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release: v2.9.12 — restore V2 search/tag filter + drop redundant Markdown TOC

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Nubenetes Bot
2026-06-19 18:49:51 +02:00
parent 4cd9c4bbf0 1834227e72
commit aeef560632
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CHANGELOG.md
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@@ -5,6 +5,14 @@ All notable changes to this project will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## [[2.9.12]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.12) - 2026-06-19
### Fixed
- **V2 In-Page Search/Tag Filter Disappeared**: The per-page resource search box with maturity tag-pills (`static/v2_filter.js`) stopped appearing on every page after `navigation.instant` was enabled in the `2026-06-19` MkDocs UX overhaul. The widget hooked only `DOMContentLoaded`, which under Material's instant (SPA) navigation fires solely on the first load — subsequent in-nav page swaps never re-injected it. Reworked the script to initialize through Material's `document$` observable (emits on every instant navigation, with a `DOMContentLoaded` fallback), guard against double-injection, bind the clickable-tag delegation once on `document`, and show a "no results" state. Cache-bust bumped to `?v=2.9.12`.
### Changed
- **Removed Redundant In-Page Table of Contents**: Dropped the Markdown `## Table of Contents` block from all 156 V2 content pages and from the renderer (`v2_optimizer.py`). It duplicated the theme's heading index and, on large pages, forced hundreds of links of scroll before any content (e.g. `kubernetes-tools` 297 lines, `kubernetes` 295, `demos` 227). Replaced by the MkDocs Material native sticky **"On this page"** TOC: removed `toc.integrate` and added `toc.follow` in `v2-mkdocs.yml` so headings render in the right sidebar and track scroll position. The `tags.md` index page keeps its TOC (it *is* a navigation index).
## [[2.9.10]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.10) - 2026-06-19
### Fixed
docs/static/v2_filter.js
Vendored
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@@ -1,263 +1,269 @@
document.addEventListener("DOMContentLoaded", function () {
// Initialize the filter only if we are on a page with resource lists
const contentArea = document.querySelector(".md-content__inner");
if (!contentArea) return;
// Nubenetes V2 — in-page resource search & tag filter widget.
//
// IMPORTANT: The V2 theme enables `navigation.instant` (SPA-style page swaps),
// so `DOMContentLoaded` fires only on the very first load. We therefore drive
// initialization through Material's `document$` observable, which emits on every
// (instant) navigation. We fall back to `DOMContentLoaded` when the observable
// is unavailable (e.g. instant nav disabled or local preview without the bundle).
// Check if there are any resource items on the page (li or details)
const listItems = Array.from(contentArea.querySelectorAll("ul > li"));
const detailsItems = Array.from(contentArea.querySelectorAll("details.note"));
// If there are no list items and no details items, do not inject the filter
if (listItems.length === 0 && detailsItems.length === 0) return;
(function () {
"use strict";
// Do not show on the homepage, video hub index page, or technical tags index page (performance)
const h1 = contentArea.querySelector("h1");
if (h1 && (
h1.textContent.includes("Nubenetes Elite Portal (V2)") ||
h1.textContent.includes("Agentic Video Hub") ||
h1.textContent.includes("Technical Tags Index") ||
h1.textContent.includes("Intelligence Digest")
)) {
return;
}
function initFilterWidget() {
const contentArea = document.querySelector(".md-content__inner");
if (!contentArea) return;
// Build the filter container element
const filterContainer = document.createElement("div");
filterContainer.className = "v2-filter-container";
filterContainer.innerHTML = `
<div class="v2-search-wrapper">
<input type="text" class="v2-search-input" placeholder="Search resources in this page..." />
<span class="v2-search-clear" style="display:none;">&times;</span>
</div>
<div class="v2-tag-pills">
<button class="v2-pill active" data-filter="all">All</button>
<button class="v2-pill" data-filter="DE FACTO STANDARD">De Facto Standard</button>
<button class="v2-pill" data-filter="ENTERPRISE-STABLE">Enterprise Stable</button>
<button class="v2-pill" data-filter="EMERGING">Emerging</button>
<button class="v2-pill" data-filter="GUIDE">Guide</button>
<button class="v2-pill" data-filter="CASE STUDY">Case Study</button>
<button class="v2-pill" data-filter="COMMUNITY-TOOL">Community Tool</button>
<button class="v2-pill" data-filter="SPANISH">Spanish</button>
</div>
<div class="v2-filter-stats">
<span>Showing <strong class="v2-visible-count">0</strong> of <strong class="v2-total-count">0</strong> resources</span>
<span class="v2-active-filters" style="font-style: italic;"></span>
</div>
`;
// Guard against double-injection (document$ can emit more than once).
if (contentArea.querySelector(".v2-filter-container")) return;
// Insert the filter container right after the main H1
if (h1 && h1.nextSibling) {
h1.parentNode.insertBefore(filterContainer, h1.nextSibling);
} else {
contentArea.insertBefore(filterContainer, contentArea.firstChild);
}
// Only inject where there are resources to filter.
const listItems = Array.from(contentArea.querySelectorAll("ul > li"));
const detailsItems = Array.from(contentArea.querySelectorAll("details.note"));
if (listItems.length === 0 && detailsItems.length === 0) return;
const searchInput = filterContainer.querySelector(".v2-search-input");
const searchClear = filterContainer.querySelector(".v2-search-clear");
const pills = filterContainer.querySelectorAll(".v2-pill");
const visibleCountSpan = filterContainer.querySelector(".v2-visible-count");
const totalCountSpan = filterContainer.querySelector(".v2-total-count");
// All target elements we want to filter
const targets = [];
// Prepare list items
listItems.forEach(item => {
// Make sure it's a resource list item (has a link and some content)
if (item.querySelector("a")) {
targets.push({
element: item,
type: "li",
text: item.textContent.toLowerCase(),
tags: Array.from(item.querySelectorAll(".md-tag")).map(t => t.textContent.toUpperCase())
});
// Skip on curated landing/index pages where the widget adds no value.
const h1 = contentArea.querySelector("h1");
if (h1 && (
h1.textContent.includes("Nubenetes Elite Portal (V2)") ||
h1.textContent.includes("Agentic Video Hub") ||
h1.textContent.includes("Technical Tags Index") ||
h1.textContent.includes("Intelligence Digest")
)) {
return;
}
});
// Prepare details.note items (if any, like in some V2 structures)
detailsItems.forEach(detail => {
const summary = detail.querySelector("summary");
targets.push({
element: detail,
type: "details",
text: detail.textContent.toLowerCase(),
tags: summary ? [summary.textContent.toUpperCase()] : []
});
});
const filterContainer = document.createElement("div");
filterContainer.className = "v2-filter-container";
filterContainer.innerHTML = `
<div class="v2-search-wrapper">
<input type="text" class="v2-search-input" placeholder="Search resources in this page..." aria-label="Search resources in this page" />
<span class="v2-search-clear" style="display:none;" title="Clear search">&times;</span>
</div>
<div class="v2-tag-pills">
<button class="v2-pill active" data-filter="all">All</button>
<button class="v2-pill" data-filter="DE FACTO STANDARD">De Facto Standard</button>
<button class="v2-pill" data-filter="ENTERPRISE-STABLE">Enterprise Stable</button>
<button class="v2-pill" data-filter="EMERGING">Emerging</button>
<button class="v2-pill" data-filter="GUIDE">Guide</button>
<button class="v2-pill" data-filter="CASE STUDY">Case Study</button>
<button class="v2-pill" data-filter="COMMUNITY-TOOL">Community Tool</button>
<button class="v2-pill" data-filter="SPANISH">Spanish</button>
</div>
<div class="v2-filter-stats">
<span>Showing <strong class="v2-visible-count">0</strong> of <strong class="v2-total-count">0</strong> resources</span>
<span class="v2-active-filters" style="font-style: italic;"></span>
<span class="v2-no-results" style="display:none; color: var(--md-typeset-color); opacity:.75;">No resources match your filter.</span>
</div>
`;
totalCountSpan.textContent = targets.length;
visibleCountSpan.textContent = targets.length;
// Insert directly after the main H1.
if (h1 && h1.nextSibling) {
h1.parentNode.insertBefore(filterContainer, h1.nextSibling);
} else {
contentArea.insertBefore(filterContainer, contentArea.firstChild);
}
let activeFilter = "all";
let searchText = "";
const searchInput = filterContainer.querySelector(".v2-search-input");
const searchClear = filterContainer.querySelector(".v2-search-clear");
const pills = filterContainer.querySelectorAll(".v2-pill");
const visibleCountSpan = filterContainer.querySelector(".v2-visible-count");
const totalCountSpan = filterContainer.querySelector(".v2-total-count");
const noResultsSpan = filterContainer.querySelector(".v2-no-results");
function updateFilters() {
let visibleCount = 0;
targets.forEach(item => {
let matchesSearch = true;
let matchesPill = true;
// 1. Search text filter
if (searchText) {
matchesSearch = item.text.includes(searchText);
// Collect filter targets (resource <li> and details.note blocks).
const targets = [];
listItems.forEach(item => {
if (item.querySelector("a")) {
targets.push({
element: item,
type: "li",
text: item.textContent.toLowerCase(),
tags: Array.from(item.querySelectorAll(".md-tag")).map(t => t.textContent.toUpperCase())
});
}
});
detailsItems.forEach(detail => {
const summary = detail.querySelector("summary");
targets.push({
element: detail,
type: "details",
text: detail.textContent.toLowerCase(),
tags: summary ? [summary.textContent.toUpperCase()] : []
});
});
// 2. Pill/Category filter
if (activeFilter !== "all") {
if (activeFilter === "SPANISH") {
matchesPill = item.tags.some(tag => tag.includes("SPANISH"));
} else {
matchesPill = item.tags.some(tag => tag.includes(activeFilter));
totalCountSpan.textContent = targets.length;
visibleCountSpan.textContent = targets.length;
let activeFilter = "all";
let searchText = "";
function updateFilters() {
let visibleCount = 0;
targets.forEach(item => {
let matchesSearch = true;
let matchesPill = true;
if (searchText) {
matchesSearch = item.text.includes(searchText);
}
}
if (matchesSearch && matchesPill) {
item.element.classList.remove("v2-filtered-hidden");
visibleCount++;
} else {
item.element.classList.add("v2-filtered-hidden");
}
});
visibleCountSpan.textContent = visibleCount;
// 3. Hide empty headers and subheadings
// If a section (e.g., under h2, h3, h4) has no visible items, hide the section header
const headings = Array.from(contentArea.querySelectorAll("h2, h3, h4"));
headings.forEach(heading => {
let next = heading.nextElementSibling;
let totalItemsInSection = 0;
let hiddenItemsInSection = 0;
while (next && !["H1", "H2", "H3", "H4"].includes(next.tagName)) {
if (next.tagName === "UL") {
const lis = Array.from(next.querySelectorAll("li"));
lis.forEach(li => {
if (targets.some(t => t.element === li)) {
totalItemsInSection++;
if (li.classList.contains("v2-filtered-hidden")) {
hiddenItemsInSection++;
}
}
});
} else if (next.tagName === "DETAILS" && next.classList.contains("note")) {
totalItemsInSection++;
if (next.classList.contains("v2-filtered-hidden")) {
hiddenItemsInSection++;
if (activeFilter !== "all") {
if (activeFilter === "SPANISH") {
matchesPill = item.tags.some(tag => tag.includes("SPANISH"));
} else {
matchesPill = item.tags.some(tag => tag.includes(activeFilter));
}
}
next = next.nextElementSibling;
}
if (totalItemsInSection > 0 && totalItemsInSection === hiddenItemsInSection) {
heading.classList.add("v2-filtered-hidden");
} else {
heading.classList.remove("v2-filtered-hidden");
}
});
}
if (matchesSearch && matchesPill) {
item.element.classList.remove("v2-filtered-hidden");
visibleCount++;
} else {
item.element.classList.add("v2-filtered-hidden");
}
});
// Input event listener
searchInput.addEventListener("input", function (e) {
searchText = e.target.value.toLowerCase().trim();
if (searchText) {
searchClear.style.display = "block";
} else {
searchClear.style.display = "none";
visibleCountSpan.textContent = visibleCount;
noResultsSpan.style.display = visibleCount === 0 ? "inline" : "none";
// Hide section headings whose every resource is filtered out.
const headings = Array.from(contentArea.querySelectorAll("h2, h3, h4"));
headings.forEach(heading => {
let next = heading.nextElementSibling;
let totalItemsInSection = 0;
let hiddenItemsInSection = 0;
while (next && !["H1", "H2", "H3", "H4"].includes(next.tagName)) {
if (next.tagName === "UL") {
Array.from(next.querySelectorAll("li")).forEach(li => {
if (targets.some(t => t.element === li)) {
totalItemsInSection++;
if (li.classList.contains("v2-filtered-hidden")) hiddenItemsInSection++;
}
});
} else if (next.tagName === "DETAILS" && next.classList.contains("note")) {
totalItemsInSection++;
if (next.classList.contains("v2-filtered-hidden")) hiddenItemsInSection++;
}
next = next.nextElementSibling;
}
if (totalItemsInSection > 0 && totalItemsInSection === hiddenItemsInSection) {
heading.classList.add("v2-filtered-hidden");
} else {
heading.classList.remove("v2-filtered-hidden");
}
});
}
updateFilters();
});
// Clear search
searchClear.addEventListener("click", function () {
searchInput.value = "";
searchText = "";
searchClear.style.display = "none";
updateFilters();
searchInput.focus();
});
// Pill click event listener
pills.forEach(pill => {
pill.addEventListener("click", function () {
pills.forEach(p => p.classList.remove("active"));
this.classList.add("active");
activeFilter = this.getAttribute("data-filter");
searchInput.addEventListener("input", function (e) {
searchText = e.target.value.toLowerCase().trim();
searchClear.style.display = searchText ? "block" : "none";
updateFilters();
});
});
// Make tag badges clickable to trigger filtering
document.addEventListener("click", function (e) {
const tagSpan = e.target.closest(".md-tag");
if (!tagSpan) return;
// Skip if inside the filter container itself to avoid loop
if (e.target.closest(".v2-filter-container")) return;
let tagText = tagSpan.textContent.trim().replace(/[\[\]]/g, "").toUpperCase();
if (tagText.includes("CONTENT")) {
tagText = tagText.replace(" CONTENT", "");
}
// 1. Check if the tag matches a predefined filter pill
const matchingPill = Array.from(pills).find(p => p.getAttribute("data-filter") === tagText);
if (matchingPill) {
pills.forEach(p => p.classList.remove("active"));
matchingPill.classList.add("active");
activeFilter = tagText;
// Reset search input
searchClear.addEventListener("click", function () {
searchInput.value = "";
searchText = "";
searchClear.style.display = "none";
updateFilters();
filterContainer.scrollIntoView({ behavior: "smooth", block: "nearest" });
} else {
// 2. If it's a technical stack tag, use it as search input query
pills.forEach(p => p.classList.remove("active"));
const allPill = Array.from(pills).find(p => p.getAttribute("data-filter") === "all");
if (allPill) allPill.classList.add("active");
activeFilter = "all";
// Populate search input and fire input event
searchInput.value = tagSpan.textContent.trim().toLowerCase();
searchText = searchInput.value;
searchClear.style.display = "block";
updateFilters();
filterContainer.scrollIntoView({ behavior: "smooth", block: "nearest" });
searchInput.focus();
}
});
});
// Lazy Loading Video Playback Integration
document.addEventListener("DOMContentLoaded", function() {
const lazyContainers = document.querySelectorAll(".video-lazy-container");
lazyContainers.forEach(container => {
container.addEventListener("click", function() {
const videoUrl = this.getAttribute("data-video-url");
const videoId = this.getAttribute("data-video-id");
if (!videoUrl || !videoId) return;
const iframe = document.createElement("iframe");
iframe.setAttribute("width", "720");
iframe.setAttribute("height", "405");
const autoplayUrl = videoUrl.includes("?") ? `${videoUrl}&autoplay=1` : `${videoUrl}?autoplay=1`;
iframe.setAttribute("src", autoplayUrl);
iframe.setAttribute("title", "YouTube Video");
iframe.setAttribute("frameborder", "0");
iframe.setAttribute("allow", "accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture");
iframe.setAttribute("allowfullscreen", "true");
iframe.style.border = "none";
iframe.style.width = "100%";
iframe.style.height = "100%";
iframe.style.borderRadius = "8px";
this.innerHTML = "";
this.appendChild(iframe);
this.style.cursor = "default";
});
});
});
pills.forEach(pill => {
pill.addEventListener("click", function () {
pills.forEach(p => p.classList.remove("active"));
this.classList.add("active");
activeFilter = this.getAttribute("data-filter");
updateFilters();
});
});
}
// Make tag badges anywhere in the content act as filter triggers.
// Bound once on `document` (which survives instant navigation) and resolves
// the current page's widget lazily, dispatching native events so the
// per-page listeners above stay the single source of truth.
function bindTagClicksOnce() {
if (window.__v2TagClickBound) return;
window.__v2TagClickBound = true;
document.addEventListener("click", function (e) {
const tagSpan = e.target.closest(".md-tag");
if (!tagSpan) return;
if (e.target.closest(".v2-filter-container")) return;
const filterContainer = document.querySelector(".v2-filter-container");
if (!filterContainer) return;
const pills = filterContainer.querySelectorAll(".v2-pill");
const searchInput = filterContainer.querySelector(".v2-search-input");
let tagText = tagSpan.textContent.trim().replace(/[\[\]]/g, "").toUpperCase();
if (tagText.includes("CONTENT")) tagText = tagText.replace(" CONTENT", "");
const matchingPill = Array.from(pills).find(p => p.getAttribute("data-filter") === tagText);
if (matchingPill) {
// Reset search, then activate the matching maturity pill.
searchInput.value = "";
searchInput.dispatchEvent(new Event("input", { bubbles: true }));
matchingPill.click();
} else {
// Treat fine-grained technical tags as a search query.
const allPill = Array.from(pills).find(p => p.getAttribute("data-filter") === "all");
if (allPill) allPill.click();
searchInput.value = tagSpan.textContent.trim().toLowerCase();
searchInput.dispatchEvent(new Event("input", { bubbles: true }));
}
filterContainer.scrollIntoView({ behavior: "smooth", block: "nearest" });
});
}
// Lazy YouTube playback: click a poster to swap in the iframe.
function initLazyVideos() {
document.querySelectorAll(".video-lazy-container").forEach(container => {
if (container.dataset.lazyBound) return;
container.dataset.lazyBound = "1";
container.addEventListener("click", function () {
const videoUrl = this.getAttribute("data-video-url");
const videoId = this.getAttribute("data-video-id");
if (!videoUrl || !videoId) return;
const iframe = document.createElement("iframe");
iframe.setAttribute("width", "720");
iframe.setAttribute("height", "405");
const autoplayUrl = videoUrl.includes("?") ? `${videoUrl}&autoplay=1` : `${videoUrl}?autoplay=1`;
iframe.setAttribute("src", autoplayUrl);
iframe.setAttribute("title", "YouTube Video");
iframe.setAttribute("frameborder", "0");
iframe.setAttribute("allow", "accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture");
iframe.setAttribute("allowfullscreen", "true");
iframe.style.border = "none";
iframe.style.width = "100%";
iframe.style.height = "100%";
iframe.style.borderRadius = "8px";
this.innerHTML = "";
this.appendChild(iframe);
this.style.cursor = "default";
});
});
}
function init() {
initFilterWidget();
initLazyVideos();
}
bindTagClicksOnce();
// Material exposes `document$` (an RxJS observable) that emits on every
// instant navigation. Prefer it; fall back to DOMContentLoaded otherwise.
if (typeof window.document$ !== "undefined" && typeof window.document$.subscribe === "function") {
window.document$.subscribe(init);
} else {
document.addEventListener("DOMContentLoaded", init);
}
})();
src/v2_optimizer.py
+5 -32
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@@ -1243,39 +1243,12 @@ class V2VisionEngine:
f" Detailed reference for {info['long_title']} in the context of {info['dim']}.\n\n"
)
# Generate Table of Contents (TOC)
exempt_files = self.link_rules.get("hierarchy_rules", {}).get("toc_exempt_files", [])
if f_name not in exempt_files:
toc_lines = []
toc_used_headers = {info['long_title']}
def build_toc(node, depth=1):
for name, subnode in sorted(node.items()):
if name == "__links__": continue
clean_name = clean_toc_text(name)
h_name = clean_name
counter = 1
while h_name in toc_used_headers:
h_name = f"{clean_name} ({counter})"
counter += 1
toc_used_headers.add(h_name)
slug = h_name.lower().replace(' ', '-')
slug = re.sub(r'[^a-z0-9-]', '', slug)
slug = re.sub(r'-+', '-', slug).strip('-')
indent = " " * (depth - 1)
if depth == 1:
toc_lines.append(f"1. [{clean_name}](#{slug})")
else:
toc_lines.append(f"{indent}- [{clean_name}](#{slug})")
build_toc(subnode, depth + 1)
build_toc(info["content"], 1)
if toc_lines:
md += "## Table of Contents\n\n"
md += "\n".join(toc_lines) + "\n\n"
# In-page Markdown Table of Contents intentionally omitted.
# The MkDocs Material theme renders a native, sticky "On this page" TOC
# (right sidebar) from the headings below, so a duplicated Markdown TOC
# only added redundant scroll — extreme on large pages (e.g. 250+ links).
# See v2-mkdocs.yml (toc.integrate removed) and static/v2_filter.js (?v=2.9.12).
if f_name == "introduction.md":
md += "## Vision 2026\n\n!!! quote \"The Evolution of Autonomy\"\n From manual curation to agentic intelligence.\n\n### Ecosystem Map\n\n\n```mermaid\ngraph TD\n A[Foundations] --> B[AI & Intelligence]\n A --> C[Hardened Infra]\n B --> D[Agentic Curation]\n C --> E[Enterprise Stability]\n D --> F[Nubenetes Portal]\n E --> F\n```\n\n\n"
v2-docs/ChromeDevTools.md
-8
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@@ -6,14 +6,6 @@
!!! info "Architectural Context"
Detailed reference for Chrome and Firefox DevTools. HTTP Protocols and WebSockets in the context of Developer Ecosystem.
## Table of Contents
1. [Developer Workspace](#developer-workspace)
- [Command-Line Tooling](#command-line-tooling)
- [JSON and YAML Manipulators](#json-and-yaml-manipulators)
- [Diagnostics and Debugging](#diagnostics-and-debugging)
- [Browser Developer Tools](#browser-developer-tools)
## Developer Workspace
### Command-Line Tooling
v2-docs/GoogleCloudPlatform.md
-64
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@@ -6,70 +6,6 @@
!!! info "Architectural Context"
Detailed reference for Google Cloud Platform in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [AI and Orchestration](#ai-and-orchestration)
- [Agentic Workflows](#agentic-workflows)
- [Command-Line Tools](#command-line-tools)
1. [Application Development](#application-development)
- [API Management](#api-management)
- [Apigee Integration](#apigee-integration)
- [Workflows](#workflows)
- [Orchestration](#orchestration)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Compute](#compute)
- [Architectural Decision](#architectural-decision)
- [Containers](#containers)
- [Google Kubernetes Engine](#google-kubernetes-engine)
- [Databases](#databases)
- [Cloud Spanner](#cloud-spanner)
- [GCP Ecosystem](#gcp-ecosystem)
- [CICD Pipelines](#cicd-pipelines)
- [DevOps Frameworks](#devops-frameworks)
- [Developer Tools](#developer-tools)
- [IDE Integrations](#ide-integrations)
- [High Availability](#high-availability)
- [Architecture](#architecture)
- [Microservices](#microservices)
- [Google Cloud](#google-cloud)
- [Networking](#networking)
- [Private Service Connect](#private-service-connect)
- [Public Cloud](#public-cloud)
- [Google Cloud](#google-cloud-1)
- [Security](#security)
- [IAM](#iam)
- [PKI](#pki)
- [Secrets Management](#secrets-management)
- [Serverless](#serverless)
- [Cloud Run](#cloud-run)
- [VPC Networking](#vpc-networking)
1. [DevOps and Delivery](#devops-and-delivery)
- [CICD](#cicd)
- [Containerization](#containerization)
- [Lifecycle Management](#lifecycle-management)
- [Continuous Delivery](#continuous-delivery)
- [GKE](#gke)
- [GKE GA](#gke-ga)
- [Industry Assessment](#industry-assessment)
1. [DevSecOps](#devsecops)
- [CICD Pipelines](#cicd-pipelines-1)
- [Hybrid Cloud Architecture](#hybrid-cloud-architecture)
1. [DevSecOps and IDEs](#devsecops-and-ides)
- [Google Cloud Code](#google-cloud-code)
- [Developer Experience](#developer-experience)
1. [Hybrid and Multi-Cloud](#hybrid-and-multi-cloud)
- [Anthos](#anthos)
- [Ingress](#ingress)
- [Strategic Guide](#strategic-guide)
- [Windows Containers](#windows-containers)
1. [Networking and Security](#networking-and-security)
- [Service Discovery](#service-discovery)
- [Registry](#registry)
- [Service Mesh](#service-mesh)
- [Traffic Management](#traffic-management)
- [Traffic Management](#traffic-management-1)
- [Load Balancing](#load-balancing)
## AI and Orchestration
### Agentic Workflows
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!!! info "Architectural Context"
Detailed reference for About Nubenetes in the context of Architectural Foundations.
## Table of Contents
1. [Automation and Orchestration](#automation-and-orchestration)
- [API Orchestration](#api-orchestration)
- [Postman](#postman)
- [Configuration Management](#configuration-management)
- [Ansible AWX](#ansible-awx)
- [Ansible Kubernetes Module](#ansible-kubernetes-module)
- [Infrastructure as Code](#infrastructure-as-code)
- [Terraform Boilerplates](#terraform-boilerplates)
## The Nubenetes Engineering Manifest
!!! quote "The Positive Sum Game"
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!!! info "Architectural Context"
Detailed reference for AI Agents and Model Context Protocol (MCP) for Kubernetes in the context of AI.
## Table of Contents
1. [AI Infrastructure](#ai-infrastructure)
- [Distributed Computing](#distributed-computing)
- [Kube-Ray](#kube-ray)
- [LLM Serving](#llm-serving)
- [LocalAI](#localai)
- [vLLM](#vllm)
1. [Cloud Native Operations](#cloud-native-operations)
- [AI AIOps](#ai-aiops)
- [Kubernetes Troubleshooting](#kubernetes-troubleshooting)
## AI Infrastructure
### Distributed Computing
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!!! info "Architectural Context"
Detailed reference for Artificial Intelligence in the context of AI.
## Table of Contents
1. [AI and Orchestration](#ai-and-orchestration)
- [Agentic Workflows](#agentic-workflows)
- [Command-Line Tools](#command-line-tools)
1. [Artificial Intelligence](#artificial-intelligence-1)
- [Generative AI Engineering](#generative-ai-engineering)
- [API Integration Patterns](#api-integration-patterns)
- [Architecture Patterns](#architecture-patterns)
1. [Cloud Native Operations](#cloud-native-operations)
- [AI AIOps](#ai-aiops)
- [Kubernetes Troubleshooting](#kubernetes-troubleshooting)
- [AI-Powered Operations AIOps](#ai-powered-operations-aiops)
- [Kubernetes Troubleshooting](#kubernetes-troubleshooting-1)
- [Infrastructure as Code](#infrastructure-as-code)
- [AI-Assisted IaC](#ai-assisted-iac)
- [Kubernetes Orchestration](#kubernetes-orchestration)
- [AI Workloads on K8s](#ai-workloads-on-k8s)
1. [Container Orchestration](#container-orchestration)
- [Azure Kubernetes Service](#azure-kubernetes-service)
- [AKS Fleet Manager](#aks-fleet-manager)
1. [Developer Tooling](#developer-tooling)
- [AI Code Assistants](#ai-code-assistants)
- [Prompt Templates](#prompt-templates)
1. [Software Engineering](#software-engineering)
- [AI-Assisted Development](#ai-assisted-development)
- [Multi-Repository Architecture](#multi-repository-architecture)
- [Professional Development](#professional-development)
- [Core Architectures](#core-architectures)
## AI and Orchestration
### Agentic Workflows
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!!! info "Architectural Context"
Detailed reference for Angular framework in the context of Developer Ecosystem.
## Table of Contents
1. [App Development](#app-development)
- [Frontend](#frontend)
- [Continuous Delivery](#continuous-delivery)
## App Development
### Frontend
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!!! info "Architectural Context"
Detailed reference for Configuration Management. Ansible in the context of Hardened Infrastructure.
## Table of Contents
1. [Automation](#automation)
- [API Integration](#api-integration)
- [Ansible HTTP](#ansible-http)
1. [Automation and Orchestration](#automation-and-orchestration)
- [Configuration Management](#configuration-management)
- [Ansible AWX](#ansible-awx)
1. [Container Orchestration](#container-orchestration)
- [Kubernetes](#kubernetes)
- [Ansible Integration](#ansible-integration)
- [Deployments](#deployments)
- [Helm](#helm)
- [Helm Integration](#helm-integration)
- [Object Management](#object-management)
- [Operators](#operators)
1. [Infrastructure as Code](#infrastructure-as-code)
- [Ansible](#ansible)
- [Application Servers](#application-servers)
- [Comparison](#comparison)
- [Containers](#containers)
- [NGINX Automation](#nginx-automation)
- [Deployment Tools](#deployment-tools)
- [Application Deployment](#application-deployment)
## Automation
### API Integration
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!!! info "Architectural Context"
Detailed reference for APIs with SOAP, REST and gRPC in the context of Developer Ecosystem.
## Table of Contents
1. [API Architectures](#api-architectures)
- [GraphQL](#graphql)
- [Adoption](#adoption)
- [Federation](#federation)
- [Hasura](#hasura)
- [Specification](#specification)
- [Patterns](#patterns)
- [Comparison](#comparison)
- [REST](#rest)
- [Design Principles](#design-principles)
- [Implementation](#implementation)
- [Introduction](#introduction)
- [RPC](#rpc)
- [Open-RPC](#open-rpc)
- [gRPC](#grpc)
- [gRPC-Web](#grpc-web)
- [Real-Time](#real-time)
- [Socket.IO](#socketio)
- [WebSockets](#websockets)
1. [API Management](#api-management)
- [Platform Engineering](#platform-engineering)
- [API Strategy](#api-strategy)
1. [API Security](#api-security)
- [Design](#design)
- [Best Practices](#best-practices)
- [Enterprise](#enterprise)
- [Implementation](#implementation-1)
- [Protection](#protection)
- [Tools](#tools)
- [Threat-Modeling](#threat-modeling)
- [Risks](#risks)
1. [API Testing](#api-testing)
- [Performance](#performance)
- [Continuous Integration](#continuous-integration)
1. [API Tooling](#api-tooling)
- [Codegen](#codegen)
- [OpenAPI](#openapi)
1. [Application Integration](#application-integration)
- [API Design](#api-design)
- [API Lifecycle](#api-lifecycle)
- [Architecture Comparisons](#architecture-comparisons)
- [Hands-on Deployment](#hands-on-deployment)
- [Protocols and Formats](#protocols-and-formats)
- [Strategic Governance](#strategic-governance)
- [API Gateways](#api-gateways)
- [Architecture Comparisons](#architecture-comparisons-1)
- [Best Practices](#best-practices-1)
1. [Architecture](#architecture)
- [API Management](#api-management-1)
- [SaaS Platforms](#saas-platforms)
1. [Cloud Providers](#cloud-providers)
- [AWS](#aws)
- [Serverless APIs](#serverless-apis)
1. [Enterprise Architecture](#enterprise-architecture)
- [Case Studies](#case-studies)
- [Financial Sector](#financial-sector)
1. [Event-Driven](#event-driven)
- [AsyncAPI](#asyncapi)
- [Simulation](#simulation)
- [Specification](#specification-1)
- [Trends](#trends)
1. [Microservices](#microservices)
- [Design Patterns](#design-patterns)
- [Process Automation](#process-automation)
1. [Observability](#observability)
- [Data Ingestion](#data-ingestion)
- [WebSockets IoT](#websockets-iot)
1. [Quality Assurance](#quality-assurance)
- [API Design](#api-design-1)
- [Network Debugging](#network-debugging)
1. [Software Engineering](#software-engineering)
- [API Design](#api-design-2)
- [Industry Surveys](#industry-surveys)
- [Protocol Selection](#protocol-selection)
- [SOAP vs REST](#soap-vs-rest)
## API Architectures
### GraphQL
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!!! info "Architectural Context"
Detailed reference for Appointment Scheduling Software in the context of Career & Industry.
## Table of Contents
1. [Collaborative Operations](#collaborative-operations)
- [Workspace Scheduling](#workspace-scheduling)
- [Open Source Tools](#open-source-tools)
## Collaborative Operations
### Workspace Scheduling
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!!! info "Architectural Context"
Detailed reference for Argo Declarative GitOps for Kubernetes in the context of Engineering Pipeline.
## Table of Contents
1. [GitOps and CD](#gitops-and-cd)
- [Argo Rollouts](#argo-rollouts)
- [Blue-Green Deployment](#blue-green-deployment)
- [Canary Deployment](#canary-deployment)
- [Configuration Management](#configuration-management)
- [Progressive Delivery](#progressive-delivery)
- [ArgoCD](#argocd)
- [Patterns](#patterns)
- [App-of-Apps](#app-of-apps)
- [Workload Management](#workload-management)
- [Demos](#demos)
- [CICD Integration](#cicd-integration)
1. [Kubernetes GitOps and Packaging](#kubernetes-gitops-and-packaging)
- [Argo Project Ecosystem](#argo-project-ecosystem)
- [Event-Driven Automation](#event-driven-automation)
1. [Platform Engineering](#platform-engineering)
- [ArgoCD](#argocd-1)
- [Internal Developer Platforms](#internal-developer-platforms)
- [CICD Migration](#cicd-migration)
- [Argo Workflows](#argo-workflows)
- [Jenkins](#jenkins)
- [GitOps](#gitops)
- [AWS EKS](#aws-eks)
- [Tekton](#tekton)
- [GitHub Actions](#github-actions)
- [AWS EKS](#aws-eks-1)
- [Terraform Integration](#terraform-integration)
- [Data Infrastructure](#data-infrastructure)
- [Progressive Delivery](#progressive-delivery-1)
- [DNS Routing](#dns-routing)
- [Blue-Green Deployment](#blue-green-deployment-1)
## GitOps and CD
### Argo Rollouts
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!!! info "Architectural Context"
Detailed reference for AWS Architecture and Best Practices in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Architecture](#cloud-architecture)
- [Case Studies](#case-studies)
- [Enterprise Scale](#enterprise-scale)
1. [Kubernetes and Platform Engineering](#kubernetes-and-platform-engineering)
- [Modernization Tools](#modernization-tools)
- [Microservice Migration](#microservice-migration)
## Cloud Architecture
### Case Studies
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!!! info "Architectural Context"
Detailed reference for AWS Backup and Migrations. Design for failure. Disaster Recovery in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Cloud Architecture](#cloud-architecture)
- [AWS Solutions](#aws-solutions)
- [Disaster Recovery](#disaster-recovery)
1. [Cloud Migration](#cloud-migration)
- [AWS Competency](#aws-competency)
- [Enterprise Migration](#enterprise-migration)
- [AWS MGN](#aws-mgn)
- [Multi-Region](#multi-region)
- [Multi-Account Strategy](#multi-account-strategy)
- [AWS Resources](#aws-resources)
- [VM ImportExport](#vm-importexport)
- [On-Premises](#on-premises)
1. [Data and Analytics](#data-and-analytics)
- [Data Protection](#data-protection)
- [AWS Backup](#aws-backup)
1. [Infrastructure](#infrastructure)
- [Disaster Recovery](#disaster-recovery-1)
- [AWS Architectures](#aws-architectures)
- [Single Region](#single-region)
- [AWS Compute](#aws-compute)
- [EC2](#ec2)
- [AWS Services](#aws-services)
- [AWS Backup](#aws-backup-1)
- [Multi-Region](#multi-region-1)
- [S3 Protection](#s3-protection)
- [AWS Storage](#aws-storage)
- [Automation](#automation)
- [EBS Snapshots](#ebs-snapshots)
- [Veeam Integration](#veeam-integration)
- [Chaos Engineering](#chaos-engineering)
- [Cloud Integrations](#cloud-integrations)
- [DNS Routing](#dns-routing)
- [Resilience Design](#resilience-design)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for AWS Containers in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [Container Compute](#container-compute)
- [Container Registries](#container-registries)
- [Continuous Deployment](#continuous-deployment)
- [Security Practices](#security-practices)
## Cloud Infrastructure
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS Big Data in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [Event Streaming](#event-streaming)
- [Event Streaming](#event-streaming-1)
- [Comparison](#comparison)
## Cloud Infrastructure
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS RDS Databases in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS Databases](#aws-databases)
- [Amazon Aurora](#amazon-aurora)
- [Amazon RDS](#amazon-rds)
- [Databases](#databases)
- [NoSQL](#nosql)
- [Serverless Architecture](#serverless-architecture)
1. [Cloud Native](#cloud-native)
- [Kubernetes Operators](#kubernetes-operators)
- [Managed Databases](#managed-databases)
## Cloud Infrastructure
### AWS Databases
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!!! info "Architectural Context"
Detailed reference for AWS DevOps. AWS CodePipeline in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud-Native Provisioning](#cloud-native-provisioning)
- [CICD Integration](#cicd-integration)
- [AWS CodePipeline](#aws-codepipeline)
- [AWS DevOps](#aws-devops)
1. [Multi-Cluster and Edge](#multi-cluster-and-edge)
- [Cluster Federation](#cluster-federation)
- [Admiralty](#admiralty)
- [Serverless Integration](#serverless-integration)
## Cloud-Native Provisioning
### CICD Integration
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!!! info "Architectural Context"
Detailed reference for AWS IaC in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Cloud Computing](#cloud-computing)
- [AWS](#aws)
- [Infrastructure as Code](#infrastructure-as-code)
1. [Infrastructure as Code](#infrastructure-as-code-1)
- [Automated Generation](#automated-generation)
- [AWS Resource Importers](#aws-resource-importers)
- [Compute Orchestration](#compute-orchestration)
- [Recording Tools](#recording-tools)
- [CloudFormation](#cloudformation)
- [Automated Generation](#automated-generation-1)
- [Compliance and Policy](#compliance-and-policy)
- [Criticism and Analysis](#criticism-and-analysis)
- [GitOps Integrations](#gitops-integrations)
- [Identity and Access Management](#identity-and-access-management)
- [Messaging Configuration](#messaging-configuration)
- [Pre-commit Hooks](#pre-commit-hooks)
- [Registries](#registries)
- [Starter Templates](#starter-templates)
- [Storage Configuration](#storage-configuration)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for AWS Messaging Services in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [Event-Driven Architecture](#event-driven-architecture)
- [Messaging Services](#messaging-services)
## Cloud Infrastructure
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS Miscellaneous in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Application Development](#application-development)
- [Container Orchestration](#container-orchestration)
- [App Runner](#app-runner)
- [Microservices](#microservices)
- [E-commerce Reference](#e-commerce-reference)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [Load Balancing](#load-balancing)
- [PaaS Platform](#paas-platform)
- [Web Servers](#web-servers)
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Service Mesh](#service-mesh)
- [AWS](#aws-1)
1. [Edge and IoT](#edge-and-iot)
- [AWS](#aws-2)
- [IoT Platforms](#iot-platforms)
1. [Infrastructure as Code](#infrastructure-as-code)
- [AWS CDK](#aws-cdk)
- [Serverless Applications](#serverless-applications)
1. [Networking and Security](#networking-and-security)
- [Service Mesh](#service-mesh-1)
- [Multi-Account](#multi-account)
1. [Serverless](#serverless)
- [Voice User Interfaces](#voice-user-interfaces)
- [Alexa Skills](#alexa-skills)
1. [Testing and Chaos](#testing-and-chaos)
- [Debugging](#debugging)
- [AWS Troubleshooting](#aws-troubleshooting)
## Application Development
### Container Orchestration
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!!! info "Architectural Context"
Detailed reference for AWS Monitoring and Logging in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Native Platforms](#cloud-native-platforms)
- [AWS](#aws)
- [Managed Observability](#managed-observability)
1. [Observability and Monitoring](#observability-and-monitoring)
- [CloudWatch](#cloudwatch)
- [Prometheus Integration](#prometheus-integration)
1. [Service Discovery](#service-discovery)
- [AWS Cloud Map](#aws-cloud-map)
- [Health Checks](#health-checks)
## Cloud Native Platforms
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS Networking in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [API Gateway](#api-gateway)
- [Architecture](#architecture)
- [Cross-Account Patterns](#cross-account-patterns)
- [CDN](#cdn)
- [CloudFront](#cloudfront)
- [Edge Security](#edge-security)
- [Kubernetes Networking](#kubernetes-networking)
- [Controllers](#controllers)
- [Load Balancing](#load-balancing)
- [Announcements](#announcements)
- [Application Load Balancer](#application-load-balancer)
- [Configuration Updates](#configuration-updates)
- [Serverless Integration](#serverless-integration)
- [Reverse Proxy](#reverse-proxy)
- [NGINX Plus](#nginx-plus)
- [Security](#security)
- [WAF](#waf)
1. [Software Engineering](#software-engineering)
- [Deployment Patterns](#deployment-patterns)
- [Blue-Green](#blue-green)
- [ALB](#alb)
## Cloud Infrastructure
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS New Features in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Application Integration](#application-integration)
- [Serverless Orchestration](#serverless-orchestration)
- [Step Functions](#step-functions)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS](#aws)
- [Container Orchestration](#container-orchestration)
- [Serverless](#serverless)
- [Container Orchestration](#container-orchestration-1)
- [ECS Deployments](#ecs-deployments)
- [EKS Windows](#eks-windows)
- [Storage Integration](#storage-integration)
- [Messaging](#messaging)
- [Event-Driven](#event-driven)
- [Networking](#networking)
- [Load Balancing](#load-balancing)
- [Security and Service Mesh](#security-and-service-mesh)
- [HashiCorp HCP](#hashicorp-hcp)
- [Serverless](#serverless-1)
- [Compute](#compute)
- [Developer Tooling](#developer-tooling)
1. [Containers](#containers)
- [Kubernetes](#kubernetes)
- [EKS Console](#eks-console)
- [EKS Networking](#eks-networking)
- [EKS Security](#eks-security)
- [Market Analysis](#market-analysis)
- [ReInvent Announcements](#reinvent-announcements)
1. [Data and Analytics](#data-and-analytics)
- [Data Streaming](#data-streaming)
- [Kinesis](#kinesis)
1. [Database](#database)
- [RDS Proxy](#rds-proxy)
- [Networking](#networking-1)
1. [Observability](#observability)
- [Grafana](#grafana)
- [Managed Visualization](#managed-visualization)
- [OpenTelemetry](#opentelemetry)
- [Distributed Tracing](#distributed-tracing)
- [Prometheus](#prometheus)
- [Managed Container Monitoring](#managed-container-monitoring)
## Application Integration
### Serverless Orchestration
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!!! info "Architectural Context"
Detailed reference for AWS Pricing and Cost Optimization in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS Cost Management](#aws-cost-management)
- [Kubernetes FinOps](#kubernetes-finops)
## Cloud Infrastructure
### AWS Cost Management
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!!! info "Architectural Context"
Detailed reference for AWS Security in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Architecture](#cloud-architecture)
- [AWS](#aws)
- [Cryptography](#cryptography)
- [Identity and Access Management](#identity-and-access-management)
- [SaaS Architecture](#saas-architecture)
- [Secrets Management](#secrets-management)
- [Security Auditing](#security-auditing)
- [Security and Compliance](#security-and-compliance)
1. [DevSecOps](#devsecops)
- [Policy as Code](#policy-as-code)
- [Open Policy Agent](#open-policy-agent)
1. [Security and Identity](#security-and-identity)
- [Secrets Management](#secrets-management-1)
- [Kubernetes Integration](#kubernetes-integration)
## Cloud Architecture
### AWS
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!!! info "Architectural Context"
Detailed reference for AWS Serverless in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [API Management](#api-management)
- [GraphQL and AppSync](#graphql-and-appsync)
- [Security](#security)
1. [Cloud Platforms](#cloud-platforms)
- [Serverless Architecture](#serverless-architecture)
- [AWS Lambda](#aws-lambda)
- [Concepts](#concepts)
- [Resources](#resources)
1. [Container Orchestration](#container-orchestration)
- [AWS ECS and Fargate](#aws-ecs-and-fargate)
- [Machine Learning Ops](#machine-learning-ops)
- [Performance Optimization](#performance-optimization)
- [Storage Architecture](#storage-architecture)
- [Kubernetes and EKS](#kubernetes-and-eks)
- [Serverless Containers](#serverless-containers)
1. [DevOps and CICD](#devops-and-cicd)
- [Serverless Deployment](#serverless-deployment)
- [AWS SAM](#aws-sam)
- [AWS SAM Pipelines](#aws-sam-pipelines)
1. [Infrastructure as Code](#infrastructure-as-code)
- [AWS CDK](#aws-cdk)
- [Serverless IaC](#serverless-iac)
- [AWS SAM](#aws-sam-1)
- [Fundamentals](#fundamentals)
- [Terraform](#terraform)
- [Serverless Provisioning](#serverless-provisioning)
1. [Modernization](#modernization)
- [Monolith Migration](#monolith-migration)
- [.NET Core](#net-core)
1. [Observability and Monitoring](#observability-and-monitoring)
- [CloudWatch](#cloudwatch)
- [Alerting Systems](#alerting-systems)
1. [Security and Governance](#security-and-governance)
- [Secret Management](#secret-management)
- [Go Runtime](#go-runtime)
1. [Serverless Architecture](#serverless-architecture-1)
- [API Gateway](#api-gateway)
- [REST APIs](#rest-apis)
- [AWS Lambda](#aws-lambda-1)
- [Antipatterns](#antipatterns)
- [Cold Starts](#cold-starts)
- [Concurrency and Scaling](#concurrency-and-scaling)
- [Configuration Management](#configuration-management)
- [Fundamentals](#fundamentals-1)
- [Hardware Platforms](#hardware-platforms)
- [Java Runtimes](#java-runtimes)
- [Performance Optimization](#performance-optimization-1)
- [Caching](#caching)
- [Data Management](#data-management)
- [Event-Driven](#event-driven)
- [Design Patterns](#design-patterns)
- [Messaging and Integration](#messaging-and-integration)
- [Webhooks](#webhooks)
- [Orchestration](#orchestration)
- [AWS Step Functions](#aws-step-functions)
## API Management
### GraphQL and AppSync
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!!! info "Architectural Context"
Detailed reference for Spain in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Platforms](#cloud-platforms)
- [AWS Education](#aws-education)
- [Resources](#resources)
- [AWS Regional Infrastructure](#aws-regional-infrastructure)
- [Spain](#spain-1)
## Cloud Platforms
### AWS Education
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!!! info "Architectural Context"
Detailed reference for AWS Storage. S3 and EBS. AWS Storage Gateway in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Compute](#compute)
- [AWS EC2](#aws-ec2)
- [Storage Provisioning](#storage-provisioning)
- [Data Integration](#data-integration)
- [AWS Transfer Family](#aws-transfer-family)
- [Reliability Engineering](#reliability-engineering)
- [Multi-Region Architectures](#multi-region-architectures)
- [Storage](#storage)
- [AWS EFS](#aws-efs)
- [Performance Tuning](#performance-tuning)
- [AWS S3](#aws-s3)
- [Analytics](#analytics)
1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
- [Storage and Databases](#storage-and-databases)
- [Distributed Block Storage](#distributed-block-storage)
1. [Cloud Native Storage](#cloud-native-storage)
- [AWS EBS](#aws-ebs)
- [Snapshot Automation](#snapshot-automation)
- [Sparse Snapshots](#sparse-snapshots)
- [Storage Performance](#storage-performance)
- [AWS S3](#aws-s3-1)
- [FAQ Reference](#faq-reference)
- [Private Connectivity](#private-connectivity)
- [S3 Architecture](#s3-architecture)
- [S3 Namespace](#s3-namespace)
- [S3 Synchronization](#s3-synchronization)
- [Storage Lifecycle](#storage-lifecycle)
- [S3 API Compatibility](#s3-api-compatibility)
- [S3 Security](#s3-security)
1. [Cloud Platform](#cloud-platform)
- [AWS Infrastructure](#aws-infrastructure)
- [Storage Management](#storage-management)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for AWS Tools and Scripts in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Containers](#containers)
- [Developer Tooling](#developer-tooling)
- [Cloud Emulation](#cloud-emulation)
1. [Infrastructure as Code](#infrastructure-as-code)
- [Boilerplates](#boilerplates)
- [AWS Templates](#aws-templates)
## Containers
### Developer Tooling
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!!! info "Architectural Context"
Detailed reference for AWS Training and Certification in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Computing](#cloud-computing)
- [AWS](#aws)
- [Infrastructure as Code](#infrastructure-as-code)
## Cloud Computing
### AWS
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!!! info "Architectural Context"
Detailed reference for Public Cloud Provider. Amazon Web Services in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Computing](#cloud-computing)
- [AWS](#aws)
- [Architecture and Guides](#architecture-and-guides)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Application Integration](#application-integration)
- [API Management](#api-management)
- [Serverless Services](#serverless-services)
## Cloud Computing
### AWS
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!!! info "Architectural Context"
Detailed reference for Microsoft Azure in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [API Design](#api-design)
- [Standards](#standards)
- [REST API](#rest-api)
1. [Architecture](#architecture)
- [Container Orchestration](#container-orchestration)
- [AKS Mission Critical](#aks-mission-critical)
- [Well-Architected Framework](#well-architected-framework)
- [Mission-Critical Workloads](#mission-critical-workloads)
1. [Architecture and Microservices](#architecture-and-microservices)
- [Infrastructure as Code](#infrastructure-as-code)
- [API Management](#api-management)
- [Application Delivery](#application-delivery)
- [Migration Guides](#migration-guides)
- [Java Ecosystem](#java-ecosystem)
- [Observability](#observability)
- [Application Insights](#application-insights)
- [Spring Cloud](#spring-cloud)
- [Design Patterns](#design-patterns)
1. [CICD Pipelines](#cicd-pipelines)
- [DevOps Platforms](#devops-platforms)
- [DevTest Labs](#devtest-labs)
1. [Cloud Application Platforms](#cloud-application-platforms)
- [Azure App Service](#azure-app-service)
- [App Service Configuration](#app-service-configuration)
- [App Service Diagnostics](#app-service-diagnostics)
- [Custom Containers](#custom-containers)
- [Java Runtime Configurations](#java-runtime-configurations)
- [Serverless Computing](#serverless-computing)
- [Azure Functions Core](#azure-functions-core)
1. [Cloud Architecture](#cloud-architecture)
- [PaaS](#paas)
- [App Service](#app-service)
1. [Cloud DevOps](#cloud-devops)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [YAML Templating and Reusability](#yaml-templating-and-reusability)
- [Container Orchestration](#container-orchestration-1)
- [GitOps](#gitops)
- [ArgoCD and Secrets](#argocd-and-secrets)
- [Kubernetes CD](#kubernetes-cd)
- [AKS Deployment](#aks-deployment)
- [Infrastructure as Code](#infrastructure-as-code-1)
- [End-to-End Lab Guides](#end-to-end-lab-guides)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Azure Networking](#azure-networking)
- [Private Access](#private-access)
- [Security](#security)
- [Container Orchestration](#container-orchestration-2)
- [AKS Fleet Manager](#aks-fleet-manager)
- [Container Storage](#container-storage)
- [Cloud Native Storage](#cloud-native-storage)
- [Monitoring and Observability](#monitoring-and-observability)
- [Multi-Tenant Observability](#multi-tenant-observability)
- [Networking and Edge Routing](#networking-and-edge-routing)
- [App Service Networking](#app-service-networking)
- [Application Gateway V2](#application-gateway-v2)
- [Load Balancing Options](#load-balancing-options)
- [Serverless Containers](#serverless-containers)
- [Azure Container Apps](#azure-container-apps)
- [Container Governance](#container-governance)
1. [Cloud Native and Kubernetes](#cloud-native-and-kubernetes)
- [GitOps and Continuous Delivery](#gitops-and-continuous-delivery)
- [ArgoCD integration](#argocd-integration)
- [DevOps Standardization](#devops-standardization)
- [Hybrid and Multicloud Solutions](#hybrid-and-multicloud-solutions)
- [App Services on Arc](#app-services-on-arc)
- [Azure Arc Architecture](#azure-arc-architecture)
- [Azure Arc Jumpstart](#azure-arc-jumpstart)
- [Monitoring and Observability](#monitoring-and-observability-1)
- [Managed Prometheus](#managed-prometheus)
- [Network Observability](#network-observability)
- [Networking and Edge Routing](#networking-and-edge-routing-1)
- [Gateway API](#gateway-api)
1. [Cloud Native Platforms](#cloud-native-platforms)
- [Azure](#azure)
- [High Availability Architectures](#high-availability-architectures)
1. [Cloud Platform](#cloud-platform)
- [Architecture Patterns](#architecture-patterns)
- [Cloud-Native](#cloud-native)
- [Microsoft Azure](#microsoft-azure-1)
- [Sample Architecture](#sample-architecture)
1. [Community](#community)
- [Blogs](#blogs)
- [.NET Development](#net-development)
- [Cloud-Native Architecture](#cloud-native-architecture)
1. [Compute and Containers](#compute-and-containers)
- [Kubernetes](#kubernetes)
- [AKS Engine](#aks-engine)
1. [Container Orchestration](#container-orchestration-3)
- [Operating Systems](#operating-systems)
- [Azure Linux](#azure-linux)
1. [DevOps](#devops)
- [CI-CD Pipelines](#ci-cd-pipelines-1)
- [Build Templates](#build-templates)
1. [Developer Experience](#developer-experience)
- [CI-CD Runners](#ci-cd-runners)
- [Ephemeral Containers](#ephemeral-containers)
1. [Governance and Management](#governance-and-management)
- [Enterprise Governance](#enterprise-governance)
- [Kubernetes Compliance](#kubernetes-compliance)
1. [Healthcare IT](#healthcare-it)
- [Medical Imaging](#medical-imaging)
- [Azure Healthcare APIs](#azure-healthcare-apis)
1. [Identity and Access](#identity-and-access)
- [Cloud Security](#cloud-security)
- [Workload Identity](#workload-identity)
- [Managed Identities](#managed-identities)
1. [Identity and Access](#identity-and-access-1)
- [Managed Identities](#managed-identities-1)
- [Secretless Architectures](#secretless-architectures)
- [Graph API](#graph-api)
1. [Infrastructure Automation](#infrastructure-automation)
- [Infrastructure as Code](#infrastructure-as-code-2)
- [Azure Bicep](#azure-bicep)
- [Declarative Deployments](#declarative-deployments)
- [Shell Customization](#shell-customization)
- [Oh-My-Posh](#oh-my-posh)
- [Kubernetes Integration](#kubernetes-integration)
1. [Microservices](#microservices)
- [.NET Microservices](#net-microservices)
- [Project Tye](#project-tye)
1. [Network and Delivery](#network-and-delivery)
- [API Management](#api-management-1)
- [Monetization Models](#monetization-models)
- [Workspace Migration](#workspace-migration)
- [Global Routing](#global-routing)
- [DNS Traffic Management](#dns-traffic-management)
1. [Operating Systems](#operating-systems-1)
- [Azure Linux](#azure-linux-1)
- [Kernel Curation](#kernel-curation)
1. [Quality Assurance](#quality-assurance)
- [Performance Testing](#performance-testing)
- [Azure Load Testing](#azure-load-testing)
1. [Security and Identity](#security-and-identity)
- [API Security](#api-security)
- [Runtime Threat Protection](#runtime-threat-protection)
- [Vulnerability Research](#vulnerability-research)
- [Container Escape](#container-escape)
## API Design
### Standards
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!!! info "Architectural Context"
Detailed reference for Caching Solutions in the context of Networking & Service Mesh.
## Table of Contents
1. [Edge and Serverless](#edge-and-serverless)
- [WebAssembly Platforms](#webassembly-platforms)
- [Tau Edge](#tau-edge)
1. [Infrastructure and Caching](#infrastructure-and-caching)
- [Database and Storage](#database-and-storage)
- [Tarantool and Nginx](#tarantool-and-nginx)
1. [Performance](#performance)
- [Caching](#caching)
- [Varnish on RHEL](#varnish-on-rhel)
## Edge and Serverless
### WebAssembly Platforms
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!!! info "Architectural Context"
Detailed reference for Chaos Engineering in the context of Platform & Site Reliability.
## Table of Contents
1. [Resilience](#resilience)
- [Chaos Engineering](#chaos-engineering-1)
- [Cloud Architecture](#cloud-architecture)
- [Continuous Integration](#continuous-integration)
- [Curated Resources](#curated-resources)
- [Enterprise Platforms](#enterprise-platforms)
- [Kubernetes Tools](#kubernetes-tools)
- [Operations Strategy](#operations-strategy)
- [Serverless Systems](#serverless-systems)
- [Stateful Systems](#stateful-systems)
- [Telemetry Systems](#telemetry-systems)
## Resilience
### Chaos Engineering (1)
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!!! info "Architectural Context"
Detailed reference for ChatGPT in the context of AI.
## Table of Contents
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Kubernetes Operations](#kubernetes-operations)
- [AIOps Diagnostics](#aiops-diagnostics)
1. [Data Architecture](#data-architecture)
- [Retrieval-Augmented Generation](#retrieval-augmented-generation)
- [Enterprise AI](#enterprise-ai)
## Cloud Native Infrastructure
### Kubernetes Operations
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!!! info "Architectural Context"
Detailed reference for Cheat Sheets in the context of Architectural Foundations.
## Table of Contents
1. [Architecture](#architecture)
- [Application Frameworks](#application-frameworks)
- [Quarkus](#quarkus)
- [Application Security](#application-security)
- [Token Security](#token-security)
- [Data Pipelines](#data-pipelines)
- [Apache Kafka](#apache-kafka)
- [Change Data Capture](#change-data-capture)
1. [Infrastructure](#infrastructure)
- [Cloud Computing](#cloud-computing)
- [AWS](#aws)
- [Messaging Systems](#messaging-systems)
- [Kubernetes Operators](#kubernetes-operators)
1. [Orchestration](#orchestration)
- [Kubernetes](#kubernetes)
- [Training and Concepts](#training-and-concepts)
1. [Research](#research)
- [Architecture Analysis](#architecture-analysis)
- [Infrastructure Design](#infrastructure-design)
1. [Software Engineering](#software-engineering)
- [APIs](#apis)
- [Automation and Scripting](#automation-and-scripting)
- [Testing and Lifecycle](#testing-and-lifecycle)
- [Microservices](#microservices)
- [REST Clients](#rest-clients)
- [Web Development](#web-development)
- [NodeJS](#nodejs)
1. [Virtualization and Containers](#virtualization-and-containers)
- [Docker](#docker)
- [CLI Reference](#cli-reference)
## Architecture
### Application Frameworks
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!!! info "Architectural Context"
Detailed reference for Chef in the context of Hardened Infrastructure.
## Table of Contents
1. [Infrastructure as Code](#infrastructure-as-code)
- [Configuration Management](#configuration-management)
- [Enterprise Tooling](#enterprise-tooling)
- [Training](#training)
## Infrastructure as Code
### Configuration Management
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!!! info "Architectural Context"
Detailed reference for CI/CD Kubernetes Plugins in the context of Engineering Pipeline.
## Table of Contents
1. [Software Engineering](#software-engineering)
- [Collaborative Platforms](#collaborative-platforms)
- [Kubernetes Integration](#kubernetes-integration)
## Software Engineering
### Collaborative Platforms
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!!! info "Architectural Context"
Detailed reference for Software Delivery Pipeline. CI/CD in the context of Engineering Pipeline.
## Table of Contents
1. [Cloud Engineering](#cloud-engineering)
- [AWS](#aws)
- [Automated Deployment](#automated-deployment)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [Architecture](#architecture)
- [Cloud Native](#cloud-native)
- [CI-CD Pipelines](#ci-cd-pipelines-1)
- [Hybrid Cloud](#hybrid-cloud)
- [Case Studies](#case-studies)
- [Kubernetes](#kubernetes)
- [Best Practices](#best-practices)
- [CI-CD Pipelines](#ci-cd-pipelines-2)
- [Cloud Native](#cloud-native-1)
1. [Continuous Delivery](#continuous-delivery)
- [CICD and Testing](#cicd-and-testing)
- [Pipeline as Code](#pipeline-as-code)
- [CICD Best Practices](#cicd-best-practices)
- [Overview](#overview)
- [Deployment Strategies](#deployment-strategies)
- [Blue-Green and Canary](#blue-green-and-canary)
1. [Deployment and Delivery](#deployment-and-delivery)
- [CICD and Delivery](#cicd-and-delivery)
- [AWS Architecture](#aws-architecture)
- [Kubernetes Native](#kubernetes-native)
- [Pipeline Architecture](#pipeline-architecture)
- [Resource Portals](#resource-portals)
- [Deployment Strategies](#deployment-strategies-1)
- [Blue-Green and Canary](#blue-green-and-canary-1)
- [Education](#education)
- [GitOps](#gitops)
- [Red Hat OpenShift](#red-hat-openshift)
- [Platform Engineering](#platform-engineering)
- [Kubernetes Management](#kubernetes-management)
- [Progressive Delivery](#progressive-delivery)
- [Feature Flags](#feature-flags)
1. [DevOps](#devops)
- [CI-CD Pipelines](#ci-cd-pipelines-3)
- [Best Practices](#best-practices-1)
- [Case Studies](#case-studies-1)
- [Continuous Delivery](#continuous-delivery-1)
- [Patterns](#patterns)
- [Financial Services](#financial-services)
- [Best Practices](#best-practices-2)
1. [Infrastructure as Code](#infrastructure-as-code)
- [CICD and Delivery](#cicd-and-delivery-1)
- [Security and Compliance](#security-and-compliance)
- [GitOps](#gitops-1)
- [Configuration Management](#configuration-management)
## Cloud Engineering
### AWS
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!!! info "Architectural Context"
Detailed reference for Cloud Architecture Diagram Tools in the context of Architectural Foundations.
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Azure Networking](#azure-networking)
- [Network Topology](#network-topology)
## Cloud Infrastructure
### Azure Networking
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!!! info "Architectural Context"
Detailed reference for Cloud Asset Inventory in the context of Architectural Foundations.
## Table of Contents
1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
- [Asset Management and Governance](#asset-management-and-governance)
- [Cloud Analytics](#cloud-analytics)
- [Public Cloud Administration](#public-cloud-administration)
- [AWS Fundamentals](#aws-fundamentals)
- [Azure Architecture](#azure-architecture)
- [Serverless Architecture](#serverless-architecture)
- [Case Studies](#case-studies)
- [Storage and Databases](#storage-and-databases)
- [Distributed Block Storage](#distributed-block-storage)
1. [Infrastructure as Code](#infrastructure-as-code)
- [Architecture](#architecture)
- [Diagrams](#diagrams)
## Cloud Infrastructure and Orchestration
### Asset Management and Governance
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!!! info "Architectural Context"
Detailed reference for Cloudflare Public Cloud in the context of Networking & Service Mesh.
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Kubernetes Security](#kubernetes-security)
- [Zero Trust](#zero-trust)
- [Networking](#networking)
- [Zero Trust](#zero-trust-1)
- [Serverless](#serverless)
- [Edge Computing](#edge-computing)
## Cloud Infrastructure
### Kubernetes Security
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!!! info "Architectural Context"
Detailed reference for Container Runtimes/Managers, Base Images and Container Tools. Podman, Buildah and Skopeo in the context of The Container Stack.
## Table of Contents
1. [Application Development](#application-development)
- [PHP](#php)
- [Kubernetes Integration](#kubernetes-integration)
1. [Container Infrastructure](#container-infrastructure)
- [Container Engines](#container-engines)
- [Secret Management](#secret-management)
- [Container Tooling](#container-tooling)
- [Compose Comparison](#compose-comparison)
- [Docker Compose Compatibility](#docker-compose-compatibility)
- [Podman Compose](#podman-compose)
- [Edge Orchestration](#edge-orchestration)
- [Auto-Updates and Rollbacks](#auto-updates-and-rollbacks)
- [Image Distribution](#image-distribution)
- [Ecosystem Registries](#ecosystem-registries)
- [Image Optimization](#image-optimization)
- [Base Images](#base-images)
- [Red Hat UBI](#red-hat-ubi)
- [Image Synthesis](#image-synthesis)
- [Builder Comparison](#builder-comparison)
- [Language-Specific Builders](#language-specific-builders)
- [Kubernetes Integration](#kubernetes-integration-1)
- [Declarative Pods](#declarative-pods)
- [Manifest Translation](#manifest-translation)
- [Service Orchestration](#service-orchestration)
- [Quadlet Integration](#quadlet-integration)
1. [Containerization](#containerization)
- [Container Engines](#container-engines-1)
- [Strategy and Standards](#strategy-and-standards)
- [Runtimes](#runtimes)
- [High-Level Engines](#high-level-engines)
- [Kubernetes Integration](#kubernetes-integration-2)
1. [Microservices](#microservices)
- [Mocking and Testing](#mocking-and-testing)
- [Podman Compose Integration](#podman-compose-integration)
## Application Development
### PHP
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!!! info "Architectural Context"
Detailed reference for Crossplane. A Universal Control Plane API for Cloud Computing. Crossplane Workloads Definitions in the context of Hardened Infrastructure.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [GitOps and CICD](#gitops-and-cicd)
- [GitOps](#gitops)
- [FluxCD](#fluxcd)
- [Crossplane](#crossplane)
- [Methodologies](#methodologies)
1. [Platform Engineering](#platform-engineering)
- [Control Planes](#control-planes)
- [Crossplane](#crossplane-1)
- [Code Samples](#code-samples)
- [History](#history)
- [Infrastructure as Code](#infrastructure-as-code)
- [Introduction](#introduction)
- [Platform-as-a-Service](#platform-as-a-service)
- [Presentations](#presentations)
- [RedHat OpenShift](#redhat-openshift)
- [Reference Architectures](#reference-architectures)
- [Developer Experience](#developer-experience)
- [Kubernetes Usability](#kubernetes-usability)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Crunchy Data PostgreSQL Operator in the context of Data & Advanced Analytics.
## Table of Contents
1. [Data Infrastructure](#data-infrastructure)
- [Database Operators](#database-operators)
- [PostgreSQL](#postgresql)
- [Connection Pooling](#connection-pooling)
- [Developer Experience](#developer-experience)
- [GitOps Implementation](#gitops-implementation)
- [High Availability](#high-availability)
- [Multi-Cluster](#multi-cluster)
- [Packaging and CD](#packaging-and-cd)
- [Performance Tuning](#performance-tuning)
- [Platform Integration](#platform-integration)
- [Scheduling and Affinity](#scheduling-and-affinity)
- [Security](#security)
## Data Infrastructure
### Database Operators
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!!! info "Architectural Context"
Detailed reference for Customer Success Stories. Cloud Native Projects in the context of Architectural Foundations.
## Table of Contents
1. [Cloud Platform](#cloud-platform)
- [Bioinformatics](#bioinformatics)
- [High-Performance Computing](#high-performance-computing)
- [Healthcare Tech](#healthcare-tech)
- [Medical Imaging Platforms](#medical-imaging-platforms)
1. [Infrastructure Orchestration](#infrastructure-orchestration)
- [Cloud Security](#cloud-security)
- [Runtime Security](#runtime-security)
1. [Organizational Culture](#organizational-culture)
- [Migration Journeys](#migration-journeys)
- [BMW Group](#bmw-group)
1. [System Architecture](#system-architecture)
- [Messaging Systems](#messaging-systems)
- [Event-Driven Microservices](#event-driven-microservices)
## Cloud Platform
### Bioinformatics
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!!! info "Architectural Context"
Detailed reference for Databases on Kubernetes. Database DevOps in the context of Data & Advanced Analytics.
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [FinOps](#finops)
- [Cost Optimization](#cost-optimization)
1. [Cloud-Native Design](#cloud-native-design)
- [Architecture Patterns](#architecture-patterns)
1. [Data Analytics](#data-analytics)
- [Real-time Analytics](#real-time-analytics)
- [Edge Computing](#edge-computing)
1. [Data Operations](#data-operations)
- [Database CICD](#database-cicd)
1. [Data on Kubernetes](#data-on-kubernetes)
- [DBaaS](#dbaas)
- [Enterprise RedHat](#enterprise-redhat)
- [Internal Mechanics](#internal-mechanics)
- [Disaster Recovery](#disaster-recovery)
- [Enterprise RedHat](#enterprise-redhat-1)
- [Distributed Systems](#distributed-systems)
- [ShardingSphere](#shardingsphere)
- [Performance Tuning](#performance-tuning)
- [Autoscaling](#autoscaling)
- [Relational Databases](#relational-databases)
- [Operations](#operations)
- [PostgreSQL](#postgresql)
- [Stateful Architecture](#stateful-architecture)
- [Operational Guide](#operational-guide)
1. [Database Architecture](#database-architecture)
- [DBaaS](#dbaas-1)
- [Market Trends](#market-trends)
- [Database Interfaces](#database-interfaces)
- [API Design](#api-design)
- [Microservices Patterns](#microservices-patterns)
- [Transactions](#transactions)
- [Multi-tenancy](#multi-tenancy)
- [Schema Design](#schema-design)
- [Traffic Management](#traffic-management)
- [Load Balancing](#load-balancing)
1. [Distributed SQL](#distributed-sql)
- [APIs](#apis)
- [CockroachDB](#cockroachdb)
1. [Infrastructure](#infrastructure)
- [Container Orchestration](#container-orchestration)
- [Data on Kubernetes](#data-on-kubernetes-1)
- [GitOps](#gitops)
- [Kubernetes Operators](#kubernetes-operators)
- [MySQL Operators](#mysql-operators)
- [PostgreSQL HA](#postgresql-ha)
- [PostgreSQL Operators](#postgresql-operators)
- [State Management](#state-management)
- [Enterprise Kubernetes](#enterprise-kubernetes)
- [OpenShift Databases](#openshift-databases)
- [Infrastructure as Code](#infrastructure-as-code)
- [Terraform Database Ops](#terraform-database-ops)
- [PostgreSQL HA](#postgresql-ha-1)
- [Kubernetes Operations](#kubernetes-operations)
- [Orchestration](#orchestration)
- [Zalando Stack](#zalando-stack)
1. [Kubernetes Workloads](#kubernetes-workloads)
- [CICD Pipelines](#cicd-pipelines)
- [Database Migrations](#database-migrations)
1. [Observability](#observability)
- [Distributed Storage](#distributed-storage)
- [VictoriaMetrics](#victoriametrics)
1. [PostgreSQL](#postgresql-1)
- [Alternative Paradigms](#alternative-paradigms)
- [Application Architecture](#application-architecture)
- [Application Performance](#application-performance)
- [Database Architecture](#database-architecture-1)
1. [Relational Databases](#relational-databases-1)
- [Database Drivers](#database-drivers)
1. [SQL](#sql)
- [ORM and Query Builders](#orm-and-query-builders)
- [Java Ecosystem](#java-ecosystem)
1. [SQL Server](#sql-server)
- [DevOps](#devops)
1. [Serverless Databases](#serverless-databases)
- [Resource Management](#resource-management)
1. [Storage and Data](#storage-and-data)
- [Database Operators](#database-operators)
- [Crunchy PostgreSQL](#crunchy-postgresql)
## Cloud Infrastructure
### FinOps
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!!! info "Architectural Context"
Detailed reference for DevOps Demos. Boilerplates/Samples, Tutorials and Screencasts in the context of Architectural Foundations.
## Table of Contents
1. [Application Architecture](#application-architecture)
- [Event-Driven](#event-driven)
- [GraphQL](#graphql)
1. [Application Delivery](#application-delivery)
- [Asynchronous Messaging](#asynchronous-messaging)
- [Red Hat Fuse](#red-hat-fuse)
- [CICD Pipelines](#cicd-pipelines)
- [Tekton Pipelines](#tekton-pipelines)
- [Database Schema Management](#database-schema-management)
- [Liquibase Integration](#liquibase-integration)
- [Deployment Strategies](#deployment-strategies)
- [Canary Deployments](#canary-deployments)
- [Developer Platforms](#developer-platforms)
- [App Deployment](#app-deployment)
- [Local Development](#local-development)
- [Enterprise Modernization](#enterprise-modernization)
- [Multi-Cluster Strategy](#multi-cluster-strategy)
- [GitOps](#gitops)
- [Microservices Showcase](#microservices-showcase)
- [Java on Kubernetes](#java-on-kubernetes)
- [Eclipse JKube Tools](#eclipse-jkube-tools)
- [Load Balancing](#load-balancing)
- [High Availability](#high-availability)
1. [Application Development](#application-development)
- [Cloud-Native Java](#cloud-native-java)
- [Advanced Microservices](#advanced-microservices)
- [Spring Boot Microservices](#spring-boot-microservices)
- [Containerization](#containerization)
- [Java Spring Boot](#java-spring-boot)
- [Java](#java)
- [Build Automation](#build-automation)
- [Local Development](#local-development-1)
- [Microservices Demo](#microservices-demo)
- [Project Bootstrapping](#project-bootstrapping)
- [Microservices Showcase](#microservices-showcase-1)
- [Spring Boot](#spring-boot)
- [NodeJS](#nodejs)
- [Deployment Tooling](#deployment-tooling)
- [Process Automation](#process-automation)
- [RHPAM](#rhpam)
- [Reference Templates](#reference-templates)
- [OpenShift 4.8](#openshift-48)
- [Serverless Java](#serverless-java)
- [Quarkus Integration](#quarkus-integration)
- [gRPC Communication](#grpc-communication)
- [Tutorials](#tutorials)
- [Developer Demos](#developer-demos)
1. [Application Modernization](#application-modernization)
- [Integration Frameworks](#integration-frameworks)
- [OpenShift and Camel](#openshift-and-camel)
- [Spring to Quarkus](#spring-to-quarkus)
- [Framework Migration](#framework-migration)
1. [Architecture](#architecture)
- [Microservices](#microservices)
- [Demo Systems](#demo-systems)
1. [CI-CD](#ci-cd)
- [Azure AKS](#azure-aks)
- [GitHub Actions](#github-actions)
- [Java](#java-1)
- [Automated Workflows](#automated-workflows)
1. [CICD](#cicd)
- [GitOps](#gitops-1)
- [GitLab Agent](#gitlab-agent)
1. [CICD Infrastructure](#cicd-infrastructure)
- [Build and Packaging](#build-and-packaging)
- [Custom Packager](#custom-packager)
1. [CICD Pipelines](#cicd-pipelines-1)
- [Automated Cloud Deployments](#automated-cloud-deployments)
- [AWS ECS Deployments](#aws-ecs-deployments)
1. [Cloud Native Architecture](#cloud-native-architecture)
- [Microservices Migration](#microservices-migration)
- [Case Study](#case-study)
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Enterprise Messaging](#enterprise-messaging)
- [Kafka on Kubernetes](#kafka-on-kubernetes)
- [APIs and Gateways](#apis-and-gateways)
- [Observability and Testing](#observability-and-testing)
- [Pod Mocking](#pod-mocking)
1. [Cloud Native Platforms](#cloud-native-platforms)
- [Red Hat OpenShift](#red-hat-openshift)
- [Local Development](#local-development-2)
- [CodeReady Containers](#codeready-containers)
1. [Cloud Platform](#cloud-platform)
- [Microsoft Azure](#microsoft-azure)
- [Sample Architecture](#sample-architecture)
1. [Cloud Providers](#cloud-providers)
- [Google GKE](#google-gke)
- [Application Dev](#application-dev)
1. [Cloud-Native Application Development](#cloud-native-application-development)
- [Go Development](#go-development)
- [Microservices](#microservices-1)
- [Open Source Software](#open-source-software)
- [Reference Implementations](#reference-implementations)
1. [Cloud-Native Applications](#cloud-native-applications)
- [Java Microservices](#java-microservices)
- [Azure Container Apps](#azure-container-apps)
- [Container Images](#container-images)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Spring Cloud](#spring-cloud)
1. [Cloud-Native Infrastructure](#cloud-native-infrastructure)
- [Kubernetes Core](#kubernetes-core)
- [Declarative Templates](#declarative-templates)
- [Learning Resources](#learning-resources)
- [Kubernetes Courses](#kubernetes-courses)
1. [DevOps](#devops)
- [CICD Platforms](#cicd-platforms)
- [Jenkins](#jenkins)
- [Docker Containerization](#docker-containerization)
- [Modular Pipeline Library](#modular-pipeline-library)
- [Spring Petclinic Pipeline](#spring-petclinic-pipeline)
- [Cloud Native CICD](#cloud-native-cicd)
- [Jenkins X](#jenkins-x)
- [AWS EKS Integration](#aws-eks-integration)
- [Continuous Delivery](#continuous-delivery)
- [Infrastructure Provisioning](#infrastructure-provisioning)
- [Crossplane Spinnaker Integration](#crossplane-spinnaker-integration)
- [Spinnaker Setup](#spinnaker-setup)
- [Kubernetes Native Deployment](#kubernetes-native-deployment)
- [Kubernetes Integration](#kubernetes-integration)
- [AWS EKS](#aws-eks)
- [Jenkins Pipelines](#jenkins-pipelines)
1. [DevOps and Platform Engineering](#devops-and-platform-engineering)
- [Interview Preparation](#interview-preparation)
- [Reference Guides](#reference-guides)
1. [DevSecOps and Automation](#devsecops-and-automation)
- [End-to-End Pipelines](#end-to-end-pipelines)
- [Multi-Version Deployments](#multi-version-deployments)
- [Jenkins-based CI-CD](#jenkins-based-ci-cd)
- [AWS and Jenkins](#aws-and-jenkins)
- [Jenkins Architecture](#jenkins-architecture)
1. [DevSecOps and IDEs](#devsecops-and-ides)
- [Google Cloud Code](#google-cloud-code)
- [Developer Experience](#developer-experience)
- [Quality Assurance](#quality-assurance)
- [Azure Cloud Testing](#azure-cloud-testing)
1. [Developer Experience](#developer-experience-1)
- [Inner Loop Development](#inner-loop-development)
- [Local Tooling](#local-tooling)
1. [Enterprise Architecture](#enterprise-architecture)
- [Business Process Management](#business-process-management)
- [RHPAM](#rhpam-1)
1. [Event-Driven Architectures](#event-driven-architectures)
- [Cloud-Native Java](#cloud-native-java-1)
- [Kafka with Spring Boot](#kafka-with-spring-boot)
- [Go and CQRS](#go-and-cqrs)
- [gRPC Microservices](#grpc-microservices)
- [Observability and Diagnostics](#observability-and-diagnostics)
- [Kafka at Scale](#kafka-at-scale)
- [Realtime Streams](#realtime-streams)
- [FastAPI and Ably](#fastapi-and-ably)
- [Serverless Java](#serverless-java-1)
- [Quarkus with Kafka](#quarkus-with-kafka)
1. [GitOps](#gitops-2)
- [Continuous Deployment](#continuous-deployment)
- [Flux v2](#flux-v2)
1. [GitOps and Declarative Git](#gitops-and-declarative-git)
- [Developer Platforms](#developer-platforms-1)
- [GitHub Actions](#github-actions-1)
- [GitOps Tools](#gitops-tools)
- [Flux and Helm](#flux-and-helm)
1. [Infrastructure and Operations](#infrastructure-and-operations)
- [Observability and Service Mesh](#observability-and-service-mesh)
- [OpenShift ServiceMesh](#openshift-servicemesh)
1. [Infrastructure and Platform](#infrastructure-and-platform)
- [Autoscaling](#autoscaling)
- [Event-Driven Scaling](#event-driven-scaling)
1. [Infrastructure as Code](#infrastructure-as-code)
- [Serverless Deployment](#serverless-deployment)
- [Terraform and AWS Lambda](#terraform-and-aws-lambda)
1. [Infrastructure as Code and CI-CD](#infrastructure-as-code-and-ci-cd)
- [Developer Platforms](#developer-platforms-2)
- [CI-CD Pipelines](#ci-cd-pipelines)
1. [Java Cloud Native](#java-cloud-native)
- [Spring Cloud](#spring-cloud-1)
- [Kubernetes Integration](#kubernetes-integration-1)
1. [Local Development](#local-development-3)
- [Red Hat OpenShift Local](#red-hat-openshift-local)
- [Process Automation](#process-automation-1)
1. [Networking](#networking)
- [Security](#security)
- [Recipes](#recipes)
1. [Observability](#observability)
- [Microservices Telemetry](#microservices-telemetry)
- [Grafana Stack](#grafana-stack)
- [OpenTelemetry](#opentelemetry)
- [Reliability Engineering](#reliability-engineering)
1. [Orchestration](#orchestration)
- [AKS](#aks)
- [Masterclass](#masterclass)
- [Kubernetes](#kubernetes)
- [EKS Training](#eks-training)
1. [Platform Engineering](#platform-engineering)
- [GitOps and CI-CD](#gitops-and-ci-cd)
- [AWS and Argo CD](#aws-and-argo-cd)
- [Argo CD and OpenShift Pipelines](#argo-cd-and-openshift-pipelines)
- [Multi-Cluster GitOps](#multi-cluster-gitops)
- [Serverless Workflows](#serverless-workflows)
- [GitOps and Deployment](#gitops-and-deployment)
- [Flux Ecosystem](#flux-ecosystem)
- [Machine Learning Operations](#machine-learning-operations)
- [OpenShift AI](#openshift-ai)
1. [Quality Assurance](#quality-assurance-1)
- [API Testing Automation](#api-testing-automation)
- [Newman Integration](#newman-integration)
- [Jenkins Pipelines](#jenkins-pipelines-1)
1. [Reference Architectures](#reference-architectures)
- [Industry Verticals](#industry-verticals)
- [Healthcare](#healthcare)
1. [Security](#security-1)
- [Vulnerabilities](#vulnerabilities)
- [Hacking Labs](#hacking-labs)
1. [Serverless and Knative](#serverless-and-knative)
- [Serverless Frameworks](#serverless-frameworks)
- [Knative Serving](#knative-serving)
- [Knative Tutorial](#knative-tutorial)
- [Serverless Java](#serverless-java-2)
- [Knative Service](#knative-service)
1. [Service Mesh](#service-mesh)
- [Consul](#consul)
- [Local Development](#local-development-4)
- [GitOps](#gitops-3)
- [Progressive Delivery](#progressive-delivery)
1. [Software Development](#software-development)
- [Microservices](#microservices-2)
- [Reference Architecture](#reference-architecture)
- [Spring Petclinic](#spring-petclinic)
- [Spring Petclinic Red Hat](#spring-petclinic-red-hat)
## Application Architecture
### Event-Driven
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!!! info "Architectural Context"
Detailed reference for Development and Frameworks. Websites for web developers in the context of Developer Ecosystem.
## Table of Contents
1. [Backend-as-a-Service](#backend-as-a-service)
- [Google Cloud](#google-cloud)
- [BaaS Platform](#baas-platform)
- [PostgreSQL](#postgresql)
- [BaaS Platform](#baas-platform-1)
1. [Software Engineering](#software-engineering)
- [Languages](#languages)
- [Cloud-Native Programming](#cloud-native-programming)
## Backend-as-a-Service
### Google Cloud
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!!! info "Architectural Context"
Detailed reference for API Marketplaces. API Management with API Gateways and Developer Portals in the context of Platform & Site Reliability.
## Table of Contents
1. [Architecture](#architecture)
- [API Management](#api-management)
- [API Economy](#api-economy)
- [API Governance](#api-governance)
- [Case Studies](#case-studies)
- [Cloud Services](#cloud-services)
- [Gateway Engines](#gateway-engines)
- [Infrastructure Patterns](#infrastructure-patterns)
- [Kubernetes Orchestration](#kubernetes-orchestration)
- [Observability Platforms](#observability-platforms)
- [Operations and Deployment](#operations-and-deployment)
- [Persistent Connections](#persistent-connections)
- [Red Hat Ecosystem](#red-hat-ecosystem)
- [Security and Protocols](#security-and-protocols)
- [Video Walkthroughs](#video-walkthroughs)
- [Design Patterns](#design-patterns)
- [Microservices Patterns](#microservices-patterns)
- [Microservices](#microservices)
- [API Gateways](#api-gateways)
1. [Domain APIs](#domain-apis)
- [IoT](#iot)
- [Smart Cities](#smart-cities)
1. [Infrastructure](#infrastructure)
- [API Gateway](#api-gateway)
- [Cloud Native](#cloud-native)
- [Go Engines](#go-engines)
- [Industry News](#industry-news)
- [Java Spring Ecosystem](#java-spring-ecosystem)
- [Open Source Governance](#open-source-governance)
1. [Platform Engineering](#platform-engineering)
- [Developer Portal](#developer-portal)
- [Internal Developer Platforms](#internal-developer-platforms)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Tutorials](#tutorials)
## Architecture
### API Management
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!!! info "Architectural Context"
Detailed reference for DevOps Tools aka Toolchain in the context of Architectural Foundations.
## Table of Contents
1. [Cloud Providers](#cloud-providers)
- [AWS](#aws)
- [CICD and Security](#cicd-and-security)
1. [Deployment and Delivery](#deployment-and-delivery)
- [Platform Engineering](#platform-engineering)
- [Kubernetes Management](#kubernetes-management)
1. [DevOps and Platform Engineering](#devops-and-platform-engineering)
- [Architecture and Orchestration](#architecture-and-orchestration)
- [Foundational Primer](#foundational-primer)
1. [Developer Tooling](#developer-tooling)
- [AI Code Assistants](#ai-code-assistants)
- [Prompt Templates](#prompt-templates)
- [Developer Knowledge](#developer-knowledge)
- [Curation Repositories](#curation-repositories)
1. [Kubernetes and Container Orchestration](#kubernetes-and-container-orchestration)
- [Platform Engineering](#platform-engineering-1)
- [AppOps and GitOps](#appops-and-gitops)
1. [Local Developer Environment](#local-developer-environment)
- [Container Runtime Setup](#container-runtime-setup)
- [Docker Compose](#docker-compose)
1. [Orchestration and Packaging](#orchestration-and-packaging)
- [Cloud-Native Delivery](#cloud-native-delivery)
- [Keptn](#keptn)
## Cloud Providers
### AWS
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!!! info "Architectural Context"
Detailed reference for DevOps in the context of Platform & Site Reliability.
## Table of Contents
1. [Architecture](#architecture)
- [Patterns](#patterns)
- [Twelve-Factor App](#twelve-factor-app)
1. [Automation](#automation)
- [Agentic Systems](#agentic-systems)
- [MCP Server](#mcp-server)
- [NoOps Evolution](#noops-evolution)
1. [Cloud Architecture](#cloud-architecture)
- [Multicloud Solutions](#multicloud-solutions)
- [Ops Dynamics](#ops-dynamics)
- [NoOps and Serverless](#noops-and-serverless)
- [Overview](#overview)
- [Serverless Systems](#serverless-systems)
- [DevOps Pipelines](#devops-pipelines)
1. [Cloud Native](#cloud-native)
- [Kubernetes Orchestration](#kubernetes-orchestration)
- [DevOps-as-a-Service](#devops-as-a-service)
1. [Containerization](#containerization)
- [DevOps](#devops-1)
- [Evolution](#evolution)
- [Docker](#docker)
- [Fundamentals](#fundamentals)
- [Kubernetes](#kubernetes)
- [Configuration Management](#configuration-management)
- [Culture](#culture)
1. [Continuous Delivery](#continuous-delivery)
- [CICD Pipeline Design](#cicd-pipeline-design)
- [Database Delivery](#database-delivery)
- [Release Strategies](#release-strategies)
- [Security Policy](#security-policy)
1. [DevOps and SRE](#devops-and-sre)
- [CICD Pipelines](#cicd-pipelines)
- [Architecture](#architecture-1)
- [Tool Integrations](#tool-integrations)
- [Culture and Organizations](#culture-and-organizations)
- [Netflix Engineering](#netflix-engineering)
- [Industry Evolution](#industry-evolution)
- [Trends](#trends)
- [Infrastructure](#infrastructure)
- [On-Premises Architecture](#on-premises-architecture)
- [Windows Ecosystems](#windows-ecosystems)
- [Roadmaps and Career](#roadmaps-and-career)
- [Skill Sets](#skill-sets)
- [Tooling Landscapes](#tooling-landscapes)
- [Visual Architecture](#visual-architecture)
1. [DevOps Culture](#devops-culture)
- [Platform Engineering](#platform-engineering)
- [PlatformOps](#platformops)
1. [DevOps Methodology](#devops-methodology)
- [Application Delivery](#application-delivery)
- [Performance Optimization](#performance-optimization)
- [Foundational Principles](#foundational-principles)
- [Culture and Process](#culture-and-process)
- [Software Lifecycle Models](#software-lifecycle-models)
- [Strategic Architecture](#strategic-architecture)
- [Tooling Ecosystem](#tooling-ecosystem)
- [Platform Evaluation](#platform-evaluation)
1. [DevSecOps and IDEs](#devsecops-and-ides)
- [Google Cloud Code](#google-cloud-code)
- [Developer Experience](#developer-experience)
1. [Education](#education)
- [Training Courses](#training-courses)
1. [Industry Metrics](#industry-metrics)
- [DORA Reports](#dora-reports)
1. [Microservices](#microservices)
- [API Management](#api-management)
- [DevOps Delivery](#devops-delivery)
- [DevOps Synergy](#devops-synergy)
- [Architecture Alignment](#architecture-alignment)
- [DevSecOps](#devsecops)
- [Cloud Native Security](#cloud-native-security)
- [Event-Driven](#event-driven)
- [Application Delivery](#application-delivery-1)
1. [Orchestration and Containers](#orchestration-and-containers)
- [Containerization](#containerization-1)
- [CICD Integration](#cicd-integration)
- [Kubernetes](#kubernetes-1)
- [DevOps Integration](#devops-integration)
1. [Platform Engineering](#platform-engineering-1)
- [AI Platform](#ai-platform)
- [GPU Orchestration](#gpu-orchestration)
- [Declarative Configuration](#declarative-configuration)
- [KusionStack](#kusionstack)
- [Developer Self-Service](#developer-self-service)
- [SRE Patterns](#sre-patterns)
- [IDP Tooling](#idp-tooling)
- [Developer Portals](#developer-portals)
1. [Software Engineering](#software-engineering)
- [Professional Development](#professional-development)
- [Core Architectures](#core-architectures)
## Architecture
### Patterns
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!!! info "Architectural Context"
Detailed reference for DevSecOps and Security. Container in the context of Hardened Infrastructure.
## Table of Contents
1. [Application Development](#application-development)
- [Cloud-Native Java](#cloud-native-java)
- [Tanzu Framework](#tanzu-framework)
1. [Container Infrastructure](#container-infrastructure)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [Pipeline Security](#pipeline-security)
1. [DevOps](#devops)
- [CICD Pipeline Security](#cicd-pipeline-security)
- [Harness CD Integration](#harness-cd-integration)
- [Jenkins Integrations](#jenkins-integrations)
- [Observability](#observability)
- [Dashboards](#dashboards)
- [Static Analysis](#static-analysis)
- [Kubernetes Linting](#kubernetes-linting)
- [Kubernetes Validation](#kubernetes-validation)
1. [Infrastructure](#infrastructure)
- [Network Security](#network-security)
- [Ingress Control](#ingress-control)
- [Service Mesh](#service-mesh)
- [Ingress Control](#ingress-control-1)
1. [Kubernetes Security](#kubernetes-security)
- [Cloud Native Security Frameworks](#cloud-native-security-frameworks)
- [Official Standards](#official-standards)
- [Compliance and Governance](#compliance-and-governance)
- [Security Frameworks](#security-frameworks)
- [Security Toolkits and Scanning](#security-toolkits-and-scanning)
- [Open Source Curation](#open-source-curation)
1. [Observability](#observability-1)
- [Logging](#logging)
- [Fluent Bit Engine](#fluent-bit-engine)
1. [Security](#security)
- [API Security](#api-security)
- [Microservices Architecture](#microservices-architecture)
- [Access Control](#access-control)
- [Zero Trust Network Access](#zero-trust-network-access)
- [Access Management](#access-management)
- [Passwordless Authentication](#passwordless-authentication)
- [Application Security](#application-security)
- [Pentesting](#pentesting)
- [Spring Boot Integrations](#spring-boot-integrations)
- [WAF and API Security](#waf-and-api-security)
- [Architecture Patterns](#architecture-patterns)
- [Microservice Security](#microservice-security)
- [CI-CD](#ci-cd)
- [Kubernetes Hardening](#kubernetes-hardening)
- [Cloud Security](#cloud-security)
- [CWPP Frameworks](#cwpp-frameworks)
- [Enterprise Security Platforms](#enterprise-security-platforms)
- [Telemetry and Observability](#telemetry-and-observability)
- [Cloud-Native](#cloud-native)
- [Architecture Fundamentals](#architecture-fundamentals)
- [Zero Trust Architectures](#zero-trust-architectures)
- [Container Security](#container-security)
- [Aqua Security Integration](#aqua-security-integration)
- [DevSecOps](#devsecops)
- [Cryptography](#cryptography)
- [PKI Automation](#pki-automation)
- [DevSecOps](#devsecops-1)
- [Enterprise Infrastructure](#enterprise-infrastructure)
- [Education and Training](#education-and-training)
- [Vulnerable Labs](#vulnerable-labs)
- [GitOps](#gitops)
- [Policy as Code](#policy-as-code)
- [Identity and Access Management](#identity-and-access-management)
- [Authentication Proxy](#authentication-proxy)
- [Core Fundamentals](#core-fundamentals)
- [High Availability](#high-availability)
- [Ingress Integration](#ingress-integration)
- [Microservices Authorization](#microservices-authorization)
- [OIDC Provider](#oidc-provider)
- [Proxy Gateways](#proxy-gateways)
- [SSO Solution](#sso-solution)
- [State Management](#state-management)
- [Tokens](#tokens)
- [Zero Trust Proxy](#zero-trust-proxy)
- [Image Signing](#image-signing)
- [Cryptographic Trust](#cryptographic-trust)
- [Incident Response](#incident-response)
- [Container Forensics](#container-forensics)
- [Kubernetes Security](#kubernetes-security-1)
- [Image Encryption](#image-encryption)
- [Policy as Code](#policy-as-code-1)
- [Self-Hosted Orchestration](#self-hosted-orchestration)
- [Signature Verification](#signature-verification)
- [Microservices Security](#microservices-security)
- [Architecture Patterns](#architecture-patterns-1)
- [Behavior Monitoring](#behavior-monitoring)
- [Mitigation Standards](#mitigation-standards)
- [API Security](#api-security-1)
- [Cloud Native Hardening](#cloud-native-hardening)
- [Kubernetes Hardening](#kubernetes-hardening-1)
- [OWASP Top 10](#owasp-top-10)
- [Network Security](#network-security-1)
- [CNI Data Plane](#cni-data-plane)
- [Web Application Firewall](#web-application-firewall)
- [Runtime Security](#runtime-security)
- [KubeArmor Orchestration](#kubearmor-orchestration)
- [LSM Enforcement](#lsm-enforcement)
- [Threat Detection](#threat-detection)
- [Secret Management](#secret-management)
- [Helm Automation](#helm-automation)
- [Helm Security](#helm-security)
- [Secrets Management](#secrets-management)
- [AWS Secrets Manager](#aws-secrets-manager)
- [CICD Pipelines](#cicd-pipelines)
- [CSI Driver](#csi-driver)
- [CSI Driver Providers](#csi-driver-providers)
- [Centralized Vaults](#centralized-vaults)
- [Cloud Managed Services](#cloud-managed-services)
- [CyberArk Conjur](#cyberark-conjur)
- [GCP Secret Manager](#gcp-secret-manager)
- [GCP Security](#gcp-security)
- [GitOps Encrypted Secrets](#gitops-encrypted-secrets)
- [Kafka Integration](#kafka-integration)
- [Kubernetes Admission Controllers](#kubernetes-admission-controllers)
- [Kubernetes Integration](#kubernetes-integration)
- [Kubernetes Security](#kubernetes-security-2)
- [Kubernetes Sidecar Injection](#kubernetes-sidecar-injection)
- [Risk Mitigation](#risk-mitigation)
- [Serverless Integration](#serverless-integration)
- [Serverless](#serverless)
- [FaaS Hardening](#faas-hardening)
- [Serverless Security](#serverless-security)
- [Knative Security Guard](#knative-security-guard)
- [Software Engineering](#software-engineering)
- [Secure Design Principles](#secure-design-principles)
- [Static Analysis](#static-analysis-1)
- [Infrastructure as Code](#infrastructure-as-code)
- [Supply Chain Security](#supply-chain-security)
- [AWS Integration](#aws-integration)
- [Container Signing](#container-signing)
- [Cryptographic Signatures](#cryptographic-signatures)
- [Keyless Signing](#keyless-signing)
- [Threat Detection](#threat-detection-1)
- [Audit Logs Parsing](#audit-logs-parsing)
- [Container Monitoring Tools](#container-monitoring-tools)
- [Malware Scanning](#malware-scanning)
- [Threat Intelligence](#threat-intelligence)
- [Container Runtime Security](#container-runtime-security)
- [Kubernetes Exploits](#kubernetes-exploits)
- [Kubernetes Exposures](#kubernetes-exposures)
- [Vulnerabilities](#vulnerabilities)
- [CRI-O and Podman Security](#cri-o-and-podman-security)
- [Log4Shell Mitigations](#log4shell-mitigations)
- [Log4j Detection Agent](#log4j-detection-agent)
- [Observability Mitigations](#observability-mitigations)
- [Vulnerability Management](#vulnerability-management)
- [Base Images](#base-images)
- [CICD Pipeline Security](#cicd-pipeline-security-1)
- [CNAPP Platform](#cnapp-platform)
- [Container Scanning](#container-scanning)
- [Kubernetes Hardening](#kubernetes-hardening-2)
1. [Security and Compliance](#security-and-compliance)
- [Container Security](#container-security-1)
- [Runtime Observability](#runtime-observability)
- [Secrets Management](#secrets-management-1)
- [HashiCorp Vault](#hashicorp-vault)
- [Vulnerability Scanning](#vulnerability-scanning)
- [Grype and GitLab](#grype-and-gitlab)
1. [Security and Governance](#security-and-governance)
- [DevSecOps](#devsecops-2)
- [AWS Implementations](#aws-implementations)
- [Automated Pipelines](#automated-pipelines)
- [Commercial CD](#commercial-cd)
- [Enterprise Compliance](#enterprise-compliance)
## Application Development
### Cloud-Native Java
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!!! info "Architectural Context"
Detailed reference for Digital Money in the context of Career & Industry.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Fintech](#fintech)
- [Cryptocurrency](#cryptocurrency)
- [Stablecoins](#stablecoins)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Digital Ocean in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud Native](#cloud-native)
- [Managed Kubernetes](#managed-kubernetes)
- [Scaleway Kapsule](#scaleway-kapsule)
1. [Cloud Providers](#cloud-providers)
- [Alternative Clouds](#alternative-clouds)
- [Visual Deployment](#visual-deployment)
- [PaaS](#paas)
- [DigitalOcean App Platform](#digitalocean-app-platform)
## Cloud Native
### Managed Kubernetes
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!!! info "Architectural Context"
Detailed reference for Docker in the context of The Container Stack.
## Table of Contents
1. [App Development](#app-development)
- [CICD](#cicd)
- [GitHub Actions](#github-actions)
1. [Application Architecture](#application-architecture)
- [Microservices](#microservices)
- [Java Ecosystem](#java-ecosystem)
1. [Application Development](#application-development)
- [Java](#java)
- [Image Building](#image-building)
- [Node.js](#nodejs)
- [Image Building](#image-building-1)
- [Python](#python)
- [Local Environments](#local-environments)
1. [CI-CD](#ci-cd)
- [DevOps Pipelines](#devops-pipelines)
- [Container Delivery](#container-delivery)
1. [Cloud Orchestration](#cloud-orchestration)
- [Multi-Cloud Deployments](#multi-cloud-deployments)
- [Application Architecture](#application-architecture-1)
1. [Containers](#containers)
- [Architectural Patterns](#architectural-patterns)
- [Anti-patterns](#anti-patterns)
- [Build Optimization](#build-optimization)
- [Java](#java-1)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Node.js](#nodejs-1)
- [Python](#python-1)
- [Reference Implementation](#reference-implementation)
- [Rust](#rust)
- [Security and Hardening](#security-and-hardening)
- [Developer Tooling](#developer-tooling)
- [Cloud Emulation](#cloud-emulation)
- [Diagnostics](#diagnostics)
- [Debugging Runtimes](#debugging-runtimes)
- [Docker Basics](#docker-basics)
- [Workshops](#workshops)
- [Production Operations](#production-operations)
- [Infrastructure](#infrastructure)
- [Security and Hardening](#security-and-hardening-1)
- [Node.js](#nodejs-2)
- [Vulnerability Management](#vulnerability-management)
1. [Infrastructure](#infrastructure-1)
- [Docker Compose](#docker-compose)
- [Reference Architectures](#reference-architectures)
- [Kubernetes](#kubernetes)
- [Container Management](#container-management)
- [Local Environments](#local-environments-1)
- [Docker Compose](#docker-compose-1)
1. [Local Developer Environment](#local-developer-environment)
- [Container Runtime Setup](#container-runtime-setup)
- [Docker Compose](#docker-compose-2)
1. [Security](#security)
- [Container Security](#container-security)
- [Dockerfile optimization](#dockerfile-optimization)
- [RunAsUser](#runasuser)
## App Development
### CICD
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!!! info "Architectural Context"
Detailed reference for Document Object Model (DOM) in the context of Developer Ecosystem.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Web Development](#web-development)
- [DOM](#dom)
- [JavaScript](#javascript)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Microsoft .NET in the context of Developer Ecosystem.
## Table of Contents
1. [Application Development](#application-development)
- [.NET Framework](#net-framework)
- [Architectural Guides](#architectural-guides)
- [Event-Driven Microservices](#event-driven-microservices)
- [Microservices Design](#microservices-design)
- [gRPC Communication](#grpc-communication)
1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
- [Container Orchestration](#container-orchestration)
- [Kubernetes](#kubernetes)
1. [Software Architecture and .NET Development](#software-architecture-and-net-development)
- [Application Diagnostics](#application-diagnostics)
- [Environment Validation](#environment-validation)
- [IoC Containers](#ioc-containers)
- [Microservices](#microservices)
- [Resilience Patterns](#resilience-patterns)
- [Web Frameworks](#web-frameworks)
- [Microservices](#microservices-1)
## Application Development
### .NET Framework
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!!! info "Architectural Context"
Detailed reference for Edge Computing in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Architecture](#architecture)
- [Edge Computing](#edge-computing-1)
- [Distributed Systems](#distributed-systems)
1. [Kubernetes Edge](#kubernetes-edge)
- [MicroShift](#microshift)
## Architecture
### Edge Computing (1)
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!!! info "Architectural Context"
Detailed reference for E-learning in the context of Career & Industry.
## Table of Contents
1. [Orchestration](#orchestration)
- [Infrastructure as Code](#infrastructure-as-code)
- [Real-World Architecture](#real-world-architecture)
1. [Professional Development](#professional-development)
- [Higher Education](#higher-education)
- [Software Engineering](#software-engineering)
1. [Software Development](#software-development)
- [Software Architecture](#software-architecture)
- [DDD and Testing](#ddd-and-testing)
## Orchestration
### Infrastructure as Code
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!!! info "Architectural Context"
Detailed reference for Embedded Servlet Containers in SpringBoot: Jetty, Tomcat, Undertow and more in the context of Developer Ecosystem.
## Table of Contents
1. [Platform Engineering](#platform-engineering)
- [Application Servers](#application-servers)
- [Web Servers](#web-servers)
## Platform Engineering
### Application Servers
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!!! info "Architectural Context"
Detailed reference for Microservices FAQ in the context of Architectural Foundations.
## Table of Contents
1. [Architecture](#architecture)
- [Microservices](#microservices)
- [Caching](#caching)
- [Decision Frameworks](#decision-frameworks)
- [History](#history)
- [Resiliency Patterns](#resiliency-patterns)
1. [Microservices Architecture](#microservices-architecture)
- [Dependency Management](#dependency-management)
- [Patterns](#patterns)
- [Fundamentals](#fundamentals)
- [Best Practices](#best-practices)
- [Comparisons](#comparisons)
- [Roadmap](#roadmap)
- [UI and Frontend](#ui-and-frontend)
- [Patterns](#patterns-1)
- [Service Discovery](#service-discovery)
1. [Migration](#migration)
- [Containerization](#containerization)
- [Case Study](#case-study)
## Architecture
### Microservices
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!!! info "Architectural Context"
Detailed reference for Cloud FinOps. Collaborative, Real-Time Cloud Financial Management (CFM) in the context of Career & Industry.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [FinOps and Cloud Cost](#finops-and-cloud-cost)
- [AWS Optimization](#aws-optimization)
- [Data Transfer](#data-transfer)
- [EKS Cost Reduction](#eks-cost-reduction)
- [EKS Log Optimization](#eks-log-optimization)
- [Policy Engines](#policy-engines)
- [SMB Frameworks](#smb-frameworks)
- [Azure Optimization](#azure-optimization)
- [CLI Tools](#cli-tools)
- [Cost Estimation](#cost-estimation)
- [Dashboards](#dashboards)
- [Governance](#governance)
- [Pricing Frameworks](#pricing-frameworks)
- [Reference Guides](#reference-guides)
- [Savings Potential](#savings-potential)
- [IaC FinOps](#iac-finops)
- [AI Optimization](#ai-optimization)
- [AWS CDK Bots](#aws-cdk-bots)
- [Kubernetes FinOps](#kubernetes-finops)
- [AKS Cost Allocation](#aks-cost-allocation)
- [Actionable Frameworks](#actionable-frameworks)
- [Automated Optimization](#automated-optimization)
- [Cost Management](#cost-management)
- [Cost Platforms](#cost-platforms)
- [Foundational Concepts](#foundational-concepts)
- [Observability Integrations](#observability-integrations)
- [ROI Analysis](#roi-analysis)
- [Tooling](#tooling)
- [Market Trends](#market-trends)
- [Macroeconomics](#macroeconomics)
- [SaaS FinOps](#saas-finops)
- [License Management](#license-management)
- [Strategy and Governance](#strategy-and-governance)
- [FinOps Pitfalls](#finops-pitfalls)
- [FinOps vs Cost Management](#finops-vs-cost-management)
1. [Financial Operations](#financial-operations)
- [FinOps](#finops)
- [Best Practices](#best-practices)
- [Case Studies](#case-studies)
- [Frameworks](#frameworks)
- [Kubernetes Costs](#kubernetes-costs)
- [Market Landscapes](#market-landscapes)
- [Methodologies](#methodologies)
- [Metrics](#metrics)
- [Roles and Responsibilities](#roles-and-responsibilities)
- [Standards](#standards)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Flux. The GitOps operator for Kubernetes in the context of Engineering Pipeline.
## Table of Contents
1. [Networking and Security](#networking-and-security)
- [Service Mesh and Gateway](#service-mesh-and-gateway)
- [Envoy](#envoy)
1. [Platform Engineering](#platform-engineering)
- [GitOps and Deployment](#gitops-and-deployment)
- [Flux Ecosystem](#flux-ecosystem)
1. [Storage and Databases](#storage-and-databases)
- [Cloud-Native Storage](#cloud-native-storage)
- [Stateful GitOps](#stateful-gitops)
## Networking and Security
### Service Mesh and Gateway
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!!! info "Architectural Context"
Detailed reference for Freelancing in the context of Career & Industry.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Business and Careers](#business-and-careers)
- [Freelance Platforms](#freelance-platforms)
- [Sourcing](#sourcing)
1. [Careers](#careers)
- [Freelancing](#freelancing-1)
- [Career Paths](#career-paths)
- [Cooperatives](#cooperatives)
- [Europe Market](#europe-market)
- [Financial Calculators](#financial-calculators)
- [Financial Strategy](#financial-strategy)
- [Market Overview](#market-overview)
- [On-Demand Mentoring](#on-demand-mentoring)
- [Remote Contracting](#remote-contracting)
- [Spanish Market](#spanish-market)
- [Spanish Regulations](#spanish-regulations)
- [Talent Marketplaces](#talent-marketplaces)
1. [Remote Work and Career](#remote-work-and-career)
- [Contractor Operations](#contractor-operations)
- [SaaS Administration](#saas-administration)
- [Legal Compliance](#legal-compliance)
- [Spanish Contracting](#spanish-contracting)
- [Spanish Freelancing](#spanish-freelancing)
- [Spanish Taxation](#spanish-taxation)
- [UK Contracting](#uk-contracting)
- [Talent Platforms](#talent-platforms)
- [AI-Backed Sourcing](#ai-backed-sourcing)
- [Bespoke Engineering Teams](#bespoke-engineering-teams)
- [Contractor Compliance](#contractor-compliance)
- [E-commerce Freelancing](#e-commerce-freelancing)
- [Freelance Consulting](#freelance-consulting)
- [Global Sourcing](#global-sourcing)
- [Mentorship Networks](#mentorship-networks)
- [Nearshore Outsourcing](#nearshore-outsourcing)
- [On-Demand Delivery](#on-demand-delivery)
- [Staff Augmentation](#staff-augmentation)
- [Web Development Networks](#web-development-networks)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Git and Patterns for Managing Source Code Branches. Merge BOTs in the context of Architectural Foundations.
## Table of Contents
1. [CICD Pipeline](#cicd-pipeline)
- [Kubernetes and Containers](#kubernetes-and-containers)
- [Continuous Deployment](#continuous-deployment)
- [Self-Hosted Infrastructure](#self-hosted-infrastructure)
- [Testing Infrastructure](#testing-infrastructure)
- [Cloud Native Automation](#cloud-native-automation)
1. [Cloud Native](#cloud-native)
- [GitOps](#gitops)
- [GitLab Kubernetes Agent](#gitlab-kubernetes-agent)
- [GitLab Operator](#gitlab-operator)
1. [DevOps](#devops)
- [Continuous Delivery](#continuous-delivery)
- [GitOps](#gitops-1)
- [Version Control](#version-control)
- [Kubernetes Deployments](#kubernetes-deployments)
1. [Security and Compliance](#security-and-compliance)
- [Supply Chain Security](#supply-chain-security)
- [Container Security](#container-security)
1. [Software Engineering](#software-engineering)
- [CICD Platforms](#cicd-platforms)
- [GitLab CI Optimization](#gitlab-ci-optimization)
- [Collaborative Platforms](#collaborative-platforms)
- [Kubernetes Integration](#kubernetes-integration)
- [Software Delivery](#software-delivery)
- [Code Review Protocols](#code-review-protocols)
- [Version Control](#version-control-1)
- [Automation Bots](#automation-bots)
- [GitLab Automation](#gitlab-automation)
## CICD Pipeline
### Kubernetes and Containers
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!!! info "Architectural Context"
Detailed reference for GitOps in the context of Engineering Pipeline.
## Table of Contents
1. [API Management](#api-management)
- [GitOps](#gitops-1)
- [Declarative APIs](#declarative-apis)
1. [Application Delivery](#application-delivery)
- [Continuous Deployment](#continuous-deployment)
- [GitOps](#gitops-2)
- [Business Value](#business-value)
- [DevOps Culture](#devops-culture)
- [Ecosystem](#ecosystem)
- [Foundations](#foundations)
- [Implementation](#implementation)
- [Source Code](#source-code)
- [Standards](#standards)
- [Infrastructure as Code](#infrastructure-as-code)
- [Patterns](#patterns)
1. [CICD](#cicd)
- [GitOps](#gitops-3)
- [Deployment Strategies](#deployment-strategies)
- [FluxCD](#fluxcd)
- [Kustomize Manifests](#kustomize-manifests)
1. [Continuous Delivery](#continuous-delivery)
- [GitOps](#gitops-4)
- [Kubernetes Native](#kubernetes-native)
- [Telco and Edge](#telco-and-edge)
- [Testing Environments](#testing-environments)
- [Progressive Delivery](#progressive-delivery)
- [GitOps Integration](#gitops-integration)
1. [GitOps](#gitops-5)
- [Methodology](#methodology)
- [Developer Platforms](#developer-platforms)
1. [Networking](#networking)
- [Ingress and Gateway](#ingress-and-gateway)
- [Automation](#automation)
- [Service Mesh](#service-mesh)
- [eBPF vs Proxy](#ebpf-vs-proxy)
1. [Platform Architecture](#platform-architecture)
- [GitOps](#gitops-6)
- [Modern Pipelines](#modern-pipelines)
1. [Platform Engineering](#platform-engineering)
- [GitOps and Deployment](#gitops-and-deployment)
- [Flux Ecosystem](#flux-ecosystem)
- [Multi-Cluster Routing](#multi-cluster-routing)
- [Fleet Orchestration](#fleet-orchestration)
## API Management
### GitOps (1)
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!!! info "Architectural Context"
Detailed reference for Golang - Go in the context of Developer Ecosystem.
## Table of Contents
1. [Architecture](#architecture)
- [Microservices](#microservices)
- [Design Patterns](#design-patterns)
- [Go Frameworks](#go-frameworks)
1. [Business Applications](#business-applications)
- [Go Web Apps](#go-web-apps)
- [Email Analytics](#email-analytics)
1. [Cloud Native](#cloud-native)
- [Containers](#containers)
- [Dockerizing Go](#dockerizing-go)
- [Microservice Runtimes](#microservice-runtimes)
- [Dapr](#dapr)
- [Web Frameworks](#web-frameworks)
- [Request Binding](#request-binding)
1. [Cloud Native Languages](#cloud-native-languages)
- [Go](#go)
- [API Design](#api-design)
- [Kubernetes Integration](#kubernetes-integration)
- [Microservices Frameworks](#microservices-frameworks)
- [Performance Tuning](#performance-tuning)
- [Storage Integration](#storage-integration)
1. [Programming Languages](#programming-languages)
- [Go](#go-1)
- [Project Scaffolding](#project-scaffolding)
- [Resources](#resources)
1. [Public Cloud](#public-cloud)
- [Google Cloud](#google-cloud)
- [Go Samples](#go-samples)
1. [Software Engineering](#software-engineering)
- [Web Development](#web-development)
- [NodeJS](#nodejs)
## Architecture
### Microservices
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!!! info "Architectural Context"
Detailed reference for Grafana in the context of Architectural Foundations.
## Table of Contents
1. [Kubernetes and Cloud Native](#kubernetes-and-cloud-native)
- [CICD](#cicd)
- [Continuous Deployment](#continuous-deployment)
1. [Observability](#observability)
- [Log Management](#log-management)
- [Deployment Guides](#deployment-guides)
- [Grafana Loki](#grafana-loki)
1. [Observability and Delivery](#observability-and-delivery)
- [Kubernetes Observability](#kubernetes-observability)
- [Grafana Cloud](#grafana-cloud)
- [Synthetic Monitoring](#synthetic-monitoring)
- [Grafana Alerting](#grafana-alerting)
1. [Observability and Monitoring](#observability-and-monitoring)
- [Data Collection](#data-collection)
- [Telemetry Agents](#telemetry-agents)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Core Infrastructure Dashboards](#core-infrastructure-dashboards)
- [Grafana Ecosystem](#grafana-ecosystem)
- [Virtualization Monitoring](#virtualization-monitoring)
- [Log Management](#log-management-1)
- [Kubernetes Logging](#kubernetes-logging)
- [Log Aggregation](#log-aggregation)
- [Metrics Storage](#metrics-storage)
- [Scalable TSDB](#scalable-tsdb)
## Kubernetes and Cloud Native
### CICD
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!!! info "Architectural Context"
Detailed reference for Helm Kubernetes Tool in the context of Architectural Foundations.
## Table of Contents
1. [Cloud Native](#cloud-native)
- [Application Delivery](#application-delivery)
- [Design Patterns](#design-patterns)
- [Library Charts](#library-charts)
- [Umbrella Charts](#umbrella-charts)
- [Operators](#operators)
- [Helm Integration](#helm-integration)
- [Package Management](#package-management)
- [Helm Hooks](#helm-hooks)
- [Introductory](#introductory)
- [Cloud Platforms](#cloud-platforms)
- [Azure AKS](#azure-aks)
- [Helm Integration](#helm-integration-1)
- [Continuous Delivery](#continuous-delivery)
- [GitOps](#gitops)
- [HashiCorp Waypoint](#hashicorp-waypoint)
- [Helm Integration](#helm-integration-2)
- [Red Hat OpenShift](#red-hat-openshift)
- [Helm Integration](#helm-integration-3)
- [Continuous Integration](#continuous-integration)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [Jenkins](#jenkins)
- [Enterprise Platforms](#enterprise-platforms)
- [Red Hat OpenShift](#red-hat-openshift-1)
- [Microservices](#microservices)
- [Infrastructure](#infrastructure)
- [Cost Optimization](#cost-optimization)
- [Temporary Environments](#temporary-environments)
- [Observability](#observability)
- [Prometheus Integration](#prometheus-integration)
- [Metrics](#metrics)
- [Reliability](#reliability)
- [Post-Mortems](#post-mortems)
- [Deployment Failures](#deployment-failures)
- [Security](#security)
- [Vulnerabilities](#vulnerabilities)
- [Argo CD Security](#argo-cd-security)
1. [Platform Engineering](#platform-engineering)
- [Kubernetes GitOps and Packaging](#kubernetes-gitops-and-packaging)
- [DevOps Pipelines](#devops-pipelines)
- [Java Microservices](#java-microservices)
- [Legacy Charts](#legacy-charts)
## Cloud Native
### Application Delivery
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!!! info "Architectural Context"
Detailed reference for Human Resources in the context of Career & Industry.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Organizations](#organizations)
- [Financial Risk](#financial-risk)
- [Startups](#startups)
- [Remote Work](#remote-work)
- [Company Handbooks](#company-handbooks)
- [Work Culture](#work-culture)
- [Startups](#startups-1)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Infrastructure Provisioning. Infra Management Tools. IaC Infrastructure as Code in the context of Hardened Infrastructure.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Infrastructure as Code](#infrastructure-as-code)
- [Compliance Auditing](#compliance-auditing)
- [History and Insights](#history-and-insights)
- [Migration Strategies](#migration-strategies)
- [Schema Generation](#schema-generation)
- [Terraform Practices](#terraform-practices)
- [Kubernetes and Operators](#kubernetes-and-operators)
- [GCP Resources](#gcp-resources)
1. [Cloud Management](#cloud-management)
- [FinOps](#finops)
- [Optimization](#optimization)
1. [DevOps](#devops)
- [GitOps](#gitops)
- [Automation](#automation)
- [Infrastructure as Code](#infrastructure-as-code-1)
- [AI Assisted](#ai-assisted)
- [AI Integration](#ai-integration)
- [Terraform](#terraform)
- [Architecture](#architecture)
- [Best Practices](#best-practices)
- [CICD Platforms](#cicd-platforms)
- [Culture](#culture)
- [Fundamentals](#fundamentals)
- [Lifecycle Management](#lifecycle-management)
- [Local Environments](#local-environments)
- [Organizational](#organizational)
- [Provisioning Paradigms](#provisioning-paradigms)
- [Pulumi](#pulumi)
- [Security](#security)
- [Strategy](#strategy)
- [Terminology](#terminology)
- [Terraform](#terraform-1)
- [Secrets](#secrets)
- [Tool Comparison](#tool-comparison)
- [Tooling](#tooling)
- [Training](#training)
- [Workflows](#workflows)
1. [DevOps and CICD](#devops-and-cicd)
- [CICD Automation](#cicd-automation)
- [Terraform Release Management](#terraform-release-management)
- [Infrastructure as Code](#infrastructure-as-code-2)
- [AI Code Generation](#ai-code-generation)
- [Security Scanning](#security-scanning)
- [Roadmaps](#roadmaps)
- [Career Path](#career-path)
1. [DevOps Automation and Modern Systems Engineering](#devops-automation-and-modern-systems-engineering)
- [Infrastructure-as-Code](#infrastructure-as-code)
- [Platform Engineering](#platform-engineering)
1. [Infrastructure](#infrastructure)
- [Sysadmin](#sysadmin)
- [Resources](#resources)
1. [Infrastructure as Code](#infrastructure-as-code-3)
- [Architecture](#architecture-1)
- [Diagrams](#diagrams)
- [Terraform Providers](#terraform-providers)
- [Azure IPAM](#azure-ipam)
- [Verification and AI](#verification-and-ai)
- [Copilot Verification](#copilot-verification)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for IBM in the context of Cloud Providers (Hyperscalers).
## Table of Contents
1. [Cloud-Native Java](#cloud-native-java)
- [Runtimes](#runtimes)
- [Open Liberty](#open-liberty)
- [Source Code](#source-code)
- [WebSphere](#websphere)
- [Docker](#docker)
1. [Enterprise Integration](#enterprise-integration)
- [Microservices](#microservices)
- [GraphQL and Open Liberty](#graphql-and-open-liberty)
- [Multi-Cluster Management](#multi-cluster-management)
- [IBM Cloud Pak SDK](#ibm-cloud-pak-sdk)
## Cloud-Native Java
### Runtimes
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!!! info "Architectural Context"
Detailed reference for Interview Questions in the context of Career & Industry.
## Table of Contents
1. [Architecture](#architecture)
- [System Design](#system-design)
- [Scalability](#scalability)
1. [Career and Interview Preparation](#career-and-interview-preparation)
- [Interview Prep](#interview-prep)
- [API and Automation Testing](#api-and-automation-testing)
- [Microservices Design](#microservices-design)
1. [Data Engineering](#data-engineering)
- [Event Streaming](#event-streaming)
- [Apache Kafka](#apache-kafka)
1. [DevOps](#devops)
- [Container Orchestration](#container-orchestration)
- [Kubernetes](#kubernetes)
## Architecture
### System Design
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!!! info "Architectural Context"
Detailed reference for Introduction. Microservice Architecture. From Java EE To Cloud Native. Openshift VS Kubernetes in the context of Architectural Foundations.
## Table of Contents
1. [Application Modernization](#application-modernization)
- [Monolith to Microservices](#monolith-to-microservices)
- [Automated Refactoring](#automated-refactoring)
- [Case Studies](#case-studies)
- [Guides](#guides)
1. [Architecture](#architecture)
- [APIs](#apis)
- [Protocols](#protocols)
- [Best Practices](#best-practices)
- [EDA](#eda)
- [Data Management](#data-management)
- [Patterns](#patterns)
- [Microservices](#microservices)
- [Fundamentals](#fundamentals)
- [Patterns](#patterns-1)
- [EDA](#eda-1)
- [Evolution](#evolution)
- [Twelve-Factor App](#twelve-factor-app)
- [SaaS](#saas)
- [Multi-Tenancy](#multi-tenancy)
- [Technical Debt](#technical-debt)
- [Microservices](#microservices-1)
- [Orchestration](#orchestration)
- [Web Applications](#web-applications)
- [Enterprise Patterns](#enterprise-patterns)
1. [Architecture Patterns](#architecture-patterns)
- [Microservices](#microservices-2)
- [Cloud-Native Infrastructure](#cloud-native-infrastructure)
1. [Cloud Architecture](#cloud-architecture)
- [Cloud-Native](#cloud-native)
- [Design Patterns](#design-patterns)
- [Modernization](#modernization)
- [Reactive Systems](#reactive-systems)
1. [Cloud Architecture and Infrastructure Strategy](#cloud-architecture-and-infrastructure-strategy)
- [Modern Architectural Paradigms](#modern-architectural-paradigms)
- [MACH Architecture](#mach-architecture)
1. [Cloud Infrastructure](#cloud-infrastructure)
- [Kubernetes](#kubernetes)
- [Container Patterns](#container-patterns)
1. [Cloud Native Architecture](#cloud-native-architecture)
- [Containerization](#containerization)
- [Kubernetes](#kubernetes-1)
- [Design Patterns](#design-patterns-1)
- [Operators and Sidecars](#operators-and-sidecars)
- [GitOps](#gitops)
- [Cloud Native Strategy](#cloud-native-strategy)
- [Microservices](#microservices-3)
- [Enterprise Solutions](#enterprise-solutions)
1. [DevOps and CICD](#devops-and-cicd)
- [Microservices](#microservices-4)
- [Tooling Ecosystem](#tooling-ecosystem)
1. [Frontend Architecture](#frontend-architecture)
- [Design Patterns](#design-patterns-2)
- [BFF](#bff)
- [Microfrontends](#microfrontends)
- [AWS Serverless](#aws-serverless)
- [Introduction](#introduction)
1. [Microservices](#microservices-5)
- [Anti-Patterns](#anti-patterns)
- [Failure Modes](#failure-modes)
- [Lessons Learned](#lessons-learned)
- [Data Management](#data-management-1)
- [Event-Driven Architecture](#event-driven-architecture)
- [Design Patterns](#design-patterns-3)
- [Best Practices](#best-practices-1)
- [Catalog](#catalog)
- [DotNet](#dotnet)
- [Event-Driven](#event-driven)
- [Reference Architecture](#reference-architecture)
- [Design Principles](#design-principles)
- [Core Principles](#core-principles)
- [Evaluation](#evaluation)
- [Frameworks](#frameworks)
- [Ecosystem](#ecosystem)
- [Implementation](#implementation)
- [CQRS](#cqrs)
- [Modernization](#modernization-1)
- [Automated Migration](#automated-migration)
- [CDC Patterns](#cdc-patterns)
- [Monolith Migration](#monolith-migration)
- [Observability](#observability)
- [Namespaces](#namespaces)
- [Orchestration](#orchestration-1)
- [Best Practices](#best-practices-2)
1. [Microservices and Distributed Systems](#microservices-and-distributed-systems)
- [Architecture Evolution](#architecture-evolution)
- [Abstractions and Frameworks](#abstractions-and-frameworks)
- [Curated Reference](#curated-reference)
- [Architecture Patterns](#architecture-patterns-1)
- [Anti-Patterns](#anti-patterns-1)
- [Best Practices](#best-practices-3)
- [Component Design](#component-design)
- [Decision Matrix](#decision-matrix)
- [Fundamentals](#fundamentals-1)
- [Deployment Models](#deployment-models)
- [Orchestration Options](#orchestration-options)
- [Software Engineering Principles](#software-engineering-principles)
- [Developer Workflow](#developer-workflow)
- [Testing and Reliability](#testing-and-reliability)
- [Fault Tolerance](#fault-tolerance)
1. [Orchestration](#orchestration-2)
- [Kubernetes](#kubernetes-2)
- [Dependency Isolation](#dependency-isolation)
- [Microservices](#microservices-6)
- [Paradigms](#paradigms)
- [Prerequisites](#prerequisites)
- [Processes](#processes)
- [Twelve-Factor App](#twelve-factor-app-1)
- [Workloads](#workloads)
1. [Platform Engineering](#platform-engineering)
- [Reference Architectures](#reference-architectures)
- [GCP](#gcp)
- [Service Catalogs](#service-catalogs)
- [Microservices Governance](#microservices-governance)
1. [Reliability Engineering](#reliability-engineering)
- [Resilience Patterns](#resilience-patterns)
- [Infrastructure Stability](#infrastructure-stability)
1. [Software Architecture](#software-architecture)
- [Application Modernization](#application-modernization-1)
- [Legacy Migration](#legacy-migration)
- [Event-Driven Systems](#event-driven-systems)
- [Asynchronous Messaging](#asynchronous-messaging)
- [Microservices](#microservices-7)
- [Decomposition Patterns](#decomposition-patterns)
- [Design Patterns](#design-patterns-4)
- [Distributed Transactions](#distributed-transactions)
- [Maturity Models](#maturity-models)
- [Technology Selection](#technology-selection)
- [Value Proposition](#value-proposition)
- [Modernization](#modernization-2)
- [Strangler Pattern](#strangler-pattern)
1. [Software Engineering](#software-engineering)
- [Architecture Patterns](#architecture-patterns-2)
- [Microservices](#microservices-8)
- [Web Development](#web-development)
- [NodeJS](#nodejs)
## Vision 2026
!!! quote "The Evolution of Autonomy"
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!!! info "Architectural Context"
Detailed reference for Istio - Service Mesh in the context of Networking & Service Mesh.
## Table of Contents
1. [Cloud Native](#cloud-native)
- [Service Mesh](#service-mesh)
- [Istio Examples](#istio-examples)
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Data Plane](#data-plane)
- [API Gateway](#api-gateway)
- [Installation](#installation)
- [Multi-Cluster](#multi-cluster)
- [Automation](#automation)
- [Service Mesh](#service-mesh-1)
- [Traffic Management](#traffic-management)
- [Service Mesh](#service-mesh-2)
- [API Gateway](#api-gateway-1)
- [AWS](#aws)
- [Architecture](#architecture)
- [EKS](#eks)
- [Fundamentals](#fundamentals)
- [Industry Analysis](#industry-analysis)
- [Internals](#internals)
- [OpenShift](#openshift)
- [Operations](#operations)
- [Performance](#performance)
- [Release Notes](#release-notes)
- [Resilience](#resilience)
- [Security](#security)
- [Traffic Management](#traffic-management-1)
- [Tutorials](#tutorials)
- [gRPC](#grpc)
1. [Continuous Delivery](#continuous-delivery)
- [GitOps](#gitops)
- [Progressive Delivery](#progressive-delivery)
1. [Observability](#observability)
- [Continuous Profiling](#continuous-profiling)
- [Diagnostics](#diagnostics)
- [Distributed Tracing](#distributed-tracing)
- [Deployment](#deployment)
- [Jaeger](#jaeger)
- [OpenTelemetry](#opentelemetry)
- [Service Mesh](#service-mesh-3)
- [Troubleshooting](#troubleshooting)
- [Visualization](#visualization)
1. [Service Mesh](#service-mesh-4)
- [Architecture](#architecture-1)
- [Case Study](#case-study)
- [Evolution](#evolution)
- [Microservices Design](#microservices-design)
- [Strategic Planning](#strategic-planning)
- [Microservices Design](#microservices-design-1)
- [Architecture](#architecture-2)
- [Networking](#networking)
- [API Gateway](#api-gateway-2)
- [Education](#education)
- [Hybrid Infrastructure](#hybrid-infrastructure)
- [Traffic Management](#traffic-management-2)
- [Troubleshooting](#troubleshooting-1)
- [Observability](#observability-1)
- [Monitoring](#monitoring)
- [Red Hat OpenShift](#red-hat-openshift)
- [Enterprise Platforms](#enterprise-platforms)
- [Observability](#observability-2)
- [Traffic Management](#traffic-management-3)
- [Rate Limiting](#rate-limiting)
- [Training](#training)
- [Education](#education-1)
## Cloud Native
### Service Mesh
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!!! info "Architectural Context"
Detailed reference for Java and Memory Management in the context of Developer Ecosystem.
## Table of Contents
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Kubernetes](#kubernetes)
- [Containerized JVM Tuning](#containerized-jvm-tuning)
- [JVM Container Optimization](#jvm-container-optimization)
1. [Infrastructure](#infrastructure)
- [Container Orchestration](#container-orchestration)
- [Observability](#observability)
- [Networking](#networking)
- [Development Tools](#development-tools)
1. [JVM Architecture](#jvm-architecture)
- [Ahead-of-Time Compilation](#ahead-of-time-compilation)
- [Diagnostics](#diagnostics)
1. [Observability](#observability-1)
- [Application Monitoring](#application-monitoring)
- [Java Diagnostics](#java-diagnostics)
- [Application Performance Monitoring](#application-performance-monitoring)
- [Spring Boot](#spring-boot)
1. [Software Development](#software-development)
- [Caching Strategy](#caching-strategy)
- [Performance Optimization](#performance-optimization)
1. [Software Engineering](#software-engineering)
- [Java Virtual Machine](#java-virtual-machine)
- [Diagnostics and Troubleshooting](#diagnostics-and-troubleshooting)
- [Performance Optimization](#performance-optimization-1)
## Cloud Native Infrastructure
### Kubernetes
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!!! info "Architectural Context"
Detailed reference for Server Vendors Providing Java EE/Jakarta EE and MicroProfile Runtimes in the context of Developer Ecosystem.
## Table of Contents
1. [Cloud-Native Java](#cloud-native-java)
- [Runtimes](#runtimes)
- [JBoss EAP](#jboss-eap)
- [MicroProfile](#microprofile)
- [Payara Micro](#payara-micro)
- [Docker](#docker)
- [Payara Server](#payara-server)
- [Docker](#docker-1)
- [WildFly](#wildfly)
- [Developer Workflow](#developer-workflow)
1. [Enterprise Java](#enterprise-java)
- [Runtimes](#runtimes-1)
- [Apache TomEE](#apache-tomee)
- [KumuluzEE](#kumuluzee)
- [Payara Server](#payara-server-1)
## Cloud-Native Java
### Runtimes
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!!! info "Architectural Context"
Detailed reference for Java and Java Programming Models. Open Source Microservices Frameworks in the context of Developer Ecosystem.
## Table of Contents
1. [Cloud Native](#cloud-native)
- [Containers](#containers)
- [Evolution](#evolution)
1. [Cloud Native Architecture](#cloud-native-architecture)
- [Microservices Migration](#microservices-migration)
- [Case Study](#case-study)
1. [Cloud-Native Platforms](#cloud-native-platforms)
- [Java Microservices](#java-microservices)
- [API Security](#api-security)
- [Frameworks](#frameworks)
1. [Enterprise Java](#enterprise-java)
- [Cloud Migration](#cloud-migration)
- [Modernization](#modernization)
- [Namespace Migration](#namespace-migration)
- [Framework Selection](#framework-selection)
- [Developer Education](#developer-education)
- [Market Analysis](#market-analysis)
- [JBoss EAP](#jboss-eap)
- [Development Environment](#development-environment)
- [MicroProfile](#microprofile)
- [Framework Standard](#framework-standard)
- [Industry Trends](#industry-trends)
- [Specification](#specification)
- [Quarkus](#quarkus)
- [Spring Compatibility](#spring-compatibility)
- [Runtimes](#runtimes)
- [WildFly Swarm](#wildfly-swarm)
1. [Event-Driven Architecture](#event-driven-architecture)
- [Distributed Transactions](#distributed-transactions)
- [Saga Pattern](#saga-pattern)
- [Kafka Integration](#kafka-integration)
- [Microservices](#microservices)
- [Spring Kafka](#spring-kafka)
1. [Java Cloud Native](#java-cloud-native)
- [Quarkus](#quarkus-1)
- [Core Runtime](#core-runtime)
- [Migration](#migration)
- [Spring Boot](#spring-boot)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Microservices Architecture](#microservices-architecture)
- [Microservices Security](#microservices-security)
- [Spring Cloud](#spring-cloud)
- [API Gateway](#api-gateway)
- [Configuration Management](#configuration-management)
- [Core Framework](#core-framework)
- [Kubernetes Integration](#kubernetes-integration)
- [Secrets Management](#secrets-management)
1. [Java Platform](#java-platform)
- [Concurrency](#concurrency)
- [Project Loom](#project-loom)
1. [Kubernetes and Cloud Native](#kubernetes-and-cloud-native)
- [Microservices](#microservices-1)
- [Best Practices](#best-practices)
- [Observability](#observability)
- [Logging](#logging)
- [Scaling](#scaling)
- [Autoscaling](#autoscaling)
- [Service Mesh](#service-mesh)
- [Istio Integration](#istio-integration)
1. [Modern Java](#modern-java)
- [Automation](#automation)
- [Business Rules](#business-rules)
- [Frameworks](#frameworks-1)
- [Database Access](#database-access)
- [Kubernetes Integration](#kubernetes-integration-1)
- [Logging](#logging-1)
- [MicroProfile](#microprofile-1)
- [Migrations](#migrations)
- [Quarkus](#quarkus-2)
- [Quarkus vs Spring](#quarkus-vs-spring)
- [Reactive Programming](#reactive-programming)
- [Spring Cloud](#spring-cloud-1)
- [Performance](#performance)
- [Benchmarking](#benchmarking)
- [Concurrency](#concurrency-1)
- [Testing](#testing)
1. [Software Development](#software-development)
- [Business Automation](#business-automation)
- [Rule Engines](#rule-engines)
- [Cloud Native Java](#cloud-native-java)
- [Containerization](#containerization)
- [Kubernetes Deployment](#kubernetes-deployment-1)
- [Modernization](#modernization-1)
- [JVM Internals](#jvm-internals)
- [Garbage Collection](#garbage-collection)
- [Microservices Design](#microservices-design)
- [Interview Prep](#interview-prep)
- [Java Microservices](#java-microservices-1)
- [Spring Framework](#spring-framework)
- [Annotations](#annotations)
1. [Spring Ecosystem](#spring-ecosystem)
- [Application Framework](#application-framework)
- [Release Analysis](#release-analysis)
- [Core Platform](#core-platform)
- [Developer Education](#developer-education-1)
- [Modernization](#modernization-2)
- [Optimization](#optimization)
- [GraalVM](#graalvm)
- [Native Image](#native-image)
- [Interoperability](#interoperability)
- [MicroProfile](#microprofile-2)
- [Microservices](#microservices-2)
- [Application Framework](#application-framework-1)
- [Observability](#observability-1)
- [Administration UI](#administration-ui)
- [Packaging](#packaging)
- [Deployment Formats](#deployment-formats)
- [Platform](#platform)
- [Core Framework](#core-framework-1)
- [Web Layer](#web-layer)
- [MVC](#mvc)
## Cloud Native
### Containers
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!!! info "Architectural Context"
Detailed reference for JavaScript in the context of Developer Ecosystem.
## Table of Contents
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Containerization](#containerization)
- [Node.js Deployment](#nodejs-deployment)
1. [Frontend Development](#frontend-development)
- [Real-Time Communication](#real-time-communication)
- [Notifications](#notifications)
1. [Protocols and API Design](#protocols-and-api-design)
- [REST APIs](#rest-apis)
- [Rapid Prototyping](#rapid-prototyping)
## Cloud Native Infrastructure
### Containerization
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!!! info "Architectural Context"
Detailed reference for Jenkins Alternatives for Continuous Integration and Continuous Deployment in the context of Engineering Pipeline.
## Table of Contents
1. [Cloud Infrastructure](#cloud-infrastructure)
- [AWS Ecosystem](#aws-ecosystem)
- [Cloud Services](#cloud-services)
1. [Deployment and Delivery](#deployment-and-delivery)
- [CICD Engines](#cicd-engines)
- [Local Execution](#local-execution)
- [CICD Orchestration](#cicd-orchestration)
- [Deployment Strategies](#deployment-strategies)
- [CICD Platforms](#cicd-platforms)
- [Cloud-Native CI](#cloud-native-ci)
- [Custom Platforms](#custom-platforms)
- [Kubernetes-Native CI](#kubernetes-native-ci)
- [Pipeline Observability](#pipeline-observability)
- [Pipeline Optimization](#pipeline-optimization)
- [Continuous Deployment](#continuous-deployment)
- [Declarative Pipelines](#declarative-pipelines)
- [Infrastructure as Code](#infrastructure-as-code)
- [Multi-Cloud Continuous Delivery](#multi-cloud-continuous-delivery)
- [Spinnaker Architectures](#spinnaker-architectures)
1. [DevSecOps](#devsecops)
- [CICD Pipelines](#cicd-pipelines)
- [Tekton Pipelines](#tekton-pipelines)
1. [Enterprise Platforms](#enterprise-platforms)
- [Red Hat OpenShift](#red-hat-openshift)
- [Container Images](#container-images)
- [Serverless CICD](#serverless-cicd)
1. [Infrastructure](#infrastructure)
- [CI-CD](#ci-cd)
- [Kubernetes-Native CI](#kubernetes-native-ci-1)
1. [Kubernetes and Container Orchestration](#kubernetes-and-container-orchestration)
- [Platform Engineering](#platform-engineering)
- [AppOps and GitOps](#appops-and-gitops)
1. [Software Delivery](#software-delivery)
- [Artifact Management](#artifact-management)
- [Enterprise DevOps](#enterprise-devops)
- [Automated Testing](#automated-testing)
- [Database Integration](#database-integration)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [Advanced Configurations](#advanced-configurations)
- [Declarative Architectures](#declarative-architectures)
- [CI-CD Platforms](#ci-cd-platforms)
- [Container-Native CI](#container-native-ci)
- [Dynamic Execution](#dynamic-execution)
- [Enterprise Continuous Delivery](#enterprise-continuous-delivery)
- [Continuous Deployment](#continuous-deployment-1)
- [Concourse Integration](#concourse-integration)
- [GitOps](#gitops)
- [ArgoCD Enterprise](#argocd-enterprise)
## Cloud Infrastructure
### AWS Ecosystem
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!!! info "Architectural Context"
Detailed reference for Jenkins and CloudBees in the context of Engineering Pipeline.
## Table of Contents
1. [CICD Infrastructure](#cicd-infrastructure)
- [Build and Packaging](#build-and-packaging)
- [Custom Packager](#custom-packager)
- [Configuration as Code](#configuration-as-code)
- [Docker Deployment](#docker-deployment)
- [Enterprise Platforms](#enterprise-platforms)
- [Dynamic Agents](#dynamic-agents)
- [Docker Integration](#docker-integration)
- [Scalability and Resilience](#scalability-and-resilience)
- [Kubernetes Agents](#kubernetes-agents)
- [Troubleshooting](#troubleshooting)
1. [CICD Pipeline Architecture](#cicd-pipeline-architecture)
- [Serverless Jenkins](#serverless-jenkins)
- [Local Execution](#local-execution)
1. [Cloud Native](#cloud-native)
- [Continuous Integration](#continuous-integration)
- [CI-CD Pipelines](#ci-cd-pipelines)
- [Red Hat OpenShift](#red-hat-openshift)
1. [Deployment and Delivery](#deployment-and-delivery)
- [CICD Platforms](#cicd-platforms)
- [Kubernetes-Native CI](#kubernetes-native-ci)
1. [Infrastructure](#infrastructure)
- [Cloud Environments](#cloud-environments)
- [AWS Architectures](#aws-architectures)
- [Container Orchestration](#container-orchestration)
- [Helm Deployments](#helm-deployments)
- [Kubernetes Deployment](#kubernetes-deployment)
- [Scalable Jenkins](#scalable-jenkins)
- [Serverless Jenkins on AWS](#serverless-jenkins-on-aws)
1. [Infrastructure and DevOps](#infrastructure-and-devops)
- [Cloud Native Jenkins](#cloud-native-jenkins)
- [Docker Integration](#docker-integration-1)
- [Kubernetes Blueprints](#kubernetes-blueprints)
- [Kubernetes Installation](#kubernetes-installation)
- [Kubernetes Operators](#kubernetes-operators)
- [Security and Hardening](#security-and-hardening)
- [Special Interest Groups](#special-interest-groups)
1. [Kubernetes and Cloud Native](#kubernetes-and-cloud-native)
- [CICD](#cicd)
- [Dockerization](#dockerization)
1. [Microservices](#microservices)
- [Application Development](#application-development)
- [Kotlin](#kotlin)
1. [Site Reliability Engineering](#site-reliability-engineering)
- [Observability](#observability)
- [Data Management](#data-management)
- [Cost Optimization](#cost-optimization)
## CICD Infrastructure
### Build and Packaging
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!!! info "Architectural Context"
Detailed reference for Keptn. Data Driven DevOps Automation with Ketpn. Automating Service Level Indicators/Service Level Objectives based build validation with Keptn and Jenkins in the context of Engineering Pipeline.
## Table of Contents
1. [Cloud Native Lifecycle](#cloud-native-lifecycle)
- [CICD Pipelines](#cicd-pipelines)
- [Community Meetups](#community-meetups)
- [Jenkins Integration](#jenkins-integration)
- [Video Guides](#video-guides)
- [Continuous Delivery](#continuous-delivery)
- [Enterprise Observability](#enterprise-observability)
- [Guides](#guides)
- [Site Reliability Engineering](#site-reliability-engineering)
- [Local Environments](#local-environments)
- [K3s Sandboxing](#k3s-sandboxing)
- [Video Guides](#video-guides-1)
- [Site Reliability Engineering](#site-reliability-engineering-1)
- [Monitoring Automation](#monitoring-automation)
1. [Observability](#observability)
- [Application Performance Monitoring](#application-performance-monitoring)
- [Guides](#guides-1)
## Cloud Native Lifecycle
### CICD Pipelines
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!!! info "Architectural Context"
Detailed reference for Kubectl commands in the context of The Container Stack.
## Table of Contents
1. [DevSecOps and Registry](#devsecops-and-registry)
- [Java Tools](#java-tools)
- [Gradle Reference](#gradle-reference)
1. [Orchestration and Packaging](#orchestration-and-packaging)
- [Helm and GitOps](#helm-and-gitops)
- [Helm Overview](#helm-overview)
## DevSecOps and Registry
### Java Tools
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!!! info "Architectural Context"
Detailed reference for Kubernetes Alternatives in the context of The Container Stack.
## Table of Contents
1. [Edge and Serverless](#edge-and-serverless)
- [WebAssembly Platforms](#webassembly-platforms)
- [Tau Edge](#tau-edge)
1. [Orchestration](#orchestration)
- [AWS](#aws)
- [ECS vs Kubernetes](#ecs-vs-kubernetes)
- [Hybrid Orchestration](#hybrid-orchestration)
- [Alternatives](#alternatives)
- [Cycle.io](#cycleio)
- [Docker Swarm](#docker-swarm)
- [Comparison](#comparison)
- [Core](#core)
- [Docker Enterprise](#docker-enterprise)
- [PaaS Solutions](#paas-solutions)
- [Ecosystem](#ecosystem)
- [Comparison](#comparison-1)
- [HashiCorp Nomad](#hashicorp-nomad)
- [Case Study](#case-study)
- [Comparison](#comparison-2)
- [Core](#core-1)
- [Kubernetes](#kubernetes)
- [Case Study](#case-study-1)
1. [Serverless Architecture](#serverless-architecture)
- [Edge Computing](#edge-computing)
- [AI Integration](#ai-integration)
- [Local Development](#local-development)
- [WebAssembly](#webassembly)
## Edge and Serverless
### WebAssembly Platforms
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!!! info "Architectural Context"
Detailed reference for Autoscaling in the context of The Container Stack.
## Table of Contents
1. [Architecture](#architecture)
- [Design Patterns](#design-patterns)
- [Sidecar Pattern](#sidecar-pattern)
1. [Infrastructure and Platform](#infrastructure-and-platform)
- [Autoscaling](#autoscaling-1)
- [Event-Driven Scaling](#event-driven-scaling)
- [Request-Driven Scaling](#request-driven-scaling)
- [Performance Engineering](#performance-engineering)
- [Load Testing](#load-testing)
1. [Kubernetes and Scaling](#kubernetes-and-scaling)
- [Deployment Tutorials](#deployment-tutorials)
- [Enterprise Cloud App](#enterprise-cloud-app)
- [Microservices](#microservices)
- [Scaling Patterns](#scaling-patterns)
## Architecture
### Design Patterns
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!!! info "Architectural Context"
Detailed reference for Kubernetes Backup and Migrations in the context of The Container Stack.
## Table of Contents
1. [Application Migration](#application-migration)
- [Modernization](#modernization)
- [Enterprise Migration](#enterprise-migration)
1. [Cloud-Native Migration](#cloud-native-migration)
- [Application Modernization](#application-modernization)
- [Source-to-Image](#source-to-image)
1. [Infrastructure](#infrastructure)
- [Control Plane](#control-plane)
- [ETCD Administration](#etcd-administration)
- [Data Protection](#data-protection)
- [GitOps Synchronizers](#gitops-synchronizers)
- [Kubernetes Backup Operators](#kubernetes-backup-operators)
- [Workload Mobility](#workload-mobility)
- [Migration Toolkits](#migration-toolkits)
## Application Migration
### Modernization
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!!! info "Architectural Context"
Detailed reference for Kubernetes Based Development. Kubernetes Distributions for local environments. Kubernetes Development Tools and Dashboards in the context of The Container Stack.
## Table of Contents
1. [API and Integration Testing](#api-and-integration-testing)
- [Mocking and Virtualization](#mocking-and-virtualization)
- [Microcks](#microcks)
- [Microcks Integration](#microcks-integration)
1. [Development Workflow](#development-workflow)
- [CICD Integration](#cicd-integration)
- [Okteto Actions](#okteto-actions)
1. [Kubernetes Developer Experience](#kubernetes-developer-experience)
- [Remote Debugging](#remote-debugging)
- [IDE Integration](#ide-integration)
- [Telepresence](#telepresence)
1. [Platform Engineering](#platform-engineering)
- [Application Delivery](#application-delivery)
- [Catalog UI](#catalog-ui)
- [Multi-Cloud](#multi-cloud)
- [PaaS Framework](#paas-framework)
- [UI and Dashboards](#ui-and-dashboards)
- [Enterprise Console](#enterprise-console)
## API and Integration Testing
### Mocking and Virtualization
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!!! info "Architectural Context"
Detailed reference for Big Data and Kubernetes Big Data in the context of The Container Stack.
## Table of Contents
1. [Architectural Foundations](#architectural-foundations)
- [Kubernetes Tools](#kubernetes-tools)
- [General Reference](#general-reference)
1. [Data and AI](#data-and-ai)
- [Apache Spark](#apache-spark)
- [Cloud Migration](#cloud-migration)
- [Cost Optimization](#cost-optimization)
- [OpenShift](#openshift)
- [Performance and Tuning](#performance-and-tuning)
- [Streaming and Scheduling](#streaming-and-scheduling)
- [Batch Scheduling](#batch-scheduling)
- [Kueue](#kueue)
- [Cloud Platforms](#cloud-platforms)
- [Databricks](#databricks)
- [Data Pipelines](#data-pipelines)
- [Apache Spark](#apache-spark-1)
- [Databricks](#databricks-1)
- [Governance](#governance)
- [Market Analysis](#market-analysis)
- [Adoption Trends](#adoption-trends)
## Architectural Foundations
### Kubernetes Tools
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!!! info "Architectural Context"
Detailed reference for Client Libraries for Kubernetes in the context of The Container Stack.
## Table of Contents
1. [App Development](#app-development)
- [Java](#java)
- [Kubernetes Clients](#kubernetes-clients)
1. [Cloud-Native Java](#cloud-native-java)
- [Build Tools](#build-tools)
- [Eclipse JKube](#eclipse-jkube)
- [Source Code](#source-code)
1. [Kubernetes Development](#kubernetes-development)
- [Code Generation](#code-generation)
- [Fabric8 CRD](#fabric8-crd)
- [Java SDKs](#java-sdks)
- [Fabric8 API](#fabric8-api)
- [Fabric8 Client](#fabric8-client)
- [Operators](#operators)
- [Quarkus Integration](#quarkus-integration)
- [Java Tooling](#java-tooling)
- [Eclipse JKube](#eclipse-jkube-1)
## App Development
### Java
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!!! info "Architectural Context"
Detailed reference for Kubernetes Monitoring and Logging in the context of The Container Stack.
## Table of Contents
1. [Advanced Telemetry and FinOps](#advanced-telemetry-and-finops)
- [Troubleshooting Stacks](#troubleshooting-stacks)
- [Loki and Komodor Integration](#loki-and-komodor-integration)
- [eBPF-Based Telemetry](#ebpf-based-telemetry)
- [Pixie Deep Dive](#pixie-deep-dive)
1. [Cloud Native Platforms](#cloud-native-platforms)
- [Kubernetes](#kubernetes)
- [Helm Deployments](#helm-deployments)
- [Telemetry Bundles](#telemetry-bundles)
1. [Container Orchestration](#container-orchestration)
- [Kubernetes](#kubernetes-1)
- [Observability](#observability)
- [Best Practices](#best-practices)
1. [Dynamic Component Monitoring](#dynamic-component-monitoring)
- [Workload Monitoring](#workload-monitoring)
- [Job and CronJob Execution](#job-and-cronjob-execution)
1. [Modern Observability and Service Mesh](#modern-observability-and-service-mesh)
- [Network Performance](#network-performance)
- [NetFlow Telemetry](#netflow-telemetry)
- [eBPF and NetObserv](#ebpf-and-netobserv)
- [Reliability Engineering](#reliability-engineering)
- [eBPF-Based Telemetry](#ebpf-based-telemetry-1)
- [Resource Management](#resource-management)
- [Sizing and Quotas](#sizing-and-quotas)
- [Telemetry Protocols](#telemetry-protocols)
- [OpenTelemetry Runtime](#opentelemetry-runtime)
- [SigNoz and OpenTelemetry](#signoz-and-opentelemetry)
- [eBPF-Based Telemetry](#ebpf-based-telemetry-2)
- [Commercial Integrations](#commercial-integrations)
1. [Observability](#observability-1)
- [ChatOps](#chatops)
- [Collaboration Platforms](#collaboration-platforms)
- [Logging](#logging)
- [Operators](#operators)
- [Sidecar Pattern](#sidecar-pattern)
- [Metrics](#metrics)
- [SLO Management](#slo-management)
- [Telegraf](#telegraf)
1. [Observability and Monitoring](#observability-and-monitoring)
- [Grafana](#grafana)
- [Application Metrics](#application-metrics)
- [FinOps and Resources](#finops-and-resources)
- [Kubernetes Monitoring](#kubernetes-monitoring)
- [Prometheus](#prometheus)
- [High Cardinality](#high-cardinality)
- [Prometheus Operator](#prometheus-operator)
## Advanced Telemetry and FinOps
### Troubleshooting Stacks
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!!! info "Architectural Context"
Detailed reference for Kubernetes Networking in the context of Networking & Service Mesh.
## Table of Contents
1. [Container Orchestration](#container-orchestration)
- [Kubernetes Networking](#kubernetes-networking-1)
- [Kube-Proxy](#kube-proxy)
1. [Infrastructure](#infrastructure)
- [Networking](#networking)
- [Comprehensive Guide](#comprehensive-guide)
- [DNS](#dns)
- [Performance Tuning](#performance-tuning)
- [Deep Dive](#deep-dive)
- [Advanced Routing](#advanced-routing)
- [Packet Flow](#packet-flow)
- [Evaluation](#evaluation)
- [CNI Selection](#cni-selection)
- [Fundamentals](#fundamentals)
- [Service Topology](#service-topology)
- [Ingress](#ingress)
- [Azure Application Gateway](#azure-application-gateway)
- [Ingress Controllers](#ingress-controllers)
- [Overview](#overview)
- [Performance at Scale](#performance-at-scale)
- [gRPC and HTTP2](#grpc-and-http2)
- [Load Balancing](#load-balancing)
- [Decentralized](#decentralized)
- [Global GSLB](#global-gslb)
- [Microservices](#microservices)
- [Inter-Service Communication](#inter-service-communication)
- [Routing and Topology](#routing-and-topology)
- [Topology Aware Routing](#topology-aware-routing)
- [Security](#security)
- [Egress Traffic](#egress-traffic)
- [Intent-Based Access Control](#intent-based-access-control)
- [Network Policies](#network-policies)
- [Packet Management](#packet-management)
1. [Kubernetes](#kubernetes)
- [Networking](#networking-1)
- [Architecture](#architecture)
1. [Networking](#networking-2)
- [CNI](#cni)
- [Cilium](#cilium)
- [Core Services](#core-services)
- [DNS](#dns-1)
- [Ingress and Gateway](#ingress-and-gateway)
- [Automation](#automation)
- [Contour](#contour)
- [Controllers](#controllers)
- [Fundamentals](#fundamentals-1)
- [Gateway API](#gateway-api)
- [NGINX](#nginx)
- [Operations](#operations)
- [Multi-Cluster](#multi-cluster)
- [Cluster Mesh](#cluster-mesh)
- [Service Interconnect](#service-interconnect)
- [WireGuard VPN](#wireguard-vpn)
- [Security](#security-1)
- [Implementation Under the Hood](#implementation-under-the-hood)
- [Namespace Isolation](#namespace-isolation)
- [Network Policy](#network-policy)
- [OpenShift](#openshift)
- [Recipes](#recipes)
- [Zero Trust](#zero-trust)
- [Service Mesh](#service-mesh)
- [Linkerd and Cilium](#linkerd-and-cilium)
1. [Networking and Security](#networking-and-security)
- [Kubernetes Networking](#kubernetes-networking-2)
- [Ingress and Traffic](#ingress-and-traffic)
- [Performance and Tuning](#performance-and-tuning)
- [Security and Hardening](#security-and-hardening)
- [Load Balancing](#load-balancing-1)
- [Performance and Tuning](#performance-and-tuning-1)
## Container Orchestration
### Kubernetes Networking (1)
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!!! info "Architectural Context"
Detailed reference for On-Premise Production Kubernetes Cluster Installers in the context of The Container Stack.
## Table of Contents
1. [Application Delivery](#application-delivery)
- [Developer Platforms](#developer-platforms)
- [VMware Tanzu](#vmware-tanzu)
1. [Infrastructure](#infrastructure)
- [Container Runtimes](#container-runtimes)
- [Sandboxing](#sandboxing)
- [Kubernetes Distributions](#kubernetes-distributions)
- [Edge and IoT](#edge-and-iot)
1. [Networking](#networking)
- [Service Mesh](#service-mesh)
- [VMware Tanzu](#vmware-tanzu-1)
## Application Delivery
### Developer Platforms
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!!! info "Architectural Context"
Detailed reference for Kubernetes Operators and Controllers in the context of The Container Stack.
## Table of Contents
1. [CICD Pipeline](#cicd-pipeline)
- [Kubernetes and Containers](#kubernetes-and-containers)
- [Self-Hosted Infrastructure](#self-hosted-infrastructure)
1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
- [Kubernetes Extension](#kubernetes-extension)
- [Operators Go](#operators-go)
1. [Data and Databases](#data-and-databases)
- [Lifecycle Management](#lifecycle-management)
- [Schema Migrations](#schema-migrations)
1. [Infrastructure](#infrastructure)
- [Container Orchestration](#container-orchestration)
- [Kubernetes Operators](#kubernetes-operators)
1. [Networking](#networking)
- [Ingress and Gateway](#ingress-and-gateway)
- [Controllers](#controllers)
- [Gateway API](#gateway-api)
1. [Observability](#observability)
- [Distributed Tracing](#distributed-tracing)
- [OpenTelemetry Operator](#opentelemetry-operator)
1. [Platform Engineering](#platform-engineering)
- [Job Scheduling](#job-scheduling)
- [Batch Workloads](#batch-workloads)
1. [Security and Identity](#security-and-identity)
- [Secrets Management](#secrets-management)
- [External Secrets Sync](#external-secrets-sync)
## CICD Pipeline
### Kubernetes and Containers
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!!! info "Architectural Context"
Detailed reference for Kubernetes Releases in the context of The Container Stack.
## Table of Contents
1. [Kubernetes Core](#kubernetes-core)
- [Releases](#releases)
- [v1.28 Features](#v128-features)
- [Resource Management](#resource-management)
- [Pod Resize](#pod-resize)
1. [Platform Engineering](#platform-engineering)
- [Job Scheduling](#job-scheduling)
- [Batch Workloads](#batch-workloads)
## Kubernetes Core
### Releases
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!!! info "Architectural Context"
Detailed reference for Kubernetes Security in the context of Hardened Infrastructure.
## Table of Contents
1. [API Access Protection](#api-access-protection)
- [Teleport Access Control](#teleport-access-control)
1. [Architecture](#architecture)
- [Microservices](#microservices)
- [Application Lifecycle](#application-lifecycle)
1. [CKS Certification Study Guides](#cks-certification-study-guides)
- [Cluster Lifecycle Security](#cluster-lifecycle-security)
1. [CNI Network Vulnerabilities](#cni-network-vulnerabilities)
- [Network Penetration Testing](#network-penetration-testing)
1. [CVE Analysis](#cve-analysis)
- [Network Vulnerabilities](#network-vulnerabilities)
1. [Case Studies](#case-studies)
- [Historical Exploit Analysis](#historical-exploit-analysis)
1. [Cloud Native Networking](#cloud-native-networking)
- [Network Policies](#network-policies)
- [Calico and Tigera Security](#calico-and-tigera-security)
- [Secure CNI Implementation](#secure-cni-implementation)
1. [Cloud Native Security](#cloud-native-security)
- [The 4Cs of Cloud Native Security](#the-4cs-of-cloud-native-security)
1. [Cluster Hardening](#cluster-hardening)
- [Infrastructural Protection](#infrastructural-protection)
- [Network Policies](#network-policies-1)
- [Operational Security](#operational-security)
- [Runtime Secrets Scanning](#runtime-secrets-scanning)
1. [Cluster Lifecycle Security](#cluster-lifecycle-security-1)
- [Operating System Paradigm](#operating-system-paradigm)
1. [Cluster Misconfigurations](#cluster-misconfigurations)
- [Common Mistakes](#common-mistakes)
1. [Defense in Depth](#defense-in-depth)
- [Cluster Hardening](#cluster-hardening-1)
1. [Identity and Access Management](#identity-and-access-management)
- [SSO and OIDC Configuration](#sso-and-oidc-configuration)
1. [Industry Reports](#industry-reports)
- [Archived Market Trends](#archived-market-trends)
- [Enterprise Security Trends](#enterprise-security-trends)
1. [Kubernetes Platform Engine](#kubernetes-platform-engine)
- [Cluster Installation and Hardening](#cluster-installation-and-hardening)
- [Infrastructure Provisioning](#infrastructure-provisioning)
- [Container Runtimes](#container-runtimes)
- [Runtime Isolation](#runtime-isolation)
1. [Networking](#networking)
- [CNI](#cni)
- [Cilium](#cilium)
1. [Observability and Monitoring](#observability-and-monitoring)
- [Runtime Security](#runtime-security)
- [Falco and K3s Audit Logging](#falco-and-k3s-audit-logging)
- [Security Industry Analysis](#security-industry-analysis)
- [Sysdig and Falco Audit Integration](#sysdig-and-falco-audit-integration)
- [eBPF Runtime Enforcement](#ebpf-runtime-enforcement)
- [Tetragon Platform](#tetragon-platform)
1. [Penetration Testing](#penetration-testing)
- [Security Operations](#security-operations)
1. [Pod Privilege Escalation](#pod-privilege-escalation)
- [Vulnerability Exploitation](#vulnerability-exploitation)
1. [Policy-as-Code](#policy-as-code)
- [Kyverno Administration](#kyverno-administration)
- [Kyverno Rules and Policies](#kyverno-rules-and-policies)
1. [RBAC and Authorization](#rbac-and-authorization)
- [Privilege Escalation](#privilege-escalation)
1. [Risk Analysis and Auditing](#risk-analysis-and-auditing)
- [Threat Vector Modeling](#threat-vector-modeling)
1. [Secrets Management](#secrets-management)
- [HashiCorp Vault Integration](#hashicorp-vault-integration)
1. [Security](#security)
- [Application Security](#application-security)
- [Client Security](#client-security)
- [IAM](#iam)
- [SSO](#sso)
- [Identity and Access](#identity-and-access)
- [Authentication](#authentication)
- [Legacy Tools](#legacy-tools)
- [Microservice Identities](#microservice-identities)
- [OIDC](#oidc)
- [OAuth2 Proxy](#oauth2-proxy)
- [Workload Identity](#workload-identity)
- [Identity and Access Management](#identity-and-access-management-1)
- [Access Control](#access-control)
- [Kubernetes Security](#kubernetes-security-1)
- [Secrets Management](#secrets-management-1)
- [Policy and Admission Control](#policy-and-admission-control)
- [Validating Webhooks](#validating-webhooks)
- [Secrets Management](#secrets-management-2)
- [HashiCorp Vault](#hashicorp-vault)
- [OWASP](#owasp)
1. [Security Training and Playgrounds](#security-training-and-playgrounds)
- [Kubernetes Goat Lab](#kubernetes-goat-lab)
1. [Supply Chain Security](#supply-chain-security)
- [Signature Verification and Ratify](#signature-verification-and-ratify)
1. [Threat Modeling](#threat-modeling)
- [MITRE ATTandCK Adaptation](#mitre-attandck-adaptation)
- [MITRE ATTandCK Framework](#mitre-attandck-framework)
1. [Vulnerability Assessment Tools](#vulnerability-assessment-tools)
- [Kubestriker Scanner](#kubestriker-scanner)
1. [Workload Hardening](#workload-hardening)
- [Identity and Access Management](#identity-and-access-management-2)
- [Pod Security Context](#pod-security-context)
- [Pod Specifications](#pod-specifications)
## API Access Protection
### Teleport Access Control
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!!! info "Architectural Context"
Detailed reference for Kubernetes Storage. Cloud Native Storage in the context of The Container Stack.
## Table of Contents
1. [Cloud Native Storage Architecture](#cloud-native-storage-architecture)
- [Storage Architecture and Engines](#storage-architecture-and-engines)
- [Container Attached Storage](#container-attached-storage)
- [Object Storage](#object-storage)
- [Storage Paradigms](#storage-paradigms)
- [Storage Fundamentals](#storage-fundamentals)
- [Stateful Applications](#stateful-applications)
- [Storage Paradigms](#storage-paradigms-1)
1. [Kubernetes Storage Implementation](#kubernetes-storage-implementation)
- [Stateful Operations](#stateful-operations)
- [Volume Resizing](#volume-resizing)
1. [Storage](#storage)
- [Kubernetes Storage](#kubernetes-storage)
- [Distributed Block Storage](#distributed-block-storage)
- [GlusterFS Orchestration](#glusterfs-orchestration)
1. [Storage and Data](#storage-and-data)
- [Container Attached Storage](#container-attached-storage-1)
- [OpenEBS](#openebs)
## Cloud Native Storage Architecture
### Storage Architecture and Engines
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!!! info "Architectural Context"
Detailed reference for Kubernetes Plugins, Tools, Extensions and Projects in the context of Architectural Foundations.
## Table of Contents
1. [AI Infrastructure](#ai-infrastructure)
- [Distributed Computing](#distributed-computing)
- [Kube-Ray](#kube-ray)
1. [Application Architecture](#application-architecture)
- [API Gateway](#api-gateway)
- [gRPC and REST](#grpc-and-rest)
1. [Application Delivery](#application-delivery)
- [Configuration Management](#configuration-management)
- [Automation](#automation)
- [Secret Distribution](#secret-distribution)
- [GitOps](#gitops)
- [Continuous Delivery](#continuous-delivery)
- [Release Management](#release-management)
- [State Reconciliation](#state-reconciliation)
- [Marketplaces and Portals](#marketplaces-and-portals)
- [Lifecycle Management](#lifecycle-management)
- [Packaging](#packaging)
- [Developer Platforms](#developer-platforms)
- [Platform-as-a-Service](#platform-as-a-service)
- [Developer Experience](#developer-experience)
- [Serverless and BaaS](#serverless-and-baas)
- [Development Framework](#development-framework)
1. [Application Lifecycle](#application-lifecycle)
- [Continuous Deployment](#continuous-deployment)
- [Git-based Builds](#git-based-builds)
- [Migration Tools](#migration-tools)
- [Resource Conversion](#resource-conversion)
1. [Application Migration](#application-migration)
- [Modernization](#modernization)
- [Enterprise Migration](#enterprise-migration)
1. [Application Platforms](#application-platforms)
- [PaaS Frameworks](#paas-frameworks)
- [Developer Experience](#developer-experience-1)
1. [Cloud Native Networking](#cloud-native-networking)
- [Service Proxy](#service-proxy)
- [Integration Tools](#integration-tools)
1. [Cloud Native Operations](#cloud-native-operations)
- [Kubernetes](#kubernetes)
- [Configuration Management](#configuration-management-1)
- [Policy Enforcement](#policy-enforcement)
1. [Cloud Native Platforms](#cloud-native-platforms)
- [Kubernetes](#kubernetes-1)
- [Multi-Arch Telemetry](#multi-arch-telemetry)
1. [Cluster Management](#cluster-management)
- [Autoscaling](#autoscaling)
- [Dynamic Scaling](#dynamic-scaling)
- [Configuration Management](#configuration-management-2)
- [Dynamic Metadata](#dynamic-metadata)
- [Cost Optimization](#cost-optimization)
- [Metrics Analysis](#metrics-analysis)
- [Resource Control](#resource-control)
- [Hardware Discovery](#hardware-discovery)
- [Node Labeling](#node-labeling)
- [Operator Frameworks](#operator-frameworks)
- [Automation Scripts](#automation-scripts)
- [Performance Tuning](#performance-tuning)
- [Image Caching](#image-caching)
- [Scheduling and Node Assignment](#scheduling-and-node-assignment)
- [Admission Controllers](#admission-controllers)
- [Dynamic Balancing](#dynamic-balancing)
1. [Containers](#containers)
- [Developer Tooling](#developer-tooling)
- [Cloud Emulation](#cloud-emulation)
1. [Continuous Integration and Delivery](#continuous-integration-and-delivery)
- [Cloud Native CI-CD](#cloud-native-ci-cd)
- [Tekton UI Extensions](#tekton-ui-extensions)
1. [Data Engineering](#data-engineering)
- [MLOps Platforms](#mlops-platforms)
- [Orchestration](#orchestration)
- [Workload Scheduling](#workload-scheduling)
- [Orchestration](#orchestration-1)
1. [Data Operations](#data-operations)
- [Data Pipeline](#data-pipeline)
- [Real-time Streaming](#real-time-streaming)
1. [DevOps](#devops)
- [Static Analysis](#static-analysis)
- [Kubernetes Validation](#kubernetes-validation)
1. [Developer Experience](#developer-experience-2)
- [Local Development](#local-development)
- [Application Deployment](#application-deployment)
1. [Extensibility](#extensibility)
- [Operator Framework](#operator-framework)
- [Controller](#controller)
1. [GitOps and Delivery](#gitops-and-delivery)
- [Configuration Management](#configuration-management-3)
- [Sidecar Utilities](#sidecar-utilities)
1. [Infrastructure](#infrastructure)
- [Access Control](#access-control)
- [SSH Integrations](#ssh-integrations)
- [Auto-scaling](#auto-scaling)
- [Cost Optimization](#cost-optimization-1)
- [Autoscaling](#autoscaling-1)
- [Node Provisioning](#node-provisioning)
- [Configuration](#configuration)
- [Reflector](#reflector)
- [Cost Optimization](#cost-optimization-2)
- [Scheduling](#scheduling)
- [Image Registry](#image-registry)
- [OCI Specification](#oci-specification)
- [Multi-Cluster Management](#multi-cluster-management)
- [Federation](#federation)
- [Virtual Peering](#virtual-peering)
- [Networking](#networking)
- [Fundamentals](#fundamentals)
- [Service Discovery](#service-discovery)
- [Node Management](#node-management)
- [Auditing and Compliance](#auditing-and-compliance)
- [Platform Engineering](#platform-engineering)
- [GitOps Platforms](#gitops-platforms)
- [Reliability](#reliability)
- [Graceful Shutdown](#graceful-shutdown)
- [Scaling](#scaling)
- [Autoscaling](#autoscaling-2)
- [Scheduling](#scheduling-1)
- [Simulator](#simulator)
- [Timezones](#timezones)
- [Serverless Containers](#serverless-containers)
- [Virtual Nodes](#virtual-nodes)
- [Storage](#storage)
- [Dynamic Scaling](#dynamic-scaling-1)
- [Virtual Desktop Infrastructure](#virtual-desktop-infrastructure)
- [Edge Networking](#edge-networking)
1. [Kubernetes](#kubernetes-2)
- [Observability](#observability)
- [Visualization](#visualization)
1. [Kubernetes and Container Orchestration](#kubernetes-and-container-orchestration)
- [Platform Engineering](#platform-engineering-1)
- [AppOps and GitOps](#appops-and-gitops)
1. [Local Developer Environment](#local-developer-environment)
- [Container Runtime Setup](#container-runtime-setup)
- [Docker Compose](#docker-compose)
1. [Machine Learning](#machine-learning)
- [Model Serving](#model-serving)
- [Serverless ML](#serverless-ml)
1. [Multi-Cluster](#multi-cluster)
- [Control Plane](#control-plane)
- [UI Dashboards](#ui-dashboards)
1. [Network](#network)
- [Proxy and Service Mesh](#proxy-and-service-mesh)
- [Data Plane](#data-plane)
1. [Networking](#networking-1)
- [Ingress and Edge](#ingress-and-edge)
- [Integration](#integration)
- [Ingress and Routing](#ingress-and-routing)
- [Serverless](#serverless)
- [Microservices Routing](#microservices-routing)
- [Debugging](#debugging)
1. [Networking and Security](#networking-and-security)
- [Access Control](#access-control-1)
- [Identity Gateways](#identity-gateways)
- [Global Load Balancing](#global-load-balancing)
- [GSLB Operator](#gslb-operator)
1. [Observability](#observability-1)
- [APM and Metrics](#apm-and-metrics)
- [Observability Platform](#observability-platform)
- [Alerting and Notifications](#alerting-and-notifications)
- [Crash Tracking](#crash-tracking)
- [Job Monitoring](#job-monitoring)
- [ChatOps](#chatops)
- [Collaboration Platforms](#collaboration-platforms)
- [Cluster Monitoring](#cluster-monitoring)
- [Connectivity Checkers](#connectivity-checkers)
- [Event Management](#event-management)
- [Exporters](#exporters)
- [Notifications](#notifications)
- [Incident Response](#incident-response)
- [Operations](#operations)
- [Logging and Events](#logging-and-events)
- [Event Routing](#event-routing)
- [UI Dashboards](#ui-dashboards-1)
- [Validation and Analysis](#validation-and-analysis)
- [eBPF Diagnostics](#ebpf-diagnostics)
- [Distributed Tracing](#distributed-tracing)
1. [Observability and Diagnostics](#observability-and-diagnostics)
- [Cluster Management Platforms](#cluster-management-platforms)
- [UI Tools](#ui-tools)
- [Log Aggregation](#log-aggregation)
- [UI Tools](#ui-tools-1)
- [eBPF Observability](#ebpf-observability)
- [Application Monitoring](#application-monitoring)
1. [Observability and Monitoring](#observability-and-monitoring)
- [Runtime Security](#runtime-security)
- [Falco and K3s Audit Logging](#falco-and-k3s-audit-logging)
1. [Observability and Performance](#observability-and-performance)
- [Network Monitoring](#network-monitoring)
- [Mesh Connectivity](#mesh-connectivity)
- [Real-Time Monitoring](#real-time-monitoring)
- [Error Alerting](#error-alerting)
1. [Operations](#operations-1)
- [Automation](#automation-1)
- [Media and Downloaders](#media-and-downloaders)
- [Workflow](#workflow)
- [CLI Tooling](#cli-tooling)
- [Web Terminal](#web-terminal)
- [GitOps and Delivery](#gitops-and-delivery-1)
- [Application Delivery](#application-delivery-1)
- [Monitoring](#monitoring)
- [Automation](#automation-2)
- [Observability](#observability-2)
- [Distributed Tracing](#distributed-tracing-1)
- [History Visualization](#history-visualization)
- [Prometheus UI](#prometheus-ui)
- [Visualization](#visualization-1)
- [Visualizer](#visualizer)
- [Platform Engineering](#platform-engineering-2)
- [Control Planes](#control-planes)
- [Service Catalog](#service-catalog)
- [Visualization](#visualization-2)
- [Dashboard](#dashboard)
- [Web Dashboards](#web-dashboards)
- [UI Portal](#ui-portal)
1. [Performance and Testing](#performance-and-testing)
- [Load Testing](#load-testing)
- [Observability](#observability-3)
1. [Performance Engineering](#performance-engineering)
- [Kubernetes Optimization](#kubernetes-optimization)
- [Autonomous Tuning](#autonomous-tuning)
1. [Platform](#platform)
- [PaaS](#paas)
- [Cloud Foundry](#cloud-foundry)
1. [Platform Engineering](#platform-engineering-3)
- [Application Delivery](#application-delivery-2)
- [OAM Engines](#oam-engines)
- [Cluster Distributions](#cluster-distributions)
- [NoOps Platforms](#noops-platforms)
- [Control Plane Design](#control-plane-design)
- [API Federation](#api-federation)
- [Job Scheduling](#job-scheduling)
- [Batch Workloads](#batch-workloads)
- [Multi-Cluster Routing](#multi-cluster-routing)
- [Fleet Orchestration](#fleet-orchestration)
- [Service Mesh Management](#service-mesh-management)
- [Observability Platforms](#observability-platforms)
1. [Resource Management](#resource-management)
- [FinOps](#finops)
- [Cluster Scale Down](#cluster-scale-down)
1. [Scheduling](#scheduling-2)
- [Multi-Cluster](#multi-cluster-1)
- [Batch Workloads](#batch-workloads-1)
1. [Security](#security)
- [Access Control](#access-control-2)
- [RBAC Management](#rbac-management)
- [SSH Proxy](#ssh-proxy)
- [Admission Control](#admission-control)
- [Image Signature](#image-signature)
- [Authentication](#authentication)
- [Proxy](#proxy)
- [Certificate Management](#certificate-management)
- [Trust and Identity](#trust-and-identity)
- [Identity and Access](#identity-and-access)
- [Authentication](#authentication-1)
- [Integration](#integration-1)
- [LDAP Authentication](#ldap-authentication)
- [Policy Enforcement](#policy-enforcement-1)
- [Admission Control](#admission-control-1)
- [Secret Management](#secret-management)
- [Image Registry](#image-registry-1)
- [Integrations](#integrations)
- [Secrets Management](#secrets-management)
- [GCP Secret Manager](#gcp-secret-manager)
- [Integration](#integration-2)
- [Service Mesh Security](#service-mesh-security)
- [Audit Tools](#audit-tools)
- [Vulnerabilities](#vulnerabilities)
- [Hacking Labs](#hacking-labs)
- [Vulnerability Scanning](#vulnerability-scanning)
- [Automation Operators](#automation-operators)
- [Runtime Security](#runtime-security-1)
1. [Security and Compliance](#security-and-compliance)
- [Identity and Access](#identity-and-access-1)
- [LDAP Directory](#ldap-directory)
- [Supply Chain Security](#supply-chain-security)
- [Admission Control](#admission-control-2)
- [SBOM and Vulnerabilities](#sbom-and-vulnerabilities)
1. [Security and Hardening](#security-and-hardening)
- [Vulnerability Assessment](#vulnerability-assessment)
- [Offensive Tools](#offensive-tools)
1. [Security and Identity](#security-and-identity)
- [Authentication and Authorization](#authentication-and-authorization)
- [Single Sign-On](#single-sign-on)
- [Compliance and Auditing](#compliance-and-auditing)
- [Dependency Tracking](#dependency-tracking)
- [Configuration Management](#configuration-management-4)
- [Backup Tools](#backup-tools)
- [Sync Controllers](#sync-controllers)
- [Secrets Management](#secrets-management-1)
- [External Secrets Sync](#external-secrets-sync)
1. [Serverless](#serverless-1)
- [Workflow Orchestration](#workflow-orchestration)
- [Event-Driven](#event-driven)
1. [Storage](#storage-1)
- [Kubernetes Storage](#kubernetes-storage)
- [GlusterFS Orchestration](#glusterfs-orchestration)
- [NFS](#nfs)
- [Provisioner](#provisioner)
- [Volume Management](#volume-management)
- [Capacity Management](#capacity-management)
## AI Infrastructure
### Distributed Computing

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