0,1779034332,1,'2026-06-12T22:04:47Z',NULL,NULL,NULL,'["Observability", "Logging", "Operators"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-monitoring.md"]','["kubernetes-monitoring.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T22:04:47Z", "gh_stars": 1695}');
INSERT INTO "resources" VALUES('https://github.com/kube-ns-suspender/kube-ns-suspender','govirtuo/kube-ns-suspender 🌟','','2021',2,'A cloud-cost mitigation helper designed to scale down resources in designated Kubernetes namespaces during idle hours (e.g., nights and weekends). It intercepts workload resources like Deployments and StateSets to reduce overhead.','Go','Controller','Medium',1,'online','manual','370300345b32ee09294e2af0050895f19497091a78a8762f52b072ff565ba145',100.0,1779130495,1,'2025-03-14T17:43:03Z',NULL,NULL,NULL,'["Resource Management", "FinOps", "Cluster Scale Down"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-03-14T17:43:03Z", "gh_stars": 84}');
INSERT INTO "resources" VALUES('https://github.com/kube-vip/kube-vip','kube-vip','','2019',5,'Kube-Vip is a lightweight virtual IP and load balancer engine designed for bare-metal Kubernetes environments, offering high availability for both control planes and LoadBalancer-type services. Operating as a DaemonSet, it negotiates IP addresses.','Go','Infrastructure Daemon','Advanced',0,'online','manual','7479b6f4ec4e498ddf325ad75d433009f16e5eee52e8a9297784148711004217',100.0,1779032344,1,'2026-06-12T16:06:14Z',NULL,NULL,NULL,'["Network & Connectivity", "IP Address Management", "Load Balancing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T16:06:14Z", "gh_stars": 2859}');
INSERT INTO "resources" VALUES('https://github.com/kubecfg/kubecfg','github.com/kubecfg/kubecfg','','2016',5,'Kubecfg is a Jsonnet-based configuration manager designed to generate and apply Kubernetes manifests with deterministic accuracy. By treating Kubernetes resources as code modules, it supports deep inheritance, abstraction, and parameterization of resource schemas.','Go','CLI Tool','Advanced',0,'online','manual','28787866aedee99095fb0b1e1ffc5b62edba4a3f8e2984ca1fc4f5207d4c5383',100.0,1779030928,1,'2026-06-13T19:50:28Z',NULL,NULL,NULL,'["GitOps & Delivery", "Configuration Management", "Templating Tools"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T19:50:28Z", "gh_stars": 255}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/cluster-turndown','Cluster Turndown','','2024',5,'A specialized cost-optimization controller that scales cluster worker groups down to zero during idle execution windows. Promotes strong governance over testing runtimes and non-production dynamic resource instances.','Go','Controller','Intermediate',1,'online','manual','b52114740ff857a2fd6826ecb3461bb64f00de23227b05b5f548da3ecc64c009',100.0,1779030711,1,'2026-06-05T18:19:12Z',NULL,NULL,NULL,'["Infrastructure", "Cost Optimization", "Scheduling"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-05T18:19:12Z", "gh_stars": 286}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/cost-model','github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus'' metric exporter','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','58b4fe6b649a9ae98023875b36520bd325ac12c7463a430cb57e7371638722be',100.0,1779029917,0,'2026-05-17T16:58:37.099854+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://github.com/opencost/opencost"}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/kubectl-cost','kubectl-cost','','2023',3,'A dedicated `kubectl` command-line plugin designed to interact directly with Kubecost APIs. Enables cluster administrators to quickly fetch real-time and historical financial metrics without accessing external graphical dashboards.','Go','Tool','Intermediate',0,'online','manual','6bad65098abf34b9ef26046e470ae3f770c9a2661a2871332b9b8190403c2c22',100.0,1779032575,1,'2026-06-10T22:50:27Z',NULL,NULL,NULL,'["Infrastructure Optimization", "Cost Management", "Tooling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-10T22:50:27Z", "gh_stars": 1041}');
INSERT INTO "resources" VALUES('https://github.com/kubefirst/kubefirst','==github.com/kubefirst/kubefirst==','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','31774c4cfb73bc62c2093b13e555883036b61bd91bcf976a301b586e31aef091',100.0,1779031697,0,'2026-05-17T17:28:17.007543+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/konstructio/kubefirst"}');
INSERT INTO "resources" VALUES('https://github.com/kubeflow/kfserving','KFServing 🌟','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','8ba963252e30c4a5d10725eb35c008e4a42c2e173825f7fa74928c3eebf1e560',100.0,1779033675,0,'2026-05-17T18:01:15.654738+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{}');
INSERT INTO "resources" VALUES('https://github.com/kubeguard/guard','Guard','','2021',5,'Guard (by Appscode) is an advanced authentication and authorization engine built for Kubernetes, allowing secure webhook integrations with identity providers. Useful for scaling zero-trust validation within multi-tenant clusters.','Go','CLI Tool','Advanced',0,'online','manual','e4a436c77eca5af50d5dbf79d16ddee804346139ad870945f640dd85e4ea44a2',100.0,1779130494,1,'2026-05-21T15:29:07Z',NULL,NULL,NULL,'["Cloud Native Security", "Infrastructure Security", "Admission Control"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-21T15:29:07Z", "gh_stars": 620}');
INSERT INTO "resources" VALUES('https://github.com/kubehelper/kubehelper','KubeHelper','','2024',5,'An interactive terminal user interface designed to assist operators with fast cluster checks, resource inspection, and safe resource cleaning. Provides structural menu shortcuts, eliminating the need to execute lengthy nested kubectl commands manually.','Go','CLI Tool','Low',0,'online','manual','bbd8910634940f7da85391f196e3c97e7e35637bcc5d10e8add15044254f4bb9',100.0,1779034497,1,'2021-02-15T13:27:24Z',NULL,NULL,NULL,'["Operations", "Command Line Tools", "Cluster Utilities"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "GPL-3.0", "gh_pushed": "2021-02-15T13:27:24Z", "gh_stars": 249}');
INSERT INTO "resources" VALUES('https://github.com/kubeinit/kubeinit','Kubeinit 🌟','','2026',5,'Curator Insight vs Live Grounding: Kubeinit was designed as an Ansible automation tool to deploy Kubernetes, OKD, or OpenShift on VMs using libvirt/KVM. Live telemetry shows this repository has moved to legacy status with zero recent commits, reflecting a shift toward Cluster API providers for virtualization.','Python/Ansible','Repository','Advanced',0,'duplicate','manual','30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3',100.0,1779033845,1,'2025-12-05T21:26:59Z',NULL,NULL,NULL,'["Provisioning", "Ansible", "Virtualization"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-12-05T21:26:59Z", "gh_stars": 222, "duplicate_of": "https://github.com/Kubeinit/kubeinit"}');
INSERT INTO "resources" VALUES('https://github.com/kubemq-io/kubemq-community','github.com/kubemq-io/kubemq-community 🌟','','2024',5,'The primary community codebase for KubeMQ. It showcases a lightweight, high-throughput message broker written in Go, specifically optimized for containerized microservice routing patterns inside Kubernetes.','Go','Code','Intermediate',0,'online','manual','26be1f454a72862d41e500b7e6e68eea0316a06151ab10ac9164a914a66cc46b',100.0,1779034233,1,'2023-02-18T04:16:19Z',NULL,NULL,NULL,'["Infrastructure", "Message Brokers", "KubeMQ"]','["[DE FACTO STANDARD]"]','["docs/message-queue.md"]','["message-queue.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-02-18T04:16:19Z", "gh_stars": 667}');
INSERT INTO "resources" VALUES('https://github.com/kubenav/kubenav','kubenav','','2025',4,'A lightweight multi-platform open-source navigator designed for mobile devices (iOS, Android) and desktop. Delivers secure cluster troubleshooting, rapid log auditing, and safe shell executions directly on remote servers.','Dart','Repository','Intermediate',0,'online','manual','cc2b5c098452f2518d4d2137de361f8c9e3861275aaa2e9ee9bffb250d413d74',100.0,1779029380,1,'2026-06-01T01:46:56Z',NULL,NULL,NULL,'["Platform Engineering", "UI & Dashboards", "Mobile Administration"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-based-devel.md"]','["kubernetes-based-devel.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-01T01:46:56Z", "gh_stars": 2274}');
INSERT INTO "resources" VALUES('https://github.com/kubeops/config-syncer','==kubeops/config-syncer: Config Syncer (previously Kubed)==','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','534fd5b271e0124f649c91c528558cefbfb1f2c94aecde0f4746e6fdcb8a1509',100.0,1779031521,0,'2026-05-17T17:25:21.229441+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/config-syncer/config-syncer"}');
INSERT INTO "resources" VALUES('https://github.com/kubeops/ui-server','identity-server','','2021',1,'An identity and authorization server built specifically for Kubernetes dashboard architectures. It integrates with native OpenID Connect (OIDC) providers to manage secure user sessions and token exchanges for web UIs.','Go','Identity Provider','High',1,'online','manual','976a2f5e5b440221f3ed9a2de22165b937adcdf6fc3204889c1811be2a0c9ea3',100.0,1779130495,1,'2026-06-13T03:45:28Z',NULL,NULL,NULL,'["Security", "Identity & Access", "Authentication"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T03:45:28Z", "gh_stars": 27}');
INSERT INTO "resources" VALUES('https://github.com/kubeopsskills/cloud-secret-resolvers','kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)','','2021',2,'An open-source operator-free secret resolver utility that queries AWS, Azure, and GCP secret stores dynamically, writing resolved parameters straight into runtime Kubernetes configurations. Reduces overhead associated with bulky operator systems.','Go','Tool','Intermediate',1,'online','manual','f26f51430c382c7a8c629e1a75b95f2c292a675b9285750e8b7e033167d02d48',100.0,1779030711,1,'2022-06-22T10:39:05Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Kubernetes Integration"]','["[COMMUNITY-TOOL]"]','["docs/devsecops.md"]','["devsecops.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2022-06-22T10:39:05Z", "gh_stars": 35}');
INSERT INTO "resources" VALUES('https://github.com/kubepack/chart-doc-gen','chart-doc-gen: Helm Chart Documentation Generator','','2022',2,'Command-line utility that extracts configuration variables directly from values.yaml to compile uniform Markdown files. Speeds up delivery by ensuring user manuals and codebases stay perfectly aligned.','Go','Plugin','Beginner',0,'online','manual','3cf55fa13e1a671d356837825acf23af6a782f0cb74eae5cc9398d49fb9d6d92',100.0,1779030803,1,'2026-05-16T02:01:15Z',NULL,NULL,NULL,'["Cloud Native", "Application Delivery", "Documentation Automation"]','["[COMMUNITY-TOOL]"]','["docs/helm.md"]','["helm.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-16T02:01:15Z", "gh_stars": 122}');
INSERT INTO "resources" VALUES('https://github.com/kubepug/kubepug','==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)=='' ⭐','','2019',5,'KubePug checks local resources against upcoming Kubernetes API deprecations and removals. By parsing live resources or raw manifest directories, it provides warning indicators mapping to the designated target version''s deprecation roadmap. This tool forms a critical gate inside pipeline verifications.','Go','CLI Tool / kubectl Plugin','Intermediate',0,'online','manual','546a2f76b2780f056a0e9b590a1a3bc1374dce6383528956ff2afdef6364d3a0',100.0,1779032055,1,'2026-06-08T09:31:44Z',NULL,NULL,NULL,'["Cluster Lifecycle", "Upgrades & Compliance", "Static Analysis"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T09:31:44Z", "gh_stars": 1835}');
INSERT INTO "resources" VALUES('https://github.com/kubereboot/kured','github.com/kubereboot/kured ⭐','','2026',5,'The industry-standard daemonset that monitors clusters for nodes requiring OS-level reboots. Using a coordinated API locking strategy, kured drains and reboots nodes sequentially, preserving cluster-wide resource availability during maintenance windows.','Go','DaemonSet','Medium',0,'online','manual','08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc',100.0,1779031564,1,'2026-06-11T21:26:44Z',NULL,NULL,NULL,'["Infrastructure", "Node Provisioning", "Reboot Orchestration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T21:26:44Z", "gh_stars": 2543}');
INSERT INTO "resources" VALUES('https://github.com/kuberhealthy/kuberhealthy','kuberhealthy 🌟','','2024',5,'Kuberhealthy schedules dynamic, real-world actions as background test suites. It detects underlying API, network, or storage decay that static monitoring tools overlook by continually validating that clusters are functionally operational.','Go','Operator','Advanced',0,'online','manual','a01379b3010823904038e846f81c24f722060cf701a5e9378554661d62f6272b',100.0,1779130495,1,'2026-06-02T05:58:58Z',NULL,NULL,NULL,'["Reliability", "Monitoring", "Synthetic Monitoring", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-02T05:58:58Z", "gh_stars": 2247}');
INSERT INTO "resources" VALUES('https://github.com/kuberlogic/kuberlogic','kuberlogic','','2022',2,'Kuberlogic is an open-source operator-driven engine designed to turn standard open-source databases (PostgreSQL, MySQL, Redis) into a managed Database-as-a-Service (DBaaS) on Kubernetes. It automates backups, scaling, auto-healing, and monitoring, providing a self-hosted alternative to RDS. However, it remains a smaller community effort.','Go','Controller','High',0,'online','manual','cf3ddffd441ae1c89c416b39ea700a7b26053c5f33e1a7cc13b344d339a518b0',100.0,1779032159,1,'2022-10-26T14:38:18Z',NULL,NULL,NULL,'["Database Orchestration", "Database-as-a-Service", "SaaS Builders"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-10-26T14:38:18Z", "gh_stars": 228}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/fubectl','fubectl','','2026',5,'A widely adopted wrapper layer of shell helper functions and interactive `fzf` auto-completers designed to supercharge kubectl navigation. Radically simplifies log inspections, shell attachment prompts, and port forwarding setups.','Bash','CLI Tool','Beginner',0,'online','manual','6bb6ef7e2027b10db5fc1753953334a6f0f89021ec7407ce3e84f29c9528115e',100.0,1779034139,1,'2026-02-18T08:38:54Z',NULL,NULL,NULL,'["Developer Experience", "CLI Utilities", "Context Management"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-02-18T08:38:54Z", "gh_stars": 1002}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/kubecarrier','KubeCarrier - Service Management at Scale','','2023',5,'KubeCarrier is an open-source system designed for managing services across multiple Kubernetes clusters using a Service App Store model based on CRDs. Curator insights framed it as an enterprise-ready hub for multi-tenant services; however, live grounding reveals the project has been archived by Kubermatic. It remains academically and architecturally notable for showing how to use Hub-and-Spoke cluster patterns to automate service provisioning.','Go','Software','Advanced',0,'online','manual','cdeca712f167e1ebbd9e47da971ef81314edde045093745dac14d6ba50e8663f',100.0,1779032372,1,'2023-07-05T20:56:40Z',NULL,NULL,NULL,'["Multi-Cluster", "Service Management", "Operator Framework"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-tools.md", "docs/kubernetes.md"]','["kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-07-05T20:56:40Z", "gh_stars": 291}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/kubeone','==kubermatic/kubeone== 🌟','','2024',4,'KubeOne is a highly opinionated, declarative Kubernetes cluster provisioning and lifecycle management tool. Utilizing the Cluster API under the hood, it automates the creation, upgrade, and maintenance of single control-plane or highly-available clusters across various cloud providers and bare-metal environments.','Go','CLI Tool','High',0,'online','manual','774d41c037db09506f5aeae4c27b66e363d5e2e624644905ebb94af4b11225f7',100.0,1779031046,1,'2026-06-03T21:13:34Z',NULL,NULL,NULL,'["Cluster Management", "Provisioning", "Declarative Clusters"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-03T21:13:34Z", "gh_stars": 1513}');
INSERT INTO "resources" VALUES('https://github.com/konveyor/crane','github.com/konveyor/crane: Crane 2.0 🌟','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','83ef4f8b717bc517775d9fc9e196f9272f13a5e6367584467916a86f707fc11b',100.0,1779033570,0,'2026-05-17T17:59:30.623427+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-backup-migrations.md"]','[]','{}','{"duplicate_of": "https://github.com/migtools/crane", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:06.824292+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/konveyor/move2kube','Move2Kube 🌟','','2026',2,'An advanced migration tool that automates the translation of non-Kubernetes platforms (including Cloud Foundry and Docker Compose) into standard Kubernetes resources, including Helm charts, Kustomize overlays, and Tekton pipelines.','Go','CLI/API Migration Tool','Advanced',1,'online','manual','1d0113979162da217e298144bebf5a7c637c2884d1ceecbac0d8039ab9d8f87c',100.0,1779033759,1,'2025-03-06T14:02:34Z',NULL,NULL,NULL,'["Application Lifecycle", "Migration Tools", "Resource Conversion"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-03-06T14:02:34Z", "gh_stars": 411, "gh_open_issues_30d": 56, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:07.529485+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kootenpv/yagmail','Yagmail: Python e-mail library','','2015',5,'A simplified, robust Gmail and SMTP automation client for Python. Simplifies the boilerplate needed for multi-part messages, inline attachment encoding, and HTML structures.','Python','Library','Intermediate',0,'online','manual','fbc3ce937342ae42893427eebd87db0a11e4c413a9804caaf4b5c995c52b7a7d',100.0,1779030025,1,'2026-05-26T10:43:15Z',NULL,NULL,NULL,'["Backend Development", "Protocols & API Design", "E-Mail Services"]','["[DE FACTO STANDARD]"]','["docs/python.md"]','["python.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-05-26T10:43:15Z", "gh_stars": 2726, "gh_open_issues_30d": 111, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:08.200446+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/koslib/awesome-containerized-security','koslib/awesome-containerized-security 🌟','','2026',0,'An open repository cataloging security scanners, image validation standards, and host sandboxing tools. Aids DevSecOps engineers in hardening continuous integration pipelines and preventing privilege escalation exploits within cluster nodes.','Markdown','Awesome List','Intermediate',1,'online','manual','087c44c65f3740daec6869eabef522d0fee6070a507dce0da9febdafa66113f2',100.0,1781736123,1,'2026-06-18T00:42:03.038667+02:00',NULL,NULL,NULL,'["Cloud Native", "Security", "Container Hardening"]','["[COMMUNITY-TOOL]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true, "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:08.858438+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kostis-codefresh/gitops-environment-promotion','==github.com/kostis-codefresh: How to Model Your Gitops Environments with'' kustomize== 🌟','','2021',4,'A seminal GitHub repository modeling scalable GitOps environment promotion. Outlines structural patterns for directory trees (base vs environments) that prevent duplicate configuration drift and simplify environment-specific promotions through Git commits.','YAML','Repository','Intermediate',0,'online','manual','8488cccfe5013aedb44127e290adaea361983563ecbe141e5d1f9465bd85f4c1',100.0,1781736057,1,'2026-06-18T00:40:57.371729+02:00',NULL,NULL,NULL,'["Cloud Native", "Kubernetes", "GitOps"]','["[ENTERPRISE-STABLE]"]','["docs/kustomize.md"]','["kustomize.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:09.526442+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kotalco/kotal','Kotal operator','','2025',2,'A multi-client blockchain node operator for Kubernetes. Simplifies configuring and maintaining decentralized networks (such as Ethereum and IPFS) through native Kubernetes custom resources.','Go','Repository','Advanced',0,'online','manual','0837b2710101c70e8a9c9f33b7ceb51e1fbc6d4b866a8b813011ccd6d6ab5eec',100.0,1779033612,1,'2024-05-04T16:17:07Z',NULL,NULL,NULL,'["Orchestration", "Kubernetes", "Operators"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-05-04T16:17:07Z", "gh_stars": 221, "gh_open_issues_30d": 11, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:10.207687+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/krateoplatformops/krateo','github.com/krateoplatformops/krateo','','2025',0,'Krateo Platform Ops is an emerging control plane orchestrator designed to build standardized internal platforms. Utilizing Crossplane underneath, it helps platform engineers manage heterogeneous cloud resources, database deployments, and infrastructure pipelines via declarative Kubernetes interfaces.','Go','Control Plane Orchestrator','Advanced',1,'online','manual','66c8af7d61a1aee4c9a16aa4409bd49dc4b4becf2cd5dd705e1883890ba504dc',100.0,1781736047,1,'2026-06-18T00:40:47.150831+02:00',NULL,NULL,NULL,'["Operations", "Platform Engineering", "Control Planes"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "gh_open_issues_30d": 4, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:10.901690+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/krestomatio/keydb-operator','krestomatio/keydb-operator','','2023',5,'Manages KeyDB setups, providing high-speed, multi-threaded cache nodes with automated replica synchronization, cluster scaling, and rapid failover handling.','Go','Operator','Advanced',0,'online','manual','3e8faa933bd9d0a1fc08f285fabdbb8feeb6bcde974156407e2e74a86903eca6',100.0,1779032074,1,'2026-06-10T04:20:54Z',NULL,NULL,NULL,'["Infrastructure", "Data Management", "In-Memory Databases", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-10T04:20:54Z", "gh_stars": 59, "gh_open_issues_30d": 3, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:11.625325+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kris-nova/kaar','kris-nova/kaar','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','c3fb2c8d9110d944e2f368f46734872a1f882009320f7df82d3872d1ad20f692',100.0,1779034346,0,'2026-05-17T18:12:26.375639+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/krisnova/kaar", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:12.213965+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kris-nova/naml','naml: Not another markup language','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','7ad4390e9ee29e70addd2a40691210c3205fec47d7bf919ecf3325a4f28c6c35',100.0,1779032035,0,'2026-05-17T17:33:55.135019+02:00',NULL,NULL,NULL,'[]','[]','["docs/yaml.md"]','[]','{}','{"duplicate_of": "https://github.com/krisnova/naml", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:12.804722+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/krisnova/kaar','kris-nova/kaar','','2020',2,'Created by the late Kris Nova, Kaar is a Kubernetes Application Archive format tool designed to bundle container storage and system states into self-contained physical archives. Highly experimental and historical developer asset.','Go','Backup Tool','High',0,'online','manual','72e38de5b3a30b405f089cd8ad6d61ee3cd1ea6fb673f80b3cded219850a623f',100.0,1779130494,1,'2022-05-04T14:27:12Z',NULL,NULL,NULL,'["Infrastructure", "Container Backup", "Image Archiving"]','["[EMERGING]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-05-04T14:27:12Z", "gh_stars": 152, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:13.470805+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/krisnova/naml','naml: Not another markup language','','2024',5,'An innovative manifest generator replacing YAML markup with type-safe, compiled Go programs. Introduces compiler safety, automated integration testing, and clean OOP abstractions into GitOps deployment pipelines.','Go','Library','High',0,'online','manual','9d5671b4b99b23356f80ad9a31b9d390f467f6f01a2b8e1e174380b81e75e024',100.0,1779130495,1,'2023-07-21T08:28:22Z',NULL,NULL,NULL,'["Platform Engineering", "Kubernetes Manifests", "Alternative Manifest Engines"]','["[DE FACTO STANDARD]"]','["docs/yaml.md"]','["data-and-advanced-analytics.md", "yaml.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-07-21T08:28:22Z", "gh_stars": 1261, "is_special": true, "gh_open_issues_30d": 15, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:14.135169+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kristofferandreasen/awesome-azure','github.com/kristofferandreasen/awesome-azure: Awesome Azure','','2026',0,'A structured directory detailing Azure-focused scripts, arm templates, and services. It provides functional entry points for systems engineers navigating Microsoft''s cloud ecosystem. While some elements lean towards legacy ARM configurations, it provides solid structural patterns for hybrid-cloud architects.','N/A','Repository','Intermediate',0,'online','manual','4f7d359de862bcbf74cfdd68e49cb070551e7e7d93441394e627c4579d793c41',100.0,1781736123,1,'2026-06-18T00:42:03.245156+02:00',NULL,NULL,NULL,'["Cloud Infrastructure", "Azure", "Resources"]','["[LEGACY]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true, "gh_open_issues_30d": 8, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:14.813287+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/ksctl/ksctl','Ksctl: Cloud Agnostic Kubernetes Management tool','','2023',3,'A cloud-agnostic cluster management command-line tool designed to easily deploy HA clusters across different hyperscalers like AWS, Azure, GCP, or Civo, and local environments such as kind, maintaining standardized bootstrap workflows.','Go','Cluster Provisioner','High',0,'online','manual','0c7e381891ed2c0bba662a06fbe9dabfd95e12fe2cb671fea7022b51daa8c0e5',100.0,1779130494,1,'2026-05-23T18:26:04Z',NULL,NULL,NULL,'["Infrastructure", "Cluster Provisioning", "Multi-Cloud"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-23T18:26:04Z", "gh_stars": 269, "gh_open_issues_30d": 23, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:15.517439+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kserve/kserve','KFServing 🌟','','2019',5,'KServe (formerly KFServing) provides a highly performant, serverless machine learning inference platform on Kubernetes. It abstracts raw routing, scaling, and GPU configurations, supporting frameworks like TensorFlow, PyTorch, and ONNX.','Go','ML Platform','High',1,'online','manual','9b191ca344d4b4dbb2e453f7d926923ad184eb9878855e2680d656095559fd47',100.0,1779130494,1,'2026-06-12T20:20:45Z',NULL,NULL,NULL,'["Machine Learning", "Model Serving", "Serverless ML"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:20:45Z", "gh_stars": 5573, "gh_open_issues_30d": 648, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:16.206346+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/ksoclabs/awesome-kubernetes-security','==ksoclabs/awesome-kubernetes-security== 🌟','','2023',5,'An expert-level compilation of Kubernetes security tools, vulnerability papers, threat simulations, and posture management (KSPM) frameworks. Ideal for penetration testers and cloud security engineers auditing the security posture of enterprise orchestrators.','Markdown','Awesome List','Advanced',0,'online','manual','86bf24926cb49549c6e032ba501ce7a1cde1afc39831023161c77ae4fcd6d46c',100.0,1781736123,1,'2026-06-18T00:42:03.142089+02:00',NULL,NULL,NULL,'["Curation", "Awesome Lists", "Security"]','["[DE FACTO STANDARD]"]','["docs/other-awesome-lists.md"]','["architectural-foundations.md", "other-awesome-lists.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "is_special": true, "gh_open_issues_30d": 10, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:16.899490+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/ktock/buildg','==buildg: Interactive debugger for Dockerfile== 🌟','','2026',5,'Buildg is an interactive debugger designed specifically for Dockerfiles, built on top of BuildKit. It allows engineers to step through build instructions, set breakpoints, inspect the filesystem state at specific build steps, and launch interactive shells during intermediate builds. This dramatically reduces the trial-and-error loop when debugging complex multi-stage Dockerfiles.','Go','Tool','High',0,'online','manual','8cffa16d70cf3f07e62c80441249b1987a2b8fd50045b612f179ab73ab4b7115',100.0,1779029371,1,'2026-05-07T20:04:29Z',NULL,NULL,NULL,'["Infrastructure", "Containerization", "Debugging"]','["[DE FACTO STANDARD]"]','["docs/docker.md"]','["docker.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-07T20:04:29Z", "gh_stars": 1499, "gh_open_issues_30d": 14, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:17.577216+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kube-aws/kube-spot-termination-notice-handler','kube-spot-termination-notice-handler','','2021',5,'A daemon that polls the AWS EC2 spot termination notice metadata endpoint, initiating graceful drains of workloads when an interruption signal is triggered. Superseded by newer cloud-specific node termination handlers.','Go','DaemonSet','Intermediate',1,'online','manual','7457be0ad6771a50847a828c730671e0ac6d2b712974894a078a5634d6e0a738',100.0,1779031796,1,'2023-10-25T14:47:15Z',NULL,NULL,NULL,'["Infrastructure", "Reliability", "Graceful Shutdown"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-10-25T14:47:15Z", "gh_stars": 380, "gh_open_issues_30d": 13, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:18.251574+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kube-burner/kube-burner','kube-burner 🌟','','2020',3,'A specialized performance and orchestration tool designed to stress-test Kubernetes clusters. It automates object creation, monitors cluster health in real time via Prometheus, and measures scheduling latency at scale.','Go','CLI Tool','High',0,'online','manual','7d3a313a15a9a64f4d8dfeacb53a9922c7d5494cb20bf8970f888f7df4808c3d',100.0,1779130494,1,'2026-06-08T17:51:22Z',NULL,NULL,NULL,'["Performance & Testing", "Load Testing", "Benchmarking"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T17:51:22Z", "gh_stars": 773, "gh_open_issues_30d": 19, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:18.972974+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kube-logging/logging-operator','kube-logging/logging-operator','','2026',2,'An enterprise-grade Kubernetes operator engineered to automate the lifecycle of Fluentd and Fluent Bit collectors. Simplifies logging pipelines through declarative CRDs, featuring dynamic multi-tenant log isolation, secure buffer management, and reliable downstream routing rules.','Go','Repository','Advanced',1,'online','manual','d1c9b90ba239f84a8611b31918e41ccfae1540c8b6eecd022dc8daf28842dc5a',100.0,1779034332,1,'2026-06-12T22:04:47Z',NULL,NULL,NULL,'["Observability", "Logging", "Operators"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-monitoring.md"]','["kubernetes-monitoring.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T22:04:47Z", "gh_stars": 1695, "gh_open_issues_30d": 43, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:19.718189+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kube-ns-suspender/kube-ns-suspender','govirtuo/kube-ns-suspender 🌟','','2021',2,'A cloud-cost mitigation helper designed to scale down resources in designated Kubernetes namespaces during idle hours (e.g., nights and weekends). It intercepts workload resources like Deployments and StateSets to reduce overhead.','Go','Controller','Medium',1,'online','manual','370300345b32ee09294e2af0050895f19497091a78a8762f52b072ff565ba145',100.0,1779130495,1,'2025-03-14T17:43:03Z',NULL,NULL,NULL,'["Resource Management", "FinOps", "Cluster Scale Down"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2025-03-14T17:43:03Z", "gh_stars": 84, "gh_open_issues_30d": 15, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:20.411131+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kube-vip/kube-vip','kube-vip','','2019',5,'Kube-Vip is a lightweight virtual IP and load balancer engine designed for bare-metal Kubernetes environments, offering high availability for both control planes and LoadBalancer-type services. Operating as a DaemonSet, it negotiates IP addresses.','Go','Infrastructure Daemon','Advanced',0,'online','manual','7479b6f4ec4e498ddf325ad75d433009f16e5eee52e8a9297784148711004217',100.0,1779032344,1,'2026-06-12T16:06:14Z',NULL,NULL,NULL,'["Network & Connectivity", "IP Address Management", "Load Balancing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T16:06:14Z", "gh_stars": 2859, "gh_open_issues_30d": 65, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:21.137495+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubecfg/kubecfg','github.com/kubecfg/kubecfg','','2016',5,'Kubecfg is a Jsonnet-based configuration manager designed to generate and apply Kubernetes manifests with deterministic accuracy. By treating Kubernetes resources as code modules, it supports deep inheritance, abstraction, and parameterization of resource schemas.','Go','CLI Tool','Advanced',0,'online','manual','28787866aedee99095fb0b1e1ffc5b62edba4a3f8e2984ca1fc4f5207d4c5383',100.0,1779030928,1,'2026-06-13T19:50:28Z',NULL,NULL,NULL,'["GitOps & Delivery", "Configuration Management", "Templating Tools"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T19:50:28Z", "gh_stars": 255, "gh_open_issues_30d": 30, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:21.830673+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/cluster-turndown','Cluster Turndown','','2024',5,'A specialized cost-optimization controller that scales cluster worker groups down to zero during idle execution windows. Promotes strong governance over testing runtimes and non-production dynamic resource instances.','Go','Controller','Intermediate',1,'online','manual','b52114740ff857a2fd6826ecb3461bb64f00de23227b05b5f548da3ecc64c009',100.0,1779030711,1,'2026-06-05T18:19:12Z',NULL,NULL,NULL,'["Infrastructure", "Cost Optimization", "Scheduling"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-05T18:19:12Z", "gh_stars": 286, "gh_open_issues_30d": 26, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:22.533971+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/cost-model','github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus'' metric exporter','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','58b4fe6b649a9ae98023875b36520bd325ac12c7463a430cb57e7371638722be',100.0,1779029917,0,'2026-05-17T16:58:37.099854+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://github.com/opencost/opencost", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:23.137737+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubecost/kubectl-cost','kubectl-cost','','2023',3,'A dedicated `kubectl` command-line plugin designed to interact directly with Kubecost APIs. Enables cluster administrators to quickly fetch real-time and historical financial metrics without accessing external graphical dashboards.','Go','Tool','Intermediate',0,'online','manual','6bad65098abf34b9ef26046e470ae3f770c9a2661a2871332b9b8190403c2c22',100.0,1779032575,1,'2026-06-10T22:50:27Z',NULL,NULL,NULL,'["Infrastructure Optimization", "Cost Management", "Tooling"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-10T22:50:27Z", "gh_stars": 1041, "gh_open_issues_30d": 25, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:23.818422+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubefirst/kubefirst','==github.com/kubefirst/kubefirst==','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','31774c4cfb73bc62c2093b13e555883036b61bd91bcf976a301b586e31aef091',100.0,1779031697,0,'2026-05-17T17:28:17.007543+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/konstructio/kubefirst", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:24.420139+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeflow/kfserving','KFServing 🌟','','N/A',0,NULL,NULL,NULL,NULL,0,NULL,'manual','8ba963252e30c4a5d10725eb35c008e4a42c2e173825f7fa74928c3eebf1e560',100.0,1779033675,0,'2026-05-17T18:01:15.654738+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:25.018976+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeguard/guard','Guard','','2021',5,'Guard (by Appscode) is an advanced authentication and authorization engine built for Kubernetes, allowing secure webhook integrations with identity providers. Useful for scaling zero-trust validation within multi-tenant clusters.','Go','CLI Tool','Advanced',0,'online','manual','e4a436c77eca5af50d5dbf79d16ddee804346139ad870945f640dd85e4ea44a2',100.0,1779130494,1,'2026-05-21T15:29:07Z',NULL,NULL,NULL,'["Cloud Native Security", "Infrastructure Security", "Admission Control"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-21T15:29:07Z", "gh_stars": 620, "gh_open_issues_30d": 52, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:25.787958+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubehelper/kubehelper','KubeHelper','','2024',5,'An interactive terminal user interface designed to assist operators with fast cluster checks, resource inspection, and safe resource cleaning. Provides structural menu shortcuts, eliminating the need to execute lengthy nested kubectl commands manually.','Go','CLI Tool','Low',0,'online','manual','bbd8910634940f7da85391f196e3c97e7e35637bcc5d10e8add15044254f4bb9',100.0,1779034497,1,'2021-02-15T13:27:24Z',NULL,NULL,NULL,'["Operations", "Command Line Tools", "Cluster Utilities"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "GPL-3.0", "gh_pushed": "2021-02-15T13:27:24Z", "gh_stars": 249, "gh_open_issues_30d": 1, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:26.472742+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeinit/kubeinit','Kubeinit 🌟','','2026',5,'Curator Insight vs Live Grounding: Kubeinit was designed as an Ansible automation tool to deploy Kubernetes, OKD, or OpenShift on VMs using libvirt/KVM. Live telemetry shows this repository has moved to legacy status with zero recent commits, reflecting a shift toward Cluster API providers for virtualization.','Python/Ansible','Repository','Advanced',0,'duplicate','manual','30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3',100.0,1779033845,1,'2025-12-05T21:26:59Z',NULL,NULL,NULL,'["Provisioning", "Ansible", "Virtualization"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-on-premise.md"]','["kubernetes-on-premise.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-12-05T21:26:59Z", "gh_stars": 222, "duplicate_of": "https://github.com/Kubeinit/kubeinit", "gh_open_issues_30d": 5, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:27.174186+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubemq-io/kubemq-community','github.com/kubemq-io/kubemq-community 🌟','','2024',5,'The primary community codebase for KubeMQ. It showcases a lightweight, high-throughput message broker written in Go, specifically optimized for containerized microservice routing patterns inside Kubernetes.','Go','Code','Intermediate',0,'online','manual','26be1f454a72862d41e500b7e6e68eea0316a06151ab10ac9164a914a66cc46b',100.0,1779034233,1,'2023-02-18T04:16:19Z',NULL,NULL,NULL,'["Infrastructure", "Message Brokers", "KubeMQ"]','["[DE FACTO STANDARD]"]','["docs/message-queue.md"]','["message-queue.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-02-18T04:16:19Z", "gh_stars": 667, "gh_open_issues_30d": 5, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:27.873791+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubenav/kubenav','kubenav','','2025',4,'A lightweight multi-platform open-source navigator designed for mobile devices (iOS, Android) and desktop. Delivers secure cluster troubleshooting, rapid log auditing, and safe shell executions directly on remote servers.','Dart','Repository','Intermediate',0,'online','manual','cc2b5c098452f2518d4d2137de361f8c9e3861275aaa2e9ee9bffb250d413d74',100.0,1779029380,1,'2026-06-01T01:46:56Z',NULL,NULL,NULL,'["Platform Engineering", "UI & Dashboards", "Mobile Administration"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-based-devel.md"]','["kubernetes-based-devel.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2026-06-01T01:46:56Z", "gh_stars": 2274, "gh_open_issues_30d": 41, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:28.585376+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeops/config-syncer','==kubeops/config-syncer: Config Syncer (previously Kubed)==','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','534fd5b271e0124f649c91c528558cefbfb1f2c94aecde0f4746e6fdcb8a1509',100.0,1779031521,0,'2026-05-17T17:25:21.229441+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/config-syncer/config-syncer", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:29.185328+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeops/ui-server','identity-server','','2021',1,'An identity and authorization server built specifically for Kubernetes dashboard architectures. It integrates with native OpenID Connect (OIDC) providers to manage secure user sessions and token exchanges for web UIs.','Go','Identity Provider','High',1,'online','manual','976a2f5e5b440221f3ed9a2de22165b937adcdf6fc3204889c1811be2a0c9ea3',100.0,1779130495,1,'2026-06-13T03:45:28Z',NULL,NULL,NULL,'["Security", "Identity & Access", "Authentication"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T03:45:28Z", "gh_stars": 27, "gh_open_issues_30d": 2, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:29.874373+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubeopsskills/cloud-secret-resolvers','kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)','','2021',2,'An open-source operator-free secret resolver utility that queries AWS, Azure, and GCP secret stores dynamically, writing resolved parameters straight into runtime Kubernetes configurations. Reduces overhead associated with bulky operator systems.','Go','Tool','Intermediate',1,'online','manual','f26f51430c382c7a8c629e1a75b95f2c292a675b9285750e8b7e033167d02d48',100.0,1779030711,1,'2022-06-22T10:39:05Z',NULL,NULL,NULL,'["Security", "Secrets Management", "Kubernetes Integration"]','["[COMMUNITY-TOOL]"]','["docs/devsecops.md"]','["devsecops.md"]','{}','{"gh_license": "MIT", "gh_pushed": "2022-06-22T10:39:05Z", "gh_stars": 35, "gh_open_issues_30d": 2, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:30.566258+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubepack/chart-doc-gen','chart-doc-gen: Helm Chart Documentation Generator','','2022',2,'Command-line utility that extracts configuration variables directly from values.yaml to compile uniform Markdown files. Speeds up delivery by ensuring user manuals and codebases stay perfectly aligned.','Go','Plugin','Beginner',0,'online','manual','3cf55fa13e1a671d356837825acf23af6a782f0cb74eae5cc9398d49fb9d6d92',100.0,1779030803,1,'2026-05-16T02:01:15Z',NULL,NULL,NULL,'["Cloud Native", "Application Delivery", "Documentation Automation"]','["[COMMUNITY-TOOL]"]','["docs/helm.md"]','["helm.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-05-16T02:01:15Z", "gh_stars": 122, "gh_open_issues_30d": 8, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:31.270479+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubepug/kubepug','==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)=='' ⭐','','2019',5,'KubePug checks local resources against upcoming Kubernetes API deprecations and removals. By parsing live resources or raw manifest directories, it provides warning indicators mapping to the designated target version''s deprecation roadmap. This tool forms a critical gate inside pipeline verifications.','Go','CLI Tool / kubectl Plugin','Intermediate',0,'online','manual','546a2f76b2780f056a0e9b590a1a3bc1374dce6383528956ff2afdef6364d3a0',100.0,1779032055,1,'2026-06-08T09:31:44Z',NULL,NULL,NULL,'["Cluster Lifecycle", "Upgrades & Compliance", "Static Analysis"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T09:31:44Z", "gh_stars": 1835, "gh_open_issues_30d": 38, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:31.953969+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubereboot/kured','github.com/kubereboot/kured ⭐','','2026',5,'The industry-standard daemonset that monitors clusters for nodes requiring OS-level reboots. Using a coordinated API locking strategy, kured drains and reboots nodes sequentially, preserving cluster-wide resource availability during maintenance windows.','Go','DaemonSet','Medium',0,'online','manual','08fd05371ed694fe460e32a28d52b40bdef0ff8b63d69ee62cc2a4a8016bd7bc',100.0,1779031564,1,'2026-06-11T21:26:44Z',NULL,NULL,NULL,'["Infrastructure", "Node Provisioning", "Reboot Orchestration"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-11T21:26:44Z", "gh_stars": 2543, "gh_open_issues_30d": 57, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:32.639904+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kuberhealthy/kuberhealthy','kuberhealthy 🌟','','2024',5,'Kuberhealthy schedules dynamic, real-world actions as background test suites. It detects underlying API, network, or storage decay that static monitoring tools overlook by continually validating that clusters are functionally operational.','Go','Operator','Advanced',0,'online','manual','a01379b3010823904038e846f81c24f722060cf701a5e9378554661d62f6272b',100.0,1779130495,1,'2026-06-02T05:58:58Z',NULL,NULL,NULL,'["Reliability", "Monitoring", "Synthetic Monitoring", "Operators"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-02T05:58:58Z", "gh_stars": 2247, "gh_open_issues_30d": 21, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:33.370083+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kuberlogic/kuberlogic','kuberlogic','','2022',2,'Kuberlogic is an open-source operator-driven engine designed to turn standard open-source databases (PostgreSQL, MySQL, Redis) into a managed Database-as-a-Service (DBaaS) on Kubernetes. It automates backups, scaling, auto-healing, and monitoring, providing a self-hosted alternative to RDS. However, it remains a smaller community effort.','Go','Controller','High',0,'online','manual','cf3ddffd441ae1c89c416b39ea700a7b26053c5f33e1a7cc13b344d339a518b0',100.0,1779032159,1,'2022-10-26T14:38:18Z',NULL,NULL,NULL,'["Database Orchestration", "Database-as-a-Service", "SaaS Builders"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2022-10-26T14:38:18Z", "gh_stars": 228, "gh_open_issues_30d": 2, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:34.051309+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/fubectl','fubectl','','2026',5,'A widely adopted wrapper layer of shell helper functions and interactive `fzf` auto-completers designed to supercharge kubectl navigation. Radically simplifies log inspections, shell attachment prompts, and port forwarding setups.','Bash','CLI Tool','Beginner',0,'online','manual','6bb6ef7e2027b10db5fc1753953334a6f0f89021ec7407ce3e84f29c9528115e',100.0,1779034139,1,'2026-02-18T08:38:54Z',NULL,NULL,NULL,'["Developer Experience", "CLI Utilities", "Context Management"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-02-18T08:38:54Z", "gh_stars": 1002, "gh_open_issues_30d": 11, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:34.734231+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/kubecarrier','KubeCarrier - Service Management at Scale','','2023',5,'KubeCarrier is an open-source system designed for managing services across multiple Kubernetes clusters using a Service App Store model based on CRDs. Curator insights framed it as an enterprise-ready hub for multi-tenant services; however, live grounding reveals the project has been archived by Kubermatic. It remains academically and architecturally notable for showing how to use Hub-and-Spoke cluster patterns to automate service provisioning.','Go','Software','Advanced',0,'online','manual','cdeca712f167e1ebbd9e47da971ef81314edde045093745dac14d6ba50e8663f',100.0,1779032372,1,'2023-07-05T20:56:40Z',NULL,NULL,NULL,'["Multi-Cluster", "Service Management", "Operator Framework"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes-tools.md", "docs/kubernetes.md"]','["kubernetes-tools.md", "kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-07-05T20:56:40Z", "gh_stars": 291, "gh_open_issues_30d": 13, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:35.427015+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubermatic/kubeone','==kubermatic/kubeone== 🌟','','2024',4,'KubeOne is a highly opinionated, declarative Kubernetes cluster provisioning and lifecycle management tool. Utilizing the Cluster API under the hood, it automates the creation, upgrade, and maintenance of single control-plane or highly-available clusters across various cloud providers and bare-metal environments.','Go','CLI Tool','High',0,'online','manual','774d41c037db09506f5aeae4c27b66e363d5e2e624644905ebb94af4b11225f7',100.0,1779031046,1,'2026-06-03T21:13:34Z',NULL,NULL,NULL,'["Cluster Management", "Provisioning", "Declarative Clusters"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-03T21:13:34Z", "gh_stars": 1513, "gh_open_issues_30d": 100, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:36.101878+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-client','github.com/kubernetes-client 🌟','','2026',0,'The master repository for official Kubernetes API clients. It coordinates client generation profiles across Python, Java, JavaScript, and Go, serving as the base for building advanced cloud orchestration tools.','Multi','Repository Directory','Advanced',0,'duplicate','manual','f9afe847a27cfed4f08ab1bf87f4a7913f0636f1d90aa7aae6309ad7aa645ac6',100.0,1779033782,1,'2026-05-17T18:03:02.454555+02:00',NULL,NULL,NULL,'["Cloud Native & K8s", "Kubernetes API", "Official SDKs"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-client-libraries.md"]','["kubernetes-client-libraries.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A", "duplicate_of": "https://github.com/kubernetes-client/python"}');
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INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/etcdadm','github.com/kubernetes-sigs/etcdadm ⭐','','2018',3,'A retired cluster administration tool inspired by kubeadm, designed to provision and operate secure, HA etcd clusters. Although deprecated in the Kubernetes-retired ecosystem, it served as a foundational pattern for bootstrap orchestrators.','Go','Cluster Installer','High',0,'online','manual','74b1a330a79242cd06f6d9fa042d24276e94431e09c9fb3706af3511ec7d8191',100.0,1779130494,1,'2024-04-29T17:19:53Z',NULL,NULL,NULL,'["Infrastructure", "Control Plane", "etcd Management"]','["[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-04-29T17:19:53Z", "gh_stars": 747}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/frakti','Frakti','','2020',5,'Critical Live Grounding: Built originally to support hypervisor-based Container Runtime Interfaces (CRI), Frakti has been officially retired and archived by the Kubernetes organization. Modern environments utilize container-native VM interfaces like Kata Containers or Firecracker integrated directly into containerd.','Go','Repository','Advanced',0,'online','manual','07833ef4cc0c9fb288a03de53893ff40afa113ac6f2543303073a13f38adc569',100.0,1779130494,1,'2020-12-15T16:30:13Z',NULL,NULL,NULL,'["Containerization", "Runtimes", "Hypervisor-based Runtimes"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/container-managers.md"]','["container-managers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2020-12-15T16:30:13Z", "gh_stars": 675}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/hierarchical-namespaces','kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller (HNC)','','2020',5,'The Hierarchical Namespace Controller (HNC) allowed users to establish parent-child relationships between namespaces to propagate policies, secrets, and roles. Although highly influential for multi-tenant self-service models, the repository has been officially retired as of recent CNCF updates, steering teams toward newer vcluster or namespace-controller patterns.','Go','Controller','Advanced',0,'online','manual','cf35f6850e587357b7265284a4ee38df7649f31c9f7e1ebc0d775977662ffb86',100.0,1779130494,1,'2025-04-07T00:22:00Z',NULL,NULL,NULL,'["Kubernetes", "Multi-Tenancy", "Namespace Management"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-04-07T00:22:00Z", "gh_stars": 667}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kpng','kubernetes-sigs/kpng','','2021',5,'Originally conceived as the next-generation Kubernetes Proxy (KPNG) to split kube-proxy into a clean control plane and specialized data planes. Live grounding confirms the project has been officially retired by SIG Network, though its architectural lessons on decoupled state distribution continue to influence modern custom dataplane designs.','Go','Core Component','Advanced',0,'online','manual','600ce80e685a81a0beb113112dc6330d72d64df910cd6a075a0477d4acf8aef1',100.0,1779130494,1,'2024-07-09T05:36:20Z',NULL,NULL,NULL,'["Kubernetes", "Networking", "Service Routing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-07-09T05:36:20Z", "gh_stars": 240}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kube-batch','kube-batch','','2018',2,'An early batch scheduler for Kubernetes designed to run high-performance computing (HPC) and deep learning workloads. Note: This project is now retired and archived; its features have been superseded by Volcano or the native Kubernetes scheduler queueing enhancements.','Go','Batch Scheduler','High',0,'online','manual','1e384314b52bd9b4322348255137977944a4424b07518c238c49d614e04864e5',100.0,1779130494,1,'2023-05-22T13:50:02Z',NULL,NULL,NULL,'["Scheduling", "Batch Workloads", "HPC"]','["[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-05-22T13:50:02Z", "gh_stars": 1091}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kubefed','KubeFed: Kubernetes Cluster Federation','','2026',5,'The retired multi-cluster federation engine (KubeFed). Designed to coordinate resources across multiple clusters, it was retired due to design limitations. Modern production multi-cluster strategies have migrated to architectures like Karmada, Open Cluster Management (OCM), or global service meshes.','Go','Tool','Advanced',0,'online','manual','330530461748600ca09970c48f751e2e654f4ec63165febd67428027693ec1d6',100.0,1779130494,1,'2023-03-24T21:50:24Z',NULL,NULL,NULL,'["Operations", "Multi-Cluster", "Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-03-24T21:50:24Z", "gh_stars": 2483}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kui','kubernetes-sigs/kui','','2019',3,'A hybrid visual/command-line tool built on Electron to interact with Kubernetes APIs. Note: This project is retired/archived by the Kubernetes-SIGs group; alternative options include active terminal tools such as k9s or Lens.','TypeScript','Visual CLI','High',0,'online','manual','6f26251f692c9c7c121fd0767399a108a6f37d72f6c237d987cb876016a40866',100.0,1779130494,1,'2025-07-12T22:06:01Z',NULL,NULL,NULL,'["Developer Experience", "CLI Tools", "Visual terminal"]','["[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-07-12T22:06:01Z", "gh_stars": 2899}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc','Hierarchical namespaces','','2023',5,'The repository source for the Hierarchical Namespace Controller (HNC). While archived on GitHub, it remains highly informative for establishing cascading sub-namespace parameters and resource hierarchies.','Go','Repository','Advanced',0,'online','manual','0ce8e552037cf09512073a654acd18b1d620d41283c0c70701bfefe4b91d7551',100.0,1779130494,1,'2023-05-11T21:17:56Z',NULL,NULL,NULL,'["Platform Engineering", "Multi-Tenancy", "Hierarchical Namespaces"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-05-11T21:17:56Z", "gh_stars": 942}');
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INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kpng','kubernetes-sigs/kpng','','2021',5,'Originally conceived as the next-generation Kubernetes Proxy (KPNG) to split kube-proxy into a clean control plane and specialized data planes. Live grounding confirms the project has been officially retired by SIG Network, though its architectural lessons on decoupled state distribution continue to influence modern custom dataplane designs.','Go','Core Component','Advanced',0,'online','manual','600ce80e685a81a0beb113112dc6330d72d64df910cd6a075a0477d4acf8aef1',100.0,1779130494,1,'2024-07-09T05:36:20Z',NULL,NULL,NULL,'["Kubernetes", "Networking", "Service Routing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2024-07-09T05:36:20Z", "gh_stars": 240, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:43.110197+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kube-batch','kube-batch','','2018',2,'An early batch scheduler for Kubernetes designed to run high-performance computing (HPC) and deep learning workloads. Note: This project is now retired and archived; its features have been superseded by Volcano or the native Kubernetes scheduler queueing enhancements.','Go','Batch Scheduler','High',0,'online','manual','1e384314b52bd9b4322348255137977944a4424b07518c238c49d614e04864e5',100.0,1779130494,1,'2023-05-22T13:50:02Z',NULL,NULL,NULL,'["Scheduling", "Batch Workloads", "HPC"]','["[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-05-22T13:50:02Z", "gh_stars": 1091, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:43.778137+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kubefed','KubeFed: Kubernetes Cluster Federation','','2026',5,'The retired multi-cluster federation engine (KubeFed). Designed to coordinate resources across multiple clusters, it was retired due to design limitations. Modern production multi-cluster strategies have migrated to architectures like Karmada, Open Cluster Management (OCM), or global service meshes.','Go','Tool','Advanced',0,'online','manual','330530461748600ca09970c48f751e2e654f4ec63165febd67428027693ec1d6',100.0,1779130494,1,'2023-03-24T21:50:24Z',NULL,NULL,NULL,'["Operations", "Multi-Cluster", "Federation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-03-24T21:50:24Z", "gh_stars": 2483, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:44.444327+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/kui','kubernetes-sigs/kui','','2019',3,'A hybrid visual/command-line tool built on Electron to interact with Kubernetes APIs. Note: This project is retired/archived by the Kubernetes-SIGs group; alternative options include active terminal tools such as k9s or Lens.','TypeScript','Visual CLI','High',0,'online','manual','6f26251f692c9c7c121fd0767399a108a6f37d72f6c237d987cb876016a40866',100.0,1779130494,1,'2025-07-12T22:06:01Z',NULL,NULL,NULL,'["Developer Experience", "CLI Tools", "Visual terminal"]','["[LEGACY]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-07-12T22:06:01Z", "gh_stars": 2899, "gh_open_issues_30d": 6, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:45.143858+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc','Hierarchical namespaces','','2023',5,'The repository source for the Hierarchical Namespace Controller (HNC). While archived on GitHub, it remains highly informative for establishing cascading sub-namespace parameters and resource hierarchies.','Go','Repository','Advanced',0,'online','manual','0ce8e552037cf09512073a654acd18b1d620d41283c0c70701bfefe4b91d7551',100.0,1779130494,1,'2023-05-11T21:17:56Z',NULL,NULL,NULL,'["Platform Engineering", "Multi-Tenancy", "Hierarchical Namespaces"]','["[DE FACTO STANDARD]", "[LEGACY]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-05-11T21:17:56Z", "gh_stars": 942, "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:45.826493+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs','Kubernetes SIGs','','2024',0,'The official repository collection managed by Special Interest Groups. It acts as the home for core ecosystem tools, testing frameworks, API extensions, and auxiliary automation packages.','N/A','Repository','Advanced',0,'online','manual','1ebdd651edefc516652d5c80c649ee27e67bf9c6dbf8d67fa1f2fa8b3b613a56',100.0,1779032173,1,'2026-05-17T17:36:13.421005+02:00',NULL,NULL,NULL,'["Community & Governance", "SIGs", "Repositories"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_stars": 0, "gh_pushed": null, "gh_license": "N/A"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/aws-load-balancer-controller','==github.com/kubernetes-sigs/aws-load-balancer-controller==','','2026',5,'The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, and shared ALBs. It acts as the primary ingress controller for modern AWS EKS network architectures.','Go','Code Repository','Advanced',1,'online','manual','e96c23880736600bb844db45ddde2c16441a87670c49e244bb58be2b5eaca684',100.0,1779031983,1,'2026-06-12T20:36:48Z',NULL,NULL,NULL,'["Cloud Infrastructure", "Networking", "Ingress Controllers"]','["[DE FACTO STANDARD]"]','["docs/managed-kubernetes-in-public-cloud.md"]','["managed-kubernetes-in-public-cloud.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:36:48Z", "gh_stars": 4300}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/cluster-addons','Cluster Addons 🌟','','2025',5,'This SIG-Cluster-Lifecycle project establishes standard, declarative approaches for managing core cluster addons. It provides structured templates for bootstrapping, upgrading, and removing cluster utilities like CoreDNS or CSI engines safely.','Go','Repository','Advanced',0,'online','manual','a2e6eea11d1078fef0c8779e32d1be068881ea41a4c595714c6f20ba176d7b39',100.0,1779032046,1,'2023-04-24T19:59:04Z',NULL,NULL,NULL,'["Operations & Reliability", "Addons Management", "Cluster Lifecycle"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-04-24T19:59:04Z", "gh_stars": 156}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/cluster-api',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','ead71e9f56c783ba010a87db2d76899d165c14e0ec3e6dfb2bb845b58791c3cf',100.0,1779033092,1,'2026-05-17T17:51:32.913432+02:00',NULL,NULL,NULL,'[]','[]','["docs/ocp4.md"]','[]','{}','{"gh_license": "Apache-2.0"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/descheduler','Descheduler for Kubernetes 🌟','','2026',5,'A highly critical Kubernetes SIG project that addresses scheduling drift by continuously examining running pods against modified constraints, evicting pods that violate affinities, taints, topology spreads, or resource capacities.','Go','Controller','Advanced',1,'online','manual','800177eb1bbf2496c5264eb5b149803a972ae5fbaa153c8598970f0ad6496ce3',100.0,1779031825,1,'2026-06-08T10:13:47Z',NULL,NULL,NULL,'["Cluster Management", "Scheduling & Node Assignment", "Dynamic Balancing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md", "docs/ocp4.md"]','["kubernetes-tools.md", "ocp4.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T10:13:47Z", "gh_stars": 5441}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/e2e-framework','kubernetes-sigs/e2e-framework','','N/A',0,'Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, and native client-go validation patterns.','English','Repository','Advanced',0,'online','manual','57102640c25fb43e99dbed64bd1e680744003fe595379f30c016713a31976b44',100.0,1779030609,1,'2026-06-08T05:52:53Z',NULL,NULL,NULL,'["Cloud Native", "Kubernetes Development", "Testing Frameworks"]','["[ENTERPRISE-STABLE]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T05:52:53Z", "gh_stars": 659}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/etcdadm','github.com/kubernetes-sigs/etcdadm ⭐','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','2d9d6d5df7237724e18b45213219f932e33df0f5e6ed2088e49a9810934be1b7',100.0,1779030507,0,'2026-05-17T17:08:27.484024+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/etcdadm"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/external-dns','external-dns','','2024',5,'A vital ecosystem add-on that dynamically configures external DNS providers based on active Ingress and Service host declarations. Ensures automated external network connectivity.','Go','Repository','Advanced',1,'online','manual','654e152956ca97766a1312ecf102ea16c195e13878800fcf93396ae4c4ab8319',100.0,1779033567,1,'2026-06-13T21:06:32Z',NULL,NULL,NULL,'["Networking & Ingress", "DNS", "Automation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T21:06:32Z", "gh_stars": 8985}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/gateway-api','Kubernetes Gateway API','','2023',4,'Official GitHub repository for the standard Kubernetes Gateway API. This next-generation specification supersedes standard Ingress, offering expressive, role-oriented, and extensible routing APIs (Gateway, GatewayClass, and Route resources).','Go','Repository','Advanced',1,'online','manual','9b853c512489d4b358665cd406a72d7c98c3d11567570278578142b0ff19f417',100.0,1779030680,1,'2026-06-12T20:16:49Z',NULL,NULL,NULL,'["Networking", "Ingress & Gateway", "Gateway API"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-networking.md", "docs/kubernetes-operators-controllers.md", "docs/servicemesh.md"]','["kubernetes-networking.md", "kubernetes-operators-controllers.md", "servicemesh.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:16:49Z", "gh_stars": 2885}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/hierarchical-namespaces','kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller'' (HNC)','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','fdef75e2a80bfc946c00b02248b0c35953ca426910893e9e23b1357f8c72b720',100.0,1779029378,0,'2026-05-17T16:49:38.305644+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/hierarchical-namespaces"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/ingate','InGate: Ingress & Gateway API Controller (Archived)','','2021',2,'Architectural prototype designed to test Ingress integration patterns. Live engineering truth confirms this repository is archived by SIG-Network, as development has shifted entirely toward the standardized Gateway API.','Go','Repository','Advanced',1,'online','manual','c87518464900ff384554cca1a38f35aeb21edcd64c662194c30f9539ee2dfa1e',100.0,1779030330,1,'2026-03-17T07:49:06Z',NULL,NULL,NULL,'["Networking", "Ingress & Gateway", "Controllers"]','["[LEGACY]"]','["docs/kubernetes-networking.md", "docs/kubernetes-operators-controllers.md", "docs/servicemesh.md"]','["kubernetes-networking.md", "kubernetes-operators-controllers.md", "servicemesh.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-17T07:49:06Z", "gh_stars": 728}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kind','**kind**','','2026',4,'Kubernetes in Docker (kind) is an indispensable ecosystem framework utilizing Docker container nodes to model multi-node clusters. Widely favored for continuous integration (CI) workflows and high-speed local control plane validation.','Go','Tool','Intermediate',0,'online','manual','52fb81ed1c130986f2875d5f20c2dcd6be647ce0c25060548fc35fb4be8eac89',100.0,1779029056,1,'2026-06-12T19:04:50Z',NULL,NULL,NULL,'["Local Kubernetes Environments", "Containerized Clusters", "KIND"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-based-devel.md", "docs/matrix-table.md"]','["kubernetes-based-devel.md", "matrix-table.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T19:04:50Z", "gh_stars": 15299}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kpng','kubernetes-sigs/kpng','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','7d3870e0793fbcc96741fe8d5f173130b7a149ab0a111b8364313de86f0bd7b3',100.0,1779031983,0,'2026-05-17T17:33:03.520838+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/kpng"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md','Available kubectl plugins','','2026',5,'The master index of the Krew package manager, which lists community-contributed plugins for the kubectl CLI. This index serves as the central hub for operations engineers looking to discover, install, and catalog administrative and diagnostic command-line utilities.','Go','Index','Beginner',0,'online','manual','3751fc9d8df1a8a1fdd78727ddd16b967678a2cf3964a542426f9cb76d555f3d',100.0,1779031186,1,'2026-06-14T05:18:33Z',NULL,NULL,NULL,'["Operations", "Command Line Tools", "Kubectl Plugins"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md", "docs/other-awesome-lists.md"]','["kubernetes.md", "other-awesome-lists.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-14T05:18:33Z", "gh_stars": 691, "is_special": true}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kube-batch','kube-batch','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','8f3a4116d27d5d5d955755a2f759f9f2c74506091c12304ed423e70c43c52594',100.0,1779034098,0,'2026-05-17T18:08:18.043934+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/kube-batch"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kube-scheduler-simulator','kube-scheduler-simulator','','2024',3,'An interactive, web-based simulator designed to visualize, debug, and test custom scheduler configurations and plugins. It enables platform developers to step through scheduling decisions without modifying production clusters. Widely recognized in 2026 as an essential tool for training engineers on advanced scheduling concepts.','Go','Web Application','High',1,'online','manual','3793cba17a48f8974bb5ee8f5e585d24649c606cdc8abab27a355c65317beb78',100.0,1779032640,1,'2025-09-21T04:10:12Z',NULL,NULL,NULL,'["Infrastructure", "Scheduling", "Simulator"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-09-21T04:10:12Z", "gh_stars": 1092}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kubebuilder','kubernetes-sigs/kubebuilder','','2026',5,'Kubebuilder is the industry-standard developer framework for generating custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced code generators, and controller-runtime wrappers, it streamlines the creation of highly reliable operators.','Go','Repository','Advanced',0,'online','manual','29d9981ad02b766023817c041f9aa38e9b24e6541793c93eef23ea561d07f8dc',100.0,1779029113,1,'2026-06-12T23:52:37Z',NULL,NULL,NULL,'["Extensibility & Development", "Frameworks & Tooling", "Controller SDKs"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T23:52:37Z", "gh_stars": 9183}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/aws-load-balancer-controller','==github.com/kubernetes-sigs/aws-load-balancer-controller==','','2026',5,'The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, and shared ALBs. It acts as the primary ingress controller for modern AWS EKS network architectures.','Go','Code Repository','Advanced',1,'online','manual','e96c23880736600bb844db45ddde2c16441a87670c49e244bb58be2b5eaca684',100.0,1779031983,1,'2026-06-12T20:36:48Z',NULL,NULL,NULL,'["Cloud Infrastructure", "Networking", "Ingress Controllers"]','["[DE FACTO STANDARD]"]','["docs/managed-kubernetes-in-public-cloud.md"]','["managed-kubernetes-in-public-cloud.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:36:48Z", "gh_stars": 4300, "gh_open_issues_30d": 117, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:46.497060+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/cluster-addons','Cluster Addons 🌟','','2025',5,'This SIG-Cluster-Lifecycle project establishes standard, declarative approaches for managing core cluster addons. It provides structured templates for bootstrapping, upgrading, and removing cluster utilities like CoreDNS or CSI engines safely.','Go','Repository','Advanced',0,'online','manual','a2e6eea11d1078fef0c8779e32d1be068881ea41a4c595714c6f20ba176d7b39',100.0,1779032046,1,'2023-04-24T19:59:04Z',NULL,NULL,NULL,'["Operations & Reliability", "Addons Management", "Cluster Lifecycle"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2023-04-24T19:59:04Z", "gh_stars": 156, "gh_open_issues_30d": 6, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:47.215365+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/cluster-api',NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,'manual','ead71e9f56c783ba010a87db2d76899d165c14e0ec3e6dfb2bb845b58791c3cf',100.0,1779033092,1,'2026-05-17T17:51:32.913432+02:00',NULL,NULL,NULL,'[]','[]','["docs/ocp4.md"]','[]','{}','{"gh_license": "Apache-2.0", "gh_open_issues_30d": 203, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:47.882372+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/descheduler','Descheduler for Kubernetes 🌟','','2026',5,'A highly critical Kubernetes SIG project that addresses scheduling drift by continuously examining running pods against modified constraints, evicting pods that violate affinities, taints, topology spreads, or resource capacities.','Go','Controller','Advanced',1,'online','manual','800177eb1bbf2496c5264eb5b149803a972ae5fbaa153c8598970f0ad6496ce3',100.0,1779031825,1,'2026-06-08T10:13:47Z',NULL,NULL,NULL,'["Cluster Management", "Scheduling & Node Assignment", "Dynamic Balancing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-tools.md", "docs/ocp4.md"]','["kubernetes-tools.md", "ocp4.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T10:13:47Z", "gh_stars": 5441, "gh_open_issues_30d": 45, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:48.550890+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/e2e-framework','kubernetes-sigs/e2e-framework','','N/A',0,'Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, and native client-go validation patterns.','English','Repository','Advanced',0,'online','manual','57102640c25fb43e99dbed64bd1e680744003fe595379f30c016713a31976b44',100.0,1779030609,1,'2026-06-08T05:52:53Z',NULL,NULL,NULL,'["Cloud Native", "Kubernetes Development", "Testing Frameworks"]','["[ENTERPRISE-STABLE]"]','["docs/golang.md"]','["golang.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-08T05:52:53Z", "gh_stars": 659, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:49.307292+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/etcdadm','github.com/kubernetes-sigs/etcdadm ⭐','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','2d9d6d5df7237724e18b45213219f932e33df0f5e6ed2088e49a9810934be1b7',100.0,1779030507,0,'2026-05-17T17:08:27.484024+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/etcdadm", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:49.908369+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/external-dns','external-dns','','2024',5,'A vital ecosystem add-on that dynamically configures external DNS providers based on active Ingress and Service host declarations. Ensures automated external network connectivity.','Go','Repository','Advanced',1,'online','manual','654e152956ca97766a1312ecf102ea16c195e13878800fcf93396ae4c4ab8319',100.0,1779033567,1,'2026-06-13T21:06:32Z',NULL,NULL,NULL,'["Networking & Ingress", "DNS", "Automation"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-13T21:06:32Z", "gh_stars": 8985, "gh_open_issues_30d": 165, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:50.656070+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/gateway-api','Kubernetes Gateway API','','2023',4,'Official GitHub repository for the standard Kubernetes Gateway API. This next-generation specification supersedes standard Ingress, offering expressive, role-oriented, and extensible routing APIs (Gateway, GatewayClass, and Route resources).','Go','Repository','Advanced',1,'online','manual','9b853c512489d4b358665cd406a72d7c98c3d11567570278578142b0ff19f417',100.0,1779030680,1,'2026-06-12T20:16:49Z',NULL,NULL,NULL,'["Networking", "Ingress & Gateway", "Gateway API"]','["[ENTERPRISE-STABLE]"]','["docs/kubernetes-networking.md", "docs/kubernetes-operators-controllers.md", "docs/servicemesh.md"]','["kubernetes-networking.md", "kubernetes-operators-controllers.md", "servicemesh.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:16:49Z", "gh_stars": 2885, "gh_open_issues_30d": 219, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:51.387843+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/hierarchical-namespaces','kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller'' (HNC)','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','fdef75e2a80bfc946c00b02248b0c35953ca426910893e9e23b1357f8c72b720',100.0,1779029378,0,'2026-05-17T16:49:38.305644+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/hierarchical-namespaces", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:51.989722+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/ingate','InGate: Ingress & Gateway API Controller (Archived)','','2021',2,'Architectural prototype designed to test Ingress integration patterns. Live engineering truth confirms this repository is archived by SIG-Network, as development has shifted entirely toward the standardized Gateway API.','Go','Repository','Advanced',1,'online','manual','c87518464900ff384554cca1a38f35aeb21edcd64c662194c30f9539ee2dfa1e',100.0,1779030330,1,'2026-03-17T07:49:06Z',NULL,NULL,NULL,'["Networking", "Ingress & Gateway", "Controllers"]','["[LEGACY]"]','["docs/kubernetes-networking.md", "docs/kubernetes-operators-controllers.md", "docs/servicemesh.md"]','["kubernetes-networking.md", "kubernetes-operators-controllers.md", "servicemesh.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-03-17T07:49:06Z", "gh_stars": 728, "gh_open_issues_30d": 72, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:52.725847+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kind','**kind**','','2026',4,'Kubernetes in Docker (kind) is an indispensable ecosystem framework utilizing Docker container nodes to model multi-node clusters. Widely favored for continuous integration (CI) workflows and high-speed local control plane validation.','Go','Tool','Intermediate',0,'online','manual','52fb81ed1c130986f2875d5f20c2dcd6be647ce0c25060548fc35fb4be8eac89',100.0,1779029056,1,'2026-06-12T19:04:50Z',NULL,NULL,NULL,'["Local Kubernetes Environments", "Containerized Clusters", "KIND"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-based-devel.md", "docs/matrix-table.md"]','["kubernetes-based-devel.md", "matrix-table.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T19:04:50Z", "gh_stars": 15299, "gh_open_issues_30d": 223, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:53.418594+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kpng','kubernetes-sigs/kpng','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','7d3870e0793fbcc96741fe8d5f173130b7a149ab0a111b8364313de86f0bd7b3',100.0,1779031983,0,'2026-05-17T17:33:03.520838+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/kpng", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:54.017776+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md','Available kubectl plugins','','2026',5,'The master index of the Krew package manager, which lists community-contributed plugins for the kubectl CLI. This index serves as the central hub for operations engineers looking to discover, install, and catalog administrative and diagnostic command-line utilities.','Go','Index','Beginner',0,'online','manual','3751fc9d8df1a8a1fdd78727ddd16b967678a2cf3964a542426f9cb76d555f3d',100.0,1779031186,1,'2026-06-14T05:18:33Z',NULL,NULL,NULL,'["Operations", "Command Line Tools", "Kubectl Plugins"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md", "docs/other-awesome-lists.md"]','["kubernetes.md", "other-awesome-lists.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-14T05:18:33Z", "gh_stars": 691, "is_special": true, "gh_open_issues_30d": 12, "gh_open_prs_30d": 0, "gh_community_health": "healthy", "gh_activity_checked": "2026-06-19T16:35:54.725422+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kube-batch','kube-batch','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','8f3a4116d27d5d5d955755a2f759f9f2c74506091c12304ed423e70c43c52594',100.0,1779034098,0,'2026-05-17T18:08:18.043934+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes-tools.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/kube-batch", "gh_open_issues_30d": 0, "gh_open_prs_30d": 0, "gh_community_health": "dormant", "gh_activity_checked": "2026-06-19T16:35:55.351519+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kube-scheduler-simulator','kube-scheduler-simulator','','2024',3,'An interactive, web-based simulator designed to visualize, debug, and test custom scheduler configurations and plugins. It enables platform developers to step through scheduling decisions without modifying production clusters. Widely recognized in 2026 as an essential tool for training engineers on advanced scheduling concepts.','Go','Web Application','High',1,'online','manual','3793cba17a48f8974bb5ee8f5e585d24649c606cdc8abab27a355c65317beb78',100.0,1779032640,1,'2025-09-21T04:10:12Z',NULL,NULL,NULL,'["Infrastructure", "Scheduling", "Simulator"]','["[COMMUNITY-TOOL]"]','["docs/kubernetes-tools.md"]','["kubernetes-tools.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2025-09-21T04:10:12Z", "gh_stars": 1092, "gh_open_issues_30d": 7, "gh_open_prs_30d": 0, "gh_community_health": "low", "gh_activity_checked": "2026-06-19T16:35:56.091803+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kubebuilder','kubernetes-sigs/kubebuilder','','2026',5,'Kubebuilder is the industry-standard developer framework for generating custom Kubernetes APIs and controllers. Leveraging structured scaffolding, advanced code generators, and controller-runtime wrappers, it streamlines the creation of highly reliable operators.','Go','Repository','Advanced',0,'online','manual','29d9981ad02b766023817c041f9aa38e9b24e6541793c93eef23ea561d07f8dc',100.0,1779029113,1,'2026-06-12T23:52:37Z',NULL,NULL,NULL,'["Extensibility & Development", "Frameworks & Tooling", "Controller SDKs"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-operators-controllers.md"]','["kubernetes-operators-controllers.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T23:52:37Z", "gh_stars": 9183, "gh_open_issues_30d": 51, "gh_open_prs_30d": 0, "gh_community_health": "active", "gh_activity_checked": "2026-06-19T16:35:56.770232+02:00"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kubefed','KubeFed: Kubernetes Cluster Federation','','N/A',0,NULL,NULL,NULL,NULL,0,'duplicate','manual','1fb43d0721e6c5e4842baa866b9078f0369982e1f3128feba39e5aa5c4e764f5',100.0,1779029466,0,'2026-05-17T16:51:06.910229+02:00',NULL,NULL,NULL,'[]','[]','["docs/kubernetes.md"]','[]','{}','{"duplicate_of": "https://github.com/kubernetes-retired/kubefed"}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kubespray','**Kubespray**','','2026',5,'The industry standard Ansible automation framework for deploying enterprise-ready, production-grade clusters. Combining Kubeadm with highly flexible, battle-tested playbooks, it handles network policy deployment (CNIs like Calico/Cilium), storage classes, node lifecycle operations, and multi-distribution OS configurations.','Python/Ansible','Repository','Advanced',0,'online','manual','e6a5ab4538c357775e53e98139727266a66b700215009b4dbd5fdcc4d257fb79',100.0,1779032835,1,'2026-06-14T08:26:33Z',NULL,NULL,NULL,'["Provisioning", "Ansible", "Enterprise Playbooks"]','["[DE FACTO STANDARD]"]','["docs/kubernetes-on-premise.md", "docs/matrix-table.md"]','["kubernetes-on-premise.md", "matrix-table.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-14T08:26:33Z", "gh_stars": 18556}');
INSERT INTO "resources" VALUES('https://github.com/kubernetes-sigs/kueue','kubernetes-sigs/kueue: Kubernetes-native Job Queueing','','2026',5,'Kueue manages resource quotas across tenant namespaces, supporting complex machine learning and AI orchestration flows. It acts as a cloud-native batch scheduling engine, optimizing utilization within strict resource envelopes.','Go','Repository','Advanced',0,'online','manual','57dcd4bd79ba0cb4373a02dac6563bfd09831c58facdbdabf2521e45284ff23b',100.0,1779031535,1,'2026-06-12T20:30:47Z',NULL,NULL,NULL,'["Workloads", "Batch Jobs", "Queueing"]','["[DE FACTO STANDARD]"]','["docs/kubernetes.md"]','["kubernetes.md"]','{}','{"gh_license": "Apache-2.0", "gh_pushed": "2026-06-12T20:30:47Z", "gh_stars": 2563}');