diff --git a/data/inventory.sql b/data/inventory.sql
index e2f7c678..4af29164 100644
--- a/data/inventory.sql
+++ b/data/inventory.sql
@@ -19613,4 +19613,6 @@ INSERT INTO "resources" VALUES('https://learn.microsoft.com/en-us/visualstudio/i
 Guides developers on configuring autonomous multi-file refactoring, debugging, and advanced prompt engineering patterns.','English','Reference','Intermediate',0,'online','manual','N/A',100.0,1781788171,0,'2026-06-18T15:09:31.021369+02:00',NULL,NULL,NULL,'["Developer Productivity", "IDEs", "GitHub Copilot"]','["[DE FACTO STANDARD]"]','["docs/git.md"]','["git.md"]','{}','{}');
 INSERT INTO "resources" VALUES('https://github.blog/enterprise-software/ci-cd/continuous-delivery-github-actions-best-practices','github.blog: Continuous Delivery with GitHub Actions','','2025',5,'Enterprise patterns and best practices for continuous delivery (CD) using GitHub Actions.
 Highlights secure credential management, least privilege, runner isolation, environment checks, and GITHUB_TOKEN configurations.','English','Blog','Intermediate',0,'online','manual','N/A',100.0,1781788171,0,'2026-06-18T15:09:31.021372+02:00',NULL,NULL,NULL,'["Developer Productivity", "CI/CD", "GitHub Actions"]','["[DE FACTO STANDARD]"]','["docs/git.md"]','["git.md"]','{}','{}');
+INSERT INTO "resources" VALUES('https://www.youtube.com/@Firebase','Firebase','Official YouTube channel for Firebase, Google''s app development platform with realtime database, authentication, and backend services.',NULL,NULL,'Official YouTube channel for Firebase, Google''s app development platform with realtime database, authentication, and backend services.','English','Reference','Intermediate',0,'online','manual','',100.0,0,0,'2026-06-24T00:00:00+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/index.md"]','["index.md"]','{"category": "observability_databases_storage", "image": "images/firebase_logo.svg", "order_v1": 136, "order_v2": 21}','{}');
+INSERT INTO "resources" VALUES('https://www.youtube.com/c/supabase','Supabase','Official YouTube channel for Supabase, the open-source Firebase alternative built on PostgreSQL.',NULL,NULL,'Official YouTube channel for Supabase, the open-source Firebase alternative built on PostgreSQL.','English','Reference','Intermediate',0,'online','manual','',100.0,0,0,'2026-06-24T00:00:00+02:00',NULL,NULL,NULL,'["Architectural Foundations", "Kubernetes Tools", "General Reference"]','["[COMMUNITY-TOOL]"]','["docs/index.md"]','["index.md"]','{"category": "observability_databases_storage", "image": "images/supabase_logo.svg", "order_v1": 137, "order_v2": 22}','{}');
 COMMIT;
diff --git a/data/inventory.yaml b/data/inventory.yaml
index 545b7b80..1d57d2cc 100644
--- a/data/inventory.yaml
+++ b/data/inventory.yaml
@@ -616804,3 +616804,77 @@ https://github.blog/enterprise-software/ci-cd/continuous-delivery-github-actions
   v2_locations:
   - git.md
   youtube_mosaic: {}
+https://www.youtube.com/@Firebase:
+  title: Firebase
+  description: Official YouTube channel for Firebase, Google's app development platform
+    with realtime database, authentication, and backend services.
+  year: null
+  stars: null
+  ai_summary: Official YouTube channel for Firebase, Google's app development platform
+    with realtime database, authentication, and backend services.
+  language: English
+  resource_type: Reference
+  complexity: Intermediate
+  is_microservice: false
+  status: online
+  addition_method: manual
+  content_hash: ''
+  health_score: 100.0
+  last_checked: 0
+  needs_ai_refresh: false
+  discovered_at: '2026-06-24T00:00:00+02:00'
+  last_ai_eval: null
+  company: null
+  geo_region: null
+  hierarchy:
+  - Architectural Foundations
+  - Kubernetes Tools
+  - General Reference
+  tags:
+  - '[COMMUNITY-TOOL]'
+  v1_locations:
+  - docs/index.md
+  v2_locations:
+  - index.md
+  youtube_mosaic:
+    category: observability_databases_storage
+    image: images/firebase_logo.svg
+    order_v1: 136
+    order_v2: 21
+https://www.youtube.com/c/supabase:
+  title: Supabase
+  description: Official YouTube channel for Supabase, the open-source Firebase alternative
+    built on PostgreSQL.
+  year: null
+  stars: null
+  ai_summary: Official YouTube channel for Supabase, the open-source Firebase alternative
+    built on PostgreSQL.
+  language: English
+  resource_type: Reference
+  complexity: Intermediate
+  is_microservice: false
+  status: online
+  addition_method: manual
+  content_hash: ''
+  health_score: 100.0
+  last_checked: 0
+  needs_ai_refresh: false
+  discovered_at: '2026-06-24T00:00:00+02:00'
+  last_ai_eval: null
+  company: null
+  geo_region: null
+  hierarchy:
+  - Architectural Foundations
+  - Kubernetes Tools
+  - General Reference
+  tags:
+  - '[COMMUNITY-TOOL]'
+  v1_locations:
+  - docs/index.md
+  v2_locations:
+  - index.md
+  youtube_mosaic:
+    category: observability_databases_storage
+    image: images/supabase_logo.svg
+    order_v1: 137
+    order_v2: 22
diff --git a/docs/images/firebase_logo.svg b/docs/images/firebase_logo.svg
new file mode 100644
index 00000000..57bc1df1
--- /dev/null
+++ b/docs/images/firebase_logo.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="64" viewBox="0 0 32 32" width="64"><path d="M19.62 11.558l-3.203 2.98-2.972-5.995 1.538-3.448c.4-.7 1.024-.692 1.414 0z" fill="#ffa000"/><path d="M13.445 8.543l2.972 5.995-11.97 11.135z" fill="#f57f17"/><path d="M23.123 7.003c.572-.55 1.164-.362 1.315.417l3.116 18.105-10.328 6.2c-.36.2-1.32.286-1.32.286s-.874-.104-1.207-.3L4.447 25.673z" fill="#ffca28"/><path d="M13.445 8.543l-8.997 17.13L8.455.638c.148-.78.592-.855.988-.167z" fill="#ffa000"/></svg>
\ No newline at end of file
diff --git a/docs/images/supabase_logo.svg b/docs/images/supabase_logo.svg
new file mode 100644
index 00000000..ac43e170
--- /dev/null
+++ b/docs/images/supabase_logo.svg
@@ -0,0 +1,99 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   width="64"
+   height="64"
+   viewBox="0 0 64 64"
+   version="1.1"
+   id="svg20"
+   sodipodi:docname="supabase-icon.svg"
+   style="fill:none"
+   inkscape:version="0.92.4 (5da689c313, 2019-01-14)">
+  <metadata
+     id="metadata24">
+    <rdf:RDF>
+      <cc:Work
+         rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type
+           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
+        <dc:title></dc:title>
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <sodipodi:namedview
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1"
+     objecttolerance="10"
+     gridtolerance="10"
+     guidetolerance="10"
+     inkscape:pageopacity="0"
+     inkscape:pageshadow="2"
+     inkscape:window-width="1687"
+     inkscape:window-height="849"
+     id="namedview22"
+     showgrid="false"
+     inkscape:zoom="2.0884956"
+     inkscape:cx="54.5"
+     inkscape:cy="56.5"
+     inkscape:window-x="70"
+     inkscape:window-y="0"
+     inkscape:window-maximized="0"
+     inkscape:current-layer="svg20" />
+  <path
+     d="m 37.41219,62.936701 c -1.634985,2.05896 -4.950068,0.93085 -4.989463,-1.69817 L 31.846665,22.786035 h 25.855406 c 4.683108,0 7.294967,5.409033 4.382927,9.07673 z"
+     id="path2"
+     style="fill:url(#paint0_linear);stroke-width:0.57177335"
+     inkscape:connector-curvature="0" />
+  <path
+     d="m 37.41219,62.936701 c -1.634985,2.05896 -4.950068,0.93085 -4.989463,-1.69817 L 31.846665,22.786035 h 25.855406 c 4.683108,0 7.294967,5.409033 4.382927,9.07673 z"
+     id="path4"
+     style="fill:url(#paint1_linear);fill-opacity:0.2;stroke-width:0.57177335"
+     inkscape:connector-curvature="0" />
+  <path
+     d="m 26.89694,1.0634102 c 1.634986,-2.05918508 4.950125,-0.93090008 4.989521,1.698149 L 32.138899,41.214003 H 6.607076 c -4.6832501,0 -7.29518376,-5.409032 -4.3830007,-9.07673 z"
+     id="path6"
+     inkscape:connector-curvature="0"
+     style="fill:#3ecf8e;stroke-width:0.57177335" />
+  <defs
+     id="defs18">
+    <linearGradient
+       id="paint0_linear"
+       x1="53.973801"
+       y1="54.973999"
+       x2="94.163498"
+       y2="71.829498"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.57177306,0,0,0.57177334,0.98590077,-0.12074988)">
+      <stop
+         stop-color="#249361"
+         id="stop8" />
+      <stop
+         offset="1"
+         stop-color="#3ECF8E"
+         id="stop10" />
+    </linearGradient>
+    <linearGradient
+       id="paint1_linear"
+       x1="36.1558"
+       y1="30.577999"
+       x2="54.484402"
+       y2="65.080597"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.57177306,0,0,0.57177334,0.98590077,-0.12074988)">
+      <stop
+         id="stop13" />
+      <stop
+         offset="1"
+         stop-opacity="0"
+         id="stop15" />
+    </linearGradient>
+  </defs>
+</svg>
diff --git a/docs/index.md b/docs/index.md
index 76e646d0..8928ee8e 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -352,7 +352,7 @@ A curated list of awesome references collected since 2018. Microservices archite
 [![ContinuousDeliveryFoundation](images/ContinuousDeliveryFoundation.jpg){: style="width:7%"}](https://www.youtube.com/c/ContinuousDeliveryFoundation) [![tina huang](images/tinahuang.jpg){: style="width:7%"}](https://www.youtube.com/c/TinaHuang1) [![azure devops](images/azure_devops_youtube.jpg){: style="width:7%"}](https://www.youtube.com/c/AzureDevOps) [![azure cloud native](images/azure_cloud_native.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw) [![alibaba cloud](images/alibaba_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/AlibabaCloud) [![linode cloud](images/linode_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/linode) [![gaia-x](images/gaia_x.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw) [![gps](images/gps.jpg){: style="width:7%"}](https://www.youtube.com/c/MadeByGPS) [![keptn](images/keptn_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/keptn) [![anais urlichs](images/anais_urlichs.jpg){: style="width:7%"}](https://www.youtube.com/c/AnaisUrlichs) [![the digital life](images/the_digital_life.jpg){: style="width:7%"}](https://www.youtube.com/c/TheDigitalLifeTech)<br/>
 [![Azure Terraformer](images/azure-terraformer.jpg){: style="width:7%"}](https://www.youtube.com/@azure-terraformer) [![Ned in the Cloud](images/nedinthecloud.jpg){: style="width:7%"}](https://www.youtube.com/@NedintheCloud) [![netbox](images/netboxlabs_logo.jpg){: style="width:7%"}](https://www.youtube.com/@NetBoxLabs) [![Tech with Helen](images/techwithhelen.jpg){: style="width:7%"}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:7%"}](https://www.youtube.com/@ByteByteGo) [![dotcsv](images/dotcsv.jpg){: style="width:7%"}](https://www.youtube.com/@DotCSV) [![midulive](images/midulive.jpg){: style="width:7%"}](https://www.youtube.com/@midulive) [![returngis](images/returngis_logo.jpg){: style="width:7%"}](https://www.youtube.com/@returngis) [![kubefm](images/kubefm_logo.jpg){: style="width:7%"}](https://www.youtube.com/@kubefm) [![Olena Kutsenko](images/olena_kutsenko.jpg){: style="width:7%"}](https://www.youtube.com/@OlenaKutsenko) [![mouredev](images/mouredev.jpg){: style="width:7%"}](https://www.youtube.com/@mouredev)<br/>
 [![CloudNativeMadrid](images/cloudnativemadrid_logo.jpg){: style="width:7%"}](https://www.youtube.com/@CloudNativeMadrid) [![kyndryl](images/kyndryl_logo.jpg){: style="width:7%"}](https://www.youtube.com/@kyndryl) [![itopstalk](images/itopstalk_logo.png){: style="width:7%"}](https://www.youtube.com/@ITOpsTalk) [![gcp videos new](images/gcp_logo_v2.png){: style="width:7%"}](https://www.youtube.com/@googlecloudtech) [![Google Gemini](images/google_gemini_logo.png){: style="width:7%"}](https://www.youtube.com/@GoogleGemini) [![Google DeepMind](images/google_deepmind_logo.png){: style="width:7%"}](https://www.youtube.com/@googledeepmind) [![Anthropic](images/anthropic_logo.png){: style="width:7%"}](https://www.youtube.com/@anthropic-ai) [![Microsoft Copilot](images/microsoft_copilot_logo.png){: style="width:7%"}](https://www.youtube.com/@Microsoft.Copilot) [![OpenAI](images/openai_logo.png){: style="width:7%"}](https://www.youtube.com/OpenAI) [![Meta AI](images/meta_ai_logo.png){: style="width:7%"}](https://www.youtube.com/@aiatmeta) [![Microsoft Reactor](images/microsoft_reactor_logo.png){: style="width:7%"}](https://www.youtube.com/@MicrosoftReactor)<br/>
-[![Playwright](images/playwright_logo.png){: style="width:7%"}](https://www.youtube.com/@Playwrightdev) [![Arsys](images/arsys_logo.svg){: style="width:7%"}](https://www.youtube.com/@arsys) [![ClickHouse](images/clickhouse_logo.svg){: style="width:7%"}](https://www.youtube.com/@ClickHouseDB) [![Gustavo Entrala](images/gustavo_entrala.jpg){: style="width:7%"}](https://www.youtube.com/@gustavo-entrala)
+[![Playwright](images/playwright_logo.png){: style="width:7%"}](https://www.youtube.com/@Playwrightdev) [![Arsys](images/arsys_logo.svg){: style="width:7%"}](https://www.youtube.com/@arsys) [![ClickHouse](images/clickhouse_logo.svg){: style="width:7%"}](https://www.youtube.com/@ClickHouseDB) [![Gustavo Entrala](images/gustavo_entrala.jpg){: style="width:7%"}](https://www.youtube.com/@gustavo-entrala) [![Firebase](images/firebase_logo.svg){: style="width:7%"}](https://www.youtube.com/@Firebase) [![Supabase](images/supabase_logo.svg){: style="width:7%"}](https://www.youtube.com/c/supabase)
 
 </center>
 
diff --git a/v2-docs/index.md b/v2-docs/index.md
index c70f48c9..ddedf404 100644
--- a/v2-docs/index.md
+++ b/v2-docs/index.md
@@ -311,6 +311,7 @@
 ## The Cloud Native Universe We Track
 
 <center markdown="1">
+
 <div markdown="1" class="mosaic-cat-block" style="border: 1px solid #8b5cf6; border-radius: 8px; padding: 10px; margin: 8px 0; background: rgba(255, 255, 255, 0.01);" title="AI & Advanced Tech">
 
 <p class="mosaic-cat-label" style="--cat-color: #8b5cf6">AI & Advanced Tech</p>
@@ -347,7 +348,7 @@
 
 <p class="mosaic-cat-label" style="--cat-color: #ec4899">Observability, Databases & Cloud Storage</p>
 
-[![prometheus videos](images/prometheus_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/PrometheusIo) [![grafana videos](images/grafana_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Grafana) [![istio videos](images/istio_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Istio) [![elastic videos](images/elasticsearch_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Elastic) [![dynatrace videos](images/dynatrace_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/dynatrace) [![appdynamics videos](images/appdynamics_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/appdynamics) [![newrelic videos](images/newrelic_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/NewRelicInc) [![tigera calico](images/tigera_calico_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC8uN3yhpeBeerGNwDiQbcgw) [![weavecloud](images/weavecloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/WeaveWorksInc) [![crunchydata](images/crunchydata_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/CrunchyDataPostgres) [![liquibase video](images/liquibase_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC5qMsRjObu685rTBq0PJX8w) [![cockroachdb](images/cockroachdb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/cockroachdb) [![mongodb](images/mongodb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MongoDBofficial) [![redis](images/redis_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Redisinc) [![confluent video](images/confluent_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Confluent) [![kubemq video](images/kubemq_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCud7fErZAyMC6lHT_cWZNfA) [![openebs](images/openebs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC3ywadaAUQ1FI4YsHZ8wa0g) [![storageos](images/storageos_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCm63IQg81KP9vXRWSHQpu1w) [![robin](images/robin_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCt7N400Z8gB_3yKq1qrjP2w) [![portworx](images/portworx_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Portworx) [![ClickHouse](images/clickhouse_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@ClickHouseDB)
+[![prometheus videos](images/prometheus_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/PrometheusIo) [![grafana videos](images/grafana_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Grafana) [![istio videos](images/istio_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Istio) [![elastic videos](images/elasticsearch_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Elastic) [![dynatrace videos](images/dynatrace_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/dynatrace) [![appdynamics videos](images/appdynamics_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/appdynamics) [![newrelic videos](images/newrelic_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/NewRelicInc) [![tigera calico](images/tigera_calico_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC8uN3yhpeBeerGNwDiQbcgw) [![weavecloud](images/weavecloud_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/WeaveWorksInc) [![crunchydata](images/crunchydata_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/CrunchyDataPostgres) [![liquibase video](images/liquibase_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC5qMsRjObu685rTBq0PJX8w) [![cockroachdb](images/cockroachdb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/cockroachdb) [![mongodb](images/mongodb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MongoDBofficial) [![redis](images/redis_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Redisinc) [![confluent video](images/confluent_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Confluent) [![kubemq video](images/kubemq_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCud7fErZAyMC6lHT_cWZNfA) [![openebs](images/openebs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC3ywadaAUQ1FI4YsHZ8wa0g) [![storageos](images/storageos_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCm63IQg81KP9vXRWSHQpu1w) [![robin](images/robin_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCt7N400Z8gB_3yKq1qrjP2w) [![portworx](images/portworx_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Portworx) [![ClickHouse](images/clickhouse_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@ClickHouseDB) [![Firebase](images/firebase_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@Firebase) [![Supabase](images/supabase_logo.svg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/supabase)
 
 </div>
 
@@ -366,6 +367,7 @@
 [![cloud academy](images/cloud_academy_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Cloudacademy) [![acloudguru](images/acloudguru_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AcloudGuru) [![devops_tv](images/devops_tv_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Devopsdotcom) [![xebialabs](images/xebialabs_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/XebiaLabs) [![devops library](images/devops_library_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Devopslibrary) [![codecademy](images/codecademy.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/codecademy) [![coursera](images/coursera_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/user/coursera) [![academind](images/academind_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Academind) [![guru99](images/guru99_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/guru99comm) [![intellipaat](images/intellipaat_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Intellipaat) [![cloud quick POCs](images/cloudquickpocs.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCv9MUffHWyo2GgLIDLVu0KQ) [![thetips4you](images/thethips4you.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Thetips4you) [![cloud learnhub](images/cloud_learn_hub.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC57acx8sCmE7uFHfVMvIlNg) [![John Savill](images/John_Savill.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/NTFAQGuy) [![microservice factory](images/microservice_factory.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UCorFV-WGnajyfNu4zPI0AAA) [![kubedb appscode](images/kubedb_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AppsCodeInc) [![devops toolkit](images/devops_toolkit.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/DevOpsToolkit) [![ansible pilot](images/ansiblepilot.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AnsiblePilot) [![codelytv](images/codelytv_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/CodelyTV) [![pelado nerd](images/pelado_nerd.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/PeladoNerd) [![hola mundo](images/hola_mundo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/HolaMundoDev) [![javier garzas](images/jgarzas.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/JavierGarz%C3%A1s) [![london IAC](images/londonIAC.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/LondonIAC) [![techworld nana](images/techworld_nana.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/TechWorldwithNana) [![honeypot](images/honeypot.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Honeypotio) [![Ali Spittel](images/aspittel.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AliSpittelDev) [![thomas maurer](images/thomas_maurer.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/ThomasMaurerCloud) [![freecodecamp](images/freecodecamp.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/Freecodecamp) [![thenewstack](images/thenewstack.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/TheNewStack) [![the cloud girl](images/thecloudgirl.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/priyankavergadia) [![tina huang](images/tinahuang.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/TinaHuang1) [![azure cloud native](images/azure_cloud_native.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw) [![gps](images/gps.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/MadeByGPS) [![anais urlichs](images/anais_urlichs.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/AnaisUrlichs) [![the digital life](images/the_digital_life.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/TheDigitalLifeTech) [![Tech with Helen](images/techwithhelen.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@ByteByteGo) [![midulive](images/midulive.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@midulive) [![returngis](images/returngis_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@returngis) [![Olena Kutsenko](images/olena_kutsenko.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@OlenaKutsenko) [![mouredev](images/mouredev.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@mouredev) [![CloudNativeMadrid](images/cloudnativemadrid_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@CloudNativeMadrid) [![itopstalk](images/itopstalk_logo.png){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/@ITOpsTalk) [![dzone](images/dzone_logo.jpg){: style="width:48px; height:48px; object-fit:contain; margin:6px;" loading="lazy" .channel-logo}](https://www.youtube.com/c/dzone)
 
 </div>
+
 </center>
 
 ## Label Heatmap