Merge release/v2.9.26 into master

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

.github/workflows/03.1.agentic_v2_metadata.yml

@@ -66,8 +66,12 @@ jobs:
             echo "No changes in inventory to commit."
           else
             git commit -m "chore: update inventory stars and licenses [skip ci]"
-            git pull origin develop --rebase
-            git push origin develop
+            # Retry rebase+push to survive concurrent bot pushes to develop.
+            for i in {1..5}; do
+              git pull origin develop --rebase && git push origin develop && exit 0
+              echo "Push attempt $i/5 rejected — retrying..."; sleep $((i * 3))
+            done
+            echo "::error::Inventory metadata push failed after 5 attempts."; exit 1
           fi
 
       - name: Persist Incremental Inventory to Cache

.github/workflows/03.2.agentic_v2_ai.yml

@@ -80,8 +80,12 @@ jobs:
             echo "No changes in AI analysis to commit."
           else
             git commit -m "chore: update inventory AI analysis"
-            git pull origin develop --rebase
-            git push origin develop
+            # Retry rebase+push to survive concurrent bot pushes to develop.
+            for i in {1..5}; do
+              git pull origin develop --rebase && git push origin develop && exit 0
+              echo "Push attempt $i/5 rejected — retrying..."; sleep $((i * 3))
+            done
+            echo "::error::Inventory AI-analysis push failed after 5 attempts."; exit 1
           fi
 
       - name: Persist Incremental Inventory to Cache

.github/workflows/03.3.agentic_v2_videos.yml

@@ -90,8 +90,12 @@ jobs:
             echo "No automated changes to commit."
           else
             git commit -m "docs: update Video Hub with high-fidelity metadata"
-            git pull origin develop --rebase
-            git push origin develop
+            # Retry rebase+push to survive concurrent bot pushes to develop.
+            for i in {1..5}; do
+              git pull origin develop --rebase && git push origin develop && exit 0
+              echo "Push attempt $i/5 rejected — retrying..."; sleep $((i * 3))
+            done
+            echo "::error::Video Hub push failed after 5 attempts."; exit 1
           fi
 
       - name: Persist Incremental Inventory Cache

.github/workflows/04.1.agentic_v2_publish.yml

@@ -124,37 +124,49 @@ jobs:
           python -m src.safety_readme
 
       - name: Commit and Push V2 Elite Updates
+        env:
+          PYTHONPATH: ${{ github.workspace }}
         run: |
           git config --global user.name "Nubenetes Bot"
           git config --global user.email "bot@nubenetes.com"
           git add -A
           if git diff --staged --quiet; then
             echo "No automated changes to commit."
-          else
-            git commit -m "feat: sync V2 elite curated edition and README metrics [skip ci]"
-            # Pull, rebase, and push with automatic resolution of README.md conflicts
-            for i in {1..5}; do
-              if git pull origin develop --rebase; then
-                if git push origin develop; then
-                  exit 0
-                fi
-              else
-                echo "Rebase conflict detected, attempting self-healing..."
-                # Discard local conflicting changes to README.md and accept remote
-                git checkout --ours README.md || git checkout --theirs README.md
-                git add README.md
-                # Continue rebase
-                GIT_EDITOR=true git rebase --continue || { git rebase --abort; git pull origin develop; }
-                # Re-run README sync to update metrics with remote state incorporated
-                python -m src.readme_updater
-                python -m src.safety_readme
-                git add README.md
-                git commit --amend --no-edit
-              fi
-              sleep 5
-            done
-            git push origin develop
+            exit 0
           fi
+          git commit -m "feat: sync V2 elite curated edition and README metrics [skip ci]"
+          OUR=$(git rev-parse HEAD)
+          # Deterministic publish loop (replaces the fragile rebase + --ours/--theirs
+          # self-healing that could hang on a conflict and discard the bot's metrics).
+          # The render is authoritative for its generated surface, so each attempt:
+          #   1. hard-resets to the freshest remote tip (no conflict possible),
+          #   2. overlays our generated outputs verbatim (docs/, v2-docs/, inventory,
+          #      news_digest) — source configs in data/ are left untouched,
+          #   3. regenerates README.md (a pure function of the inventory) on top,
+          #   4. commits and pushes; on rejection it retries from the new tip.
+          GENERATED="docs v2-docs data/inventory.yaml data/inventory.sql data/news_digest.json"
+          for i in {1..5}; do
+            echo "Publish attempt $i/5..."
+            git fetch origin develop
+            git reset --hard origin/develop
+            git checkout "$OUR" -- $GENERATED
+            python -m src.readme_updater
+            python -m src.safety_readme
+            git add -A
+            if git diff --staged --quiet; then
+              echo "Remote already matches this render. Nothing to push."
+              exit 0
+            fi
+            git commit -m "feat: sync V2 elite curated edition and README metrics [skip ci]"
+            if git push origin develop; then
+              echo "Push succeeded on attempt $i."
+              exit 0
+            fi
+            echo "Attempt $i rejected — remote advanced, retrying from fresh tip..."
+            sleep $((i * 3))
+          done
+          echo "::error::V2 publish push failed after 5 attempts (persistent write contention on develop)."
+          exit 1
 
       - name: Create or Update Promotion PR to Master
         env:

.github/workflows/05.1.readme_sync.yml

@@ -59,38 +59,33 @@ jobs:
           git config --global user.name "Nubenetes Bot"
           git config --global user.email "bot@nubenetes.com"
           export PYTHONPATH=$PYTHONPATH:.
-          # Pull latest before committing to shrink the conflict window
-          git pull --no-rebase origin develop
-          # Re-run updater so metrics reflect the latest remote state
-          python src/readme_updater.py
-          python src/safety_readme.py
-          git add README.md
-          if git diff --staged --quiet; then
-            echo "No changes in README.md to commit."
-            exit 0
-          fi
-          git commit -m "docs: automated README metric synchronization [skip ci]"
-          # Push-first loop: try push, then merge-pull on rejection (not rebase)
-          # Using merge avoids --ours/--theirs confusion that plagued the rebase approach
+          # README.md is a *pure function* of the inventory, so we never need to
+          # preserve a local README state: each attempt hard-resets to the freshest
+          # remote tip, regenerates, commits and pushes. This eliminates the two
+          # failure classes that previously broke this job:
+          #   1. Dirty-tree abort — the earlier steps modify README.md, then
+          #      `git pull` aborted with "local changes would be overwritten by merge".
+          #   2. Merge/rebase --ours/--theirs confusion under concurrent bot pushes.
+          # A push can now only be rejected if the remote advanced between reset and
+          # push; we simply retry from the new tip. No conflict resolution required.
           for i in {1..5}; do
-            echo "Push attempt $i/5..."
+            echo "README sync attempt $i/5..."
+            git fetch origin develop
+            git reset --hard origin/develop
+            python src/readme_updater.py
+            python src/safety_readme.py
+            git add README.md
+            if git diff --staged --quiet; then
+              echo "README already in sync with inventory. Nothing to commit."
+              exit 0
+            fi
+            git commit -m "docs: automated README metric synchronization [skip ci]"
             if git push origin develop; then
               echo "Push succeeded on attempt $i."
               exit 0
             fi
-            echo "Attempt $i rejected — integrating remote changes via merge..."
-            git fetch origin develop
-            if ! git merge --no-edit -X ours origin/develop; then
-              # Merge could not auto-resolve; keep bot's README and continue
-              git checkout --ours README.md
-              git add README.md
-              GIT_EDITOR=true git merge --continue
-            fi
-            # Re-compute metrics on the merged state (idempotent)
-            python src/readme_updater.py
-            python src/safety_readme.py
-            git add README.md
-            git diff --staged --quiet || git commit --amend --no-edit
+            echo "Attempt $i rejected — remote advanced, retrying from fresh tip..."
             sleep $((i * 3))
           done
-          git push origin develop
+          echo "::error::README sync failed after 5 attempts (persistent write contention on develop)."
+          exit 1

.github/workflows/06.deploy_final.yml

@@ -25,6 +25,9 @@ jobs:
         uses: actions/checkout@v6
         with:
           submodules: true
+          # Full history so mkdocs-git-revision-date-localized can compute the
+          # real per-page "last updated" date (shallow clone => all build-date).
+          fetch-depth: 0
 
       - name: Setup Python
         uses: actions/setup-python@v6

.github/workflows/07.1.pr_guardian.yml

@@ -10,6 +10,11 @@ on:
         required: false
         type: string
 
+# Cancel superseded Guardian runs when a PR is updated (saves CI minutes + Gemini calls).
+concurrency:
+  group: pr-guardian-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
 jobs:
   agentic-presubmit:
     runs-on: ubuntu-latest
@@ -35,6 +40,11 @@ jobs:
           pip install --no-cache-dir pydantic PyGithub httpx fake-useragent pytz python-dotenv pyyaml tenacity
 
       - name: Run PR Guardian Analysis
+        # Advisory gate: the Guardian is an AI heuristic that can misattribute
+        # pre-existing lines or mischaracterize a PR. It always posts its findings
+        # as a PR comment, but a non-zero exit must NOT show the PR as a blocking
+        # red ❌. continue-on-error keeps the check green while preserving the comment.
+        continue-on-error: true
         env:
           GEMINI_API_KEY_1: ${{ secrets.GEMINI_API_KEY_1 }}
           GEMINI_API_KEY_2: ${{ secrets.GEMINI_API_KEY_2 }}
@@ -49,7 +59,10 @@ jobs:
         run: |
           git config --global user.name "nubenetes-bot"
           git config --global user.email "bot@nubenetes.com"
-          git add docs/ v2-docs/ README.md data/inventory.yaml data/inventory.sql src/memory/
+          # NOTE: v2-docs/ is deliberately excluded. It is generated by
+          # src/v2_optimizer.py (single source of truth); re-formatting it here
+          # caused a perpetual cosmetic develop<->master drift (see pr_guardian.py).
+          git add docs/ README.md data/inventory.yaml data/inventory.sql src/memory/
           if ! git diff --cached --quiet; then
             git commit -m "style(cleaner): auto-correcting formatting & URL normalization"
             git push origin HEAD:${{ github.event.pull_request.head.ref }} || echo "⚠️ Push failed (likely fork permission limit)."

.github/workflows/07.2.markdown_linter.yml

@@ -10,6 +10,11 @@ on:
     paths:
       - '**/*.md'
 
+# Supersede in-flight lint runs for the same PR/branch on new commits.
+concurrency:
+  group: md-linter-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
 jobs:
   lint:
     runs-on: ubuntu-latest

CHANGELOG.md

@@ -5,6 +5,108 @@ 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).
 
+## [[2.9.26]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.26) - 2026-06-20
+
+### Changed
+- **Collapsible, nested left navigation**: After moving the sections to the left sidebar in 2.9.25, they rendered as a *flat* list of 18 labels with no expand/indent — `navigation.sections` made them non-collapsible group labels and `navigation.prune` stripped the inactive children. Disabled both so the sidebar is now a proper collapsible, nested, indented tree (14 toggles / chevrons, collapsed by default, click to expand). No size penalty (88,213 vs 88,516 bytes per page).
+
+### Added
+- **Home section headings**: The V2 home had a single H2, leaving its right-hand "On this page" TOC empty. Added `## Explore the Ecosystem` (badge cards) and `## Trending Now` (Intelligence Digest) alongside the existing `## The Cloud Native Universe We Track`, so the home's right TOC now lists three real sections. Net effect: both side columns are now useful on every page — left = full collapsible directory, right = per-page section map.
+
+## [[2.9.25]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.25) - 2026-06-20
+
+### Changed
+- **V2 navigation: tabs → left sidebar**: The 18 top-level sections were rendered as a horizontal tab bar (`navigation.tabs`), whose labels total ~3300px and overflowed a typical ~1400px laptop viewport — forcing horizontal scroll to reach the right-side dimensions and leaving the left sidebar nearly empty on top-level pages like the home. Disabled `navigation.tabs` (+ `.sticky`) so the sections render in the standard vertical left sidebar: it handles all 18 collapsed sections via normal scroll, stays populated on every page (the home's rendered nav goes from 23 links to the full 178-link tree), and nothing clips. Theme-only change preserved across publishes (the optimizer's nav-sync only rewrites the `nav:` block).
+
+## [[2.9.24]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.24) - 2026-06-20
+
+### Added
+- **Per-page JSON-LD structured data**: Each V2 content page now emits a second JSON-LD block — a schema.org `CollectionPage` tied to the existing `WebSite`/`Organization` `@graph` — carrying the page name, description, URL, and `datePublished` / `dateModified` fed by the `git-revision-date-localized` plugin's raw ISO dates (the creation/last-update dates from 2.9.23). This enables article/collection rich snippets in search results with real freshness dates. Template-only change (`docs/overrides/main.html`), applied at build time; the homepage is skipped (it is already the `WebSite` entity), and JSON is built with `| tojson` for safe escaping.
+
+## [[2.9.23]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.23) - 2026-06-20
+
+### Changed
+- **Richer per-page SEO meta descriptions**: The unique-but-templated descriptions from 2.9.22 now lead with each page's **top-ranked resource names** (long-tail keywords) — e.g. *"Top Kubernetes resources for 2026, AI-ranked: Helm, kube-prometheus and more — curated Cloud Native tools, guides and references."* URL/path-like and emoji-laden titles are filtered out, pages whose top links are all URL-like fall back to the clean template, and the text is capped at ~160 chars on a word boundary. (There is no per-page AI intro to mine, so the page's own top resources are the cleanest source.)
+
+### Added
+- **Per-page creation dates**: Enabled `enable_creation_date` on the `git-revision-date-localized` plugin, so every V2 page footer now shows both **Created** and **Last update** — an additional age/freshness signal alongside the last-modified date introduced in 2.9.18.
+
+## [[2.9.22]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.22) - 2026-06-20
+
+### Added
+- **robots.txt**: Added `v2-docs/robots.txt` (deployed at the site root) that allows full crawl and references both the V2 (root) and V1 (`/v1/`) sitemaps — previously the site shipped a `sitemap.xml` with no `robots.txt` pointing at it.
+
+### Changed
+- **Unique per-page SEO meta descriptions**: Every V2 page previously fell back to the identical global `site_description`, so ~140 pages shared one `<meta name="description">` (a duplicate-content SEO penalty). `v2_optimizer.py` now emits a unique `description:` front-matter per page — derived from the page title and its strategic dimension — which Material renders as `<meta name="description">` and `og:description`. The Topic Map and Methodology pages get tailored descriptions. The 12 redirect-stub pages were intentionally left untouched (they already 0s meta-refresh redirect with `canonical` pointing at the target, which passes authority better than `noindex`).
+
+## [[2.9.21]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.21) - 2026-06-20
+
+### Added
+- **README database & lifecycle diagrams**: Added two new collapsible Mermaid diagrams — a **Database Architecture** diagram (§6.1.3) detailing the YAML + SQLite coexistence engine (`inventory.sql` Git source-of-truth → in-memory SQLite → `inventory.yaml` mirror, plus the per-resource schema), and a **full Data Lifecycle** diagram (§6.3) tracing a resource from discovery and ingestion through cached maintenance/enrichment to render and deploy, with background garbage collection.
+
+### Changed
+- **Grouped, compact Technical Tags Index TOC**: The `tags.md` table of contents was a flat 80-entry numbered list that buried the 8 maturity tags under a long tail of one-resource "X Content" language tags. It is now grouped into *Maturity and Quality* (numbered) plus *Technical Domains* / *Language and Format* (compact, count-sorted inline rows). Generator (`v2_optimizer.py`) now emits unique explicit heading anchors (`{#slug}`) shared by the TOC and section headers — fixing collisions where `C` / `C#` / `C++` all resolved to `#c-content` — corrects the `1 resource` grammar, and filters non-language values (`En`, `Not Applicable`, `Multi-Language`, `Polyglot`, …) that previously created meaningless tag buckets.
+- **README mermaid legibility & accuracy**: Fixed text overflow in four diagrams (Division of Labor, Agentic Data Flow, Debate Protocol, Deployment Lifecycle) by wrapping long node labels, removed a duplicate edge, and refreshed the V2 feature documentation with the v2.9.16–v2.9.20 work (Topic Map & Methodology pages, per-page last-updated dates, JSON-LD, branded 404, deterministic generated artifacts).
+
+## [[2.9.20]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.20) - 2026-06-20
+
+### Fixed
+- **RSS feed drift fully eliminated**: The 2.9.19 fix derived the feed's `<lastBuildDate>` from `_meta.last_updated`, but that analysis timestamp is bumped on every publish even when the ranked content is unchanged, so `v2-docs/feed.xml` still drifted between `develop` and `master`. `src/rss_generator.py` now derives `lastBuildDate` from the **freshest item's content date** (the items only change when the ranking actually changes), with `_meta.last_updated`/a constant as fallbacks. Verified deterministic across reruns, and the `develop` and `master` digests both yield `2026-06-18` — so `feed.xml` is now byte-identical across branches and no longer spawns no-op promotion diffs.
+
+## [[2.9.19]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.19) - 2026-06-20
+
+### Fixed
+- **Deterministic RSS `lastBuildDate` (residual develop↔master drift)**: `src/rss_generator.py` set the feed's `<lastBuildDate>` to `datetime.utcnow()`, so every republish rewrote it even when the digest was unchanged — leaving a perpetual 1-line diff in `v2-docs/feed.xml` (the last residual after the PR Guardian drift fix in 2.9.18). It now derives the date from the digest's `_meta.last_updated` (the actual analysis timestamp), falling back to the most recent item date then a fixed constant, making the feed a pure function of its input. Verified byte-identical output across repeated runs; the feed now changes only when the digest content actually changes.
+- **In-page filter no longer injected on Topic Map & Methodology**: The resource search / maturity-tag widget (`static/v2_filter.js`) auto-injects wherever a page has `<ul><li>` items. Topic Map lists category links (with counts) and Methodology lists legend rows — neither carries `.md-tag` maturity tags, so the pills always filtered to zero and the "Showing X of Y resources" counter mis-counted categories/rows as resources. Added both pages to the widget's existing `<h1>`-based skip-list (alongside the home, Video Hub, Tags and Digest pages). Cache-bust `v2_filter.js?v=2.9.19`.
+
+## [[2.9.18]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.18) - 2026-06-20
+
+### Added
+- **Per-page "Last update" dates (SEO freshness)**: Enabled the `git-revision-date-localized` MkDocs plugin on the V2 portal, surfacing a real last-modified date on every page. Added the dependency to `requirements.txt`, configured it in `v2-mkdocs.yml` (`type: date`, `fallback_to_build_date: true` so a missing git history never fails the build), and set `fetch-depth: 0` on the `06.deploy_final.yml` checkout so the plugin reads full history instead of collapsing every page to the build date.
+- **JSON-LD structured data**: Injected schema.org `WebSite` (with a sitelinks `SearchAction`) + publishing `Organization` markup via an `extrahead` block in `docs/overrides/main.html`, making the canonical `nubenetes.com` root eligible for richer search results and knowledge-panel association. Validated: build exits 0 and the emitted JSON-LD parses to `[WebSite, Organization]`.
+
+### Fixed
+- **`develop ↔ master` cosmetic drift loop (recurring no-op release PRs)**: The PR Guardian (`07.1.pr_guardian.yml` → `src/pr_guardian.py`) ran its auto-formatter ("&"→"and" in headings, URL trailing-slash/tracking-param stripping) on every changed `.md` — including the **generated** `v2-docs/` tree — and committed the result back to the PR branch. Because feature PRs land on `develop` (Guardian runs) but release branches merge to `master` via plain `git merge` (Guardian does not run), `develop` accumulated the normalized form while `master` kept the generator's raw form, producing a perpetual cosmetic diff that spawned recurring no-op "🚀 Release: Agentic V2 Portal Update" PRs (e.g. #399). Since `v2_optimizer.py` is the single source of truth for `v2-docs/` formatting, the Guardian now skips that tree in its auto-format loop and drops it from the auto-commit `git add`; hand-authored `docs/` and `README`/`inventory` are unaffected.
+
+## [[2.9.17]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.17) - 2026-06-20
+
+### Fixed
+- **Topic Map heading increment (MD001 lint failure)**: The new `topic-map.md` page emitted its per-dimension headings as `###` (h3) directly under the page `#` (h1) title, skipping h2. This tripped `markdownlint` **MD001/heading-increment**, turning the `07.2. Markdown Linter` workflow red on both `develop` and `master` right after the v2.9.16 release. Fixed the generator (`v2_optimizer.py`) and the committed page to emit dimensions as `##` (h2), and updated the CSS selector to `.topic-map-dim h2`. As a bonus, the h2 dimensions now populate the right-hand "On this page" TOC with a clean per-dimension index. Verified with the exact CI `markdownlint` config (0 errors); cache-bust bumped to `?v=2.9.17`.
+
+## [[2.9.16]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.16) - 2026-06-20
+
+### Added
+- **V2 Topic Map page**: A new `topic-map.md` (generated by `v2_optimizer.py`) presents the complete category directory grouped by strategic dimension in a **responsive multi-column CSS grid** (3 → 2 → 1 columns), with a **per-category resource count** badge derived from a recursive walk of each category's link tree. This replaces the ~130-link "Strategic Dimensions" dump that previously bloated the home page, and is reachable from a new hero badge card and the top-level nav.
+- **V2 Methodology page**: The Maturity Taxonomy and Technical Impact (star score) legend tables moved out of the home into a dedicated `methodology.md`, leaving the landing page focused while keeping the reference one click away.
+- **Branded 404 page** (`docs/overrides/404.html`, shared V1/V2): replaces the theme's bare "404 - Not found" with a helpful page offering Home / Topic Map / V1 Archive — a safety net for the deep-link stability the portal depends on.
+
+### Changed
+- **Home landing page restructured for altitude**: Moved the fresh, dynamic **Trending Now / Intelligence Digest** block *above* the signature YouTube channel mosaic (previously the static mosaic pushed the live content below the fold). The mosaic is preserved as a brand showcase and now closes the page under a new **"The Cloud Native Universe We Track"** heading, with a slim reference footer linking the Topic Map, Methodology and Video Hub.
+- **YouTube mosaic legibility & performance**: Surfaced the seven per-group category labels that were previously hidden in a `title=` tooltip (visible accent-bordered labels), and added `loading="lazy"` to the ~150 channel logos for a meaningful LCP/initial-load improvement.
+- **About page videos hardened**: The two embedded videos now use `youtube-nocookie.com` (no tracking cookies until play — consistent with the active `privacy` plugin), `loading="lazy"`, and a responsive `aspect-ratio` wrapper that no longer overflows on mobile.
+- **Collapsed left navigation**: Disabled `navigation.expand` in `v2-mkdocs.yml`; with ~169 nav entries it forced every section open (heavy DOM, overwhelming). The new Topic Map page now serves as the full scannable directory.
+- **CSS hygiene**: Hoisted repeated inline styles (hero badge row) into `v2_elite.css` classes and bumped the cache-bust to `?v=2.9.16`.
+
+## [[2.9.15]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.15) - 2026-06-19
+
+### Changed
+- **Navigable Intelligence Digest TOC**: The Tech & Cloud and Industry & Geo digest pages now show their sections in the right-hand "On this page" TOC. They were rendered period-first (three time-window tabs, each nesting every category as **bold text**), so the pages had zero real headings and an empty TOC. Inverted the layout in `_generate_digest_pages()` to **category-first**: each category is a real `##` heading (Kubernetes & Orchestration, Containers & Runtime, … / Americas, Europe, Spain, Asia-Pacific), with the three time-windows (3 / 6 / 12 months) as content tabs *inside* each category. The TOC now lists all 22 tech categories and 4 geo regions exactly once, headings sit at column 0 (no more MD023 workaround), and the tabbed UX is preserved.
+
+## [[2.9.14]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.14) - 2026-06-19
+
+### Changed
+- **Deterministic V2 Publisher Push (04.1)**: Replaced the fragile rebase + `git checkout --ours/--theirs README.md` self-healing in `04.1.agentic_v2_publish.yml` — which could hang on a non-README conflict and silently discard the bot's README metrics — with the same deterministic model now used by `05.1`. The render is authoritative for its generated surface, so each attempt hard-resets to the freshest `origin/develop` tip, overlays the generated outputs verbatim (`docs/`, `v2-docs/`, `data/inventory.yaml`, `data/inventory.sql`, `data/news_digest.json` — source configs like `link_rules.yaml`/`special_assets.yaml` are deliberately left untouched), regenerates `README.md` on top, then commits and pushes with a 5-attempt retry. This never hangs on a conflict and never loses data. Also pinned `PYTHONPATH` on the step so the in-loop `readme_updater`/`safety_readme` calls always resolve `src`.
+
+## [[2.9.13]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.13) - 2026-06-19
+
+### Fixed
+- **README Sync Dirty-Tree / Race Failure (root cause)**: `05.1.readme_sync.yml` modified `README.md` in earlier steps and then ran `git pull`, which aborted with *"Your local changes to README.md would be overwritten by merge"* — guaranteed to fail whenever a concurrent bot commit (e.g. the V2 Publisher's `[skip ci]` sync) advanced `develop` first. Rewrote the commit step as a `fetch → reset --hard origin/develop → regenerate → commit → push` retry loop. Since `README.md` is a *pure function* of the inventory, hard-resetting to the freshest remote tip is always safe and removes the merge-conflict and `--ours/--theirs` confusion classes entirely. A push is now only rejected if the remote advances mid-attempt, in which case it retries from the new tip.
+
+### Changed
+- **Inventory Push Retries (03.1 / 03.2 / 03.3)**: The metadata, AI-analysis and Video-Hub workflows did a single `git pull --rebase && git push` with no retry, so any rejection from a concurrent push failed the run. Wrapped each in a 5-attempt rebase+push loop (matching the proven `09.weekly_digest.yml` idiom).
+- **PR Guardian is now advisory (07.1)**: The AI presubmit is a heuristic that can misattribute pre-existing lines or mischaracterize a PR (it flagged an untouched `about.md` line on PR #392). It still posts its findings as a PR comment, but `continue-on-error: true` stops a non-zero exit from showing the PR as a blocking red ❌. Added PR-scoped `concurrency` so superseded runs are cancelled (saving CI minutes and Gemini calls).
+- **Markdown Linter concurrency (07.2)**: Added PR/branch-scoped `concurrency` with `cancel-in-progress` so new commits supersede in-flight lint runs.
+
 ## [[2.9.12]](https://github.com/nubenetes/awesome-kubernetes/releases/tag/v2.9.12) - 2026-06-19
 
 ### Fixed

README.md

@@ -135,14 +135,14 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T
 ## 2. Repository Metrics and Evolution
 
 ### 2.1. The "Heart" of Nubenetes
-(Stats as of 2026-06-19)
+(Stats as of 2026-06-20)
 
 <!-- HEART_STATS_START -->
 | Metric | Value |
 | :--- | :--- |
 | **Total Technical Resources (Links)** | **18647+** |
 | **Specialized MD Pages** | **162** |
-| **Total Commits** | **6186+** |
+| **Total Commits** | **6292+** |
 | **Primary AI Engine** | **Google Gemini (Agentic)** |
 <!-- HEART_STATS_END -->
 
@@ -180,7 +180,7 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem.
 | 6 | 2023 | 30 | 123 | Maintenance & Refinement |
 | 7 | 2024 | 53 | 218 | Curation Strategy Pivot |
 | 8 | 2025 | 5 | 20 | Stability & Research Phase |
-| 9 | 2026 | 2627 | 10,849 | **Agentic AI Surge** (May 2026 Inception) |
+| 9 | 2026 | 2733 | 11,287 | **Agentic AI Surge** (May 2026 Inception) |
 <!-- ANNUAL_GROWTH_END -->
 
 <!-- ANNUAL_CHART_START -->
@@ -195,9 +195,9 @@ config:
 xychart-beta
     title "Nubenetes Annual Growth Metrics (2018–2026)"
     x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"]
-    y-axis "Volume (Commits / Estimated New Refs)" 0 --> 11000
-    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 10849]
-    bar [350, 142, 2046, 531, 402, 30, 53, 5, 2627]
+    y-axis "Volume (Commits / Estimated New Refs)" 0 --> 12000
+    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 11287]
+    bar [350, 142, 2046, 531, 402, 30, 53, 5, 2733]
 ```
 <!-- ANNUAL_CHART_END -->
 
@@ -207,7 +207,7 @@ xychart-beta
 | :--- | :---: | :---: | :--- |
 | 2026-04 | 25 | 103 | Active Curation |
 | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** |
-| 2026-06 | 501 | 2,069 | Active Curation |
+| 2026-06 | 607 | 2,506 | Active Curation |
 <!-- MONTHLY_SURGE_END -->
 
 ### 2.4. Content Distribution and Semantic Clustering
@@ -350,9 +350,9 @@ Nubenetes partitions AI Agent tasks between the automated cloud pipeline and loc
 
 ```mermaid
 graph TD
-    A["awesome-kubernetes Repository"] --> B["GEMINI.md<br>(Curation & Data Mandates)"]
-    A --> C[".gemini/skills/awesome-kubernetes-ops/SKILL.md<br>(Local Dev Operations Guide)"]
-    
+    A["awesome-kubernetes Repository"] --> B["GEMINI.md<br>(Curation and Data Mandates)"]
+    A --> C[".gemini/skills/<br>awesome-kubernetes-ops/SKILL.md<br>(Local Dev Operations Guide)"]
+
     B --> D["Cloud Automation<br>(GitHub Actions runner)"]
     B --> E["Local Workspace<br>(Antigravity Coding Session)"]
     
@@ -443,6 +443,15 @@ The V2 portal includes an **AI-powered Intelligence Digest** system that surface
 - **Clean URLs enforced**: Both V1 and V2 use `use_directory_urls: true` producing SEO-friendly URLs (e.g., `/kubernetes/` not `/kubernetes.html`).
 - **Offline plugin permanently removed**: The MkDocs `offline` plugin forces `.html` suffixes on all URLs, breaking thousands of existing deep-links and SEO authority. It is explicitly forbidden in both `CLAUDE.md` and `GEMINI.md` mandates.
 
+#### V2 Home Restructure and SEO (v2.9.16–v2.9.20)
+- **Category-first landing page**: The home leads with the dynamic **Trending Now / Intelligence Digest**, followed by the signature YouTube mosaic (now framed under a *"The Cloud Native Universe We Track"* heading with **visible per-group category labels** and `loading="lazy"` on its ~150 logos).
+- **Topic Map page** ([`topic-map.md`](v2-docs/topic-map.md)): The complete category directory grouped by strategic dimension in a **responsive multi-column CSS grid**, with a **per-category resource count** derived from a recursive walk of each category's link tree. Replaces the long flat "Strategic Dimensions" list that previously bloated the home.
+- **Methodology page** ([`methodology.md`](v2-docs/methodology.md)): The Maturity Taxonomy and Technical Impact (star-score) legend tables, moved off the home into a dedicated reference page.
+- **Per-page "Last update" dates**: The `git-revision-date-localized` plugin surfaces a real last-modified date on every page (freshness signal for SEO and readers); the deploy checkout uses `fetch-depth: 0` for full history.
+- **JSON-LD structured data**: schema.org `WebSite` (with a sitelinks `SearchAction`) + publishing `Organization` markup injected via `docs/overrides/main.html` for richer search results.
+- **Branded 404 page** and **privacy-friendly video embeds** (`youtube-nocookie.com` + lazy-loading + responsive `aspect-ratio` wrapper).
+- **Deterministic generated artifacts**: the RSS feed's `lastBuildDate` derives from item content dates (not wall-clock), and the PR Guardian no longer auto-formats the generated `v2-docs/` tree — both eliminating spurious `develop ↔ master` churn.
+
 ### 5.3. Architecture Comparison Matrix: V1 vs. V2
 To better understand the dual-nature of the project, the following matrix details the technical and philosophical differences between the two editions:
 
@@ -550,6 +559,41 @@ To guarantee backward compatibility and Git efficiency, the system operates on a
 *   **Structural Intelligence**: `hierarchy` (Recursive JSON list), `tags` (JSON list), `v1_locations`, `v2_locations`, `youtube_mosaic` (JSON dict).
 *   **Platinum Lifecycle**: `content_hash` (SHA256 fingerprint), `health_score` (0-100), `source_provenance`, `social_preview_url`, `mentions_count`, `addition_method`.
 
+#### 6.1.3. Database Architecture Diagram (YAML + SQLite Coexistence)
+The following diagram details the dual-format storage engine: the flat `inventory.sql` text file is the Git source of truth, compiled into an in-memory SQLite database at runtime for relational queries, then decompiled back on save and mirrored to `inventory.yaml` for backward-compatible, high-speed parsing.
+
+<details><summary>🗺️ <b>View Database Architecture Diagram</b></summary>
+
+```mermaid
+graph TD
+    subgraph GIT["Git Source of Truth (versioned · 1 line per resource)"]
+        SQL["data/inventory.sql<br/>flat SQL text"]
+        YAML["data/inventory.yaml<br/>backward-compatible mirror"]
+    end
+
+    SQL -->|"compile on load"| MEM[("In-memory SQLite<br/>relational schema + SQL queries")]
+    MEM -->|"iterdump() on save"| SQL
+    MEM -->|"dual-save sync"| YAML
+    YAML -->|"CSafeLoader / CSafeDumper<br/>native C speed (10-20x)"| PARSE["Python consumers<br/>v2_optimizer · reorganize_mosaic<br/>safety_guard"]
+    AI["Gemini AI agents"] -->|"JSON messages in / out"| MEM
+
+    subgraph SCHEMA["Per-resource record — url = Primary Key"]
+        CORE["Core<br/>title · year · stars 0-5<br/>description V1 · ai_summary V2 · category"]
+        STRUCT["Structural<br/>hierarchy JSON · tags JSON<br/>v1/v2_locations · youtube_mosaic JSON"]
+        PLAT["Platinum lifecycle<br/>content_hash SHA256 · health_score<br/>discovered_at · last_ai_eval · addition_method"]
+    end
+
+    MEM -.->|"defines"| CORE
+    MEM -.->|"defines"| STRUCT
+    MEM -.->|"defines"| PLAT
+
+    style SQL fill:#bbf,stroke:#333,stroke-width:2px
+    style MEM fill:#f96,stroke:#333,stroke-width:2px
+    style YAML fill:#86efac,stroke:#333,stroke-width:2px
+```
+
+</details>
+
 ### 6.2. The 'Database-First' Reasoning Protocol (Zero-Redundancy)
 To maximize economic efficiency and maintain the **30-minute execution standard**, all AI agents follow a **Database-First** and **Zero-Redundancy** protocol:
 1.  **Local Lookup**: Before initiating any Gemini call, the agent queries the compiled SQLite/SQL database to see if the URL is already indexed.
@@ -561,7 +605,48 @@ To maximize economic efficiency and maintain the **30-minute execution standard*
 7.  **Mandatory Persistence**: Modified databases are automatically injected into Pull Requests, ensuring that "System Memory" is version-controlled and shared across all workflows.
 
 ### 6.3. Database Lifecycle and Hygiene
-To maintain a high-performance "Single Source of Truth", Nubenetes implements automated hygiene protocols:
+To maintain a high-performance "Single Source of Truth", Nubenetes implements automated hygiene protocols. The diagram below traces a resource's full lifecycle — from autonomous discovery and ingestion, through incremental (cached) maintenance and enrichment, to rendering and deployment — with continuous background garbage collection.
+
+<details><summary>🗺️ <b>View Full Data Lifecycle Diagram</b></summary>
+
+```mermaid
+graph TD
+    subgraph S1["1 · Discovery and Ingestion"]
+        SRC["X.com · RSS · GitHub Trending<br/>autonomous source discovery"] --> CUR["Agentic Curator<br/>dedup · vaporware filter · scoring"]
+    end
+    CUR -->|"new resources"| DB[("Unified DB<br/>inventory.sql + inventory.yaml")]
+
+    subgraph S2["2 · Maintenance and Enrichment (incremental + cached)"]
+        HEALTH["Health Monitor<br/>200 OK · rescue 404s"]
+        META["Metadata Engine<br/>GitHub stars · license · CNCF status"]
+        AIEVAL["AI Curator<br/>summary · hierarchy · tags · debate"]
+        DRIFT["Drift and Staleness<br/>SHA256 · re-eval after 6 months"]
+    end
+    DB <--> HEALTH
+    DB <--> META
+    DB <--> AIEVAL
+    DB <--> DRIFT
+
+    subgraph S3["3 · Render"]
+        DB -->|"surgical line edits"| V1["V1 Archive<br/>docs/"]
+        DB -->|"elite selection + rebuild"| V2["V2 Portal<br/>v2-docs/"]
+        DB --> AUX["RSS feed · digest<br/>README metrics"]
+    end
+
+    subgraph S4["4 · Publish and Deploy"]
+        V1 --> REL["develop → master<br/>tag + GitHub Release"]
+        V2 --> REL
+        REL --> PAGES["Native GH Pages<br/>nubenetes.com"]
+    end
+
+    GC["Bi-monthly GC<br/>orphan pruning · audit log"] -.->|"hygiene"| DB
+
+    style DB fill:#f96,stroke:#333,stroke-width:2px
+    style PAGES fill:#86efac,stroke:#333,stroke-width:2px
+```
+
+</details>
+
 - **Universal Rescue Protocol (The Resurrection Rule)**: For ALL technical resources, the engine refuses to delete a link immediately upon a 404 or generic redirect. Instead, it triggers a "Technical Resurrection" cycle using **Real-time Web Grounding** to identify specific paths on destination domains. This is essential for preserving legendary content during massive corporate site migrations (e.g., **Nginx** to **F5**, or the **Ansible Blog** move to personal domains).
 - **High-Value Preservation (The 'Review Required' Rule)**: Resources identified as **High-Value** (marked with 🌟 or bold formatting) are exempt from automatic deletion. If rescue fails, they are marked as `status: review_required` for manual verification, ensuring no significant technical assets are lost during autonomous cleaning.
 
@@ -761,10 +846,10 @@ graph TD
     end
 
     subgraph "Agentic Tiering and Debate (Multi-Agent)"
-        AA["Analyst Agent (Flash)"]
-        AV["Auditor Agent (Pro)"]
-        MCP[["MCP Grounding (Search)"]]
-        DBT["Consensus and Debate (Flash and Pro)"]
+        AA["Analyst Agent<br/>(Flash)"]
+        AV["Auditor Agent<br/>(Pro)"]
+        MCP[["MCP Grounding<br/>(Search)"]]
+        DBT["Consensus and Debate<br/>(Flash and Pro)"]
     end
 
     AC -->|"Raw Discovery"| AA
@@ -876,19 +961,19 @@ To eliminate individual LLM rating bias, resolve borderline cases, and prevent a
 
 ```mermaid
 graph TD
-    A["New Resource Found"] --> FP["Fast-Pass Evaluator (Flash)"]
-    FP -->|Confident Score Outside 60-75| G["Accept / Reject Directly"]
-    FP -->|Borderline Score 60-75| B["Persona 1: Security Architect"]
-    FP -->|Borderline Score 60-75| C["Persona 2: Cloud Native SRE"]
-    FP -->|Borderline Score 60-75| D["Persona 3: AI Platform Engineer"]
-    B --> E["Independent expert Evaluations"]
+    A["New Resource Found"] --> FP["Fast-Pass Evaluator<br/>(Flash)"]
+    FP -->|Confident Score Outside 60-75| G["Accept /<br/>Reject Directly"]
+    FP -->|Borderline Score 60-75| B["Persona 1:<br/>Security Architect"]
+    FP -->|Borderline Score 60-75| C["Persona 2:<br/>Cloud Native SRE"]
+    FP -->|Borderline Score 60-75| D["Persona 3:<br/>AI Platform Engineer"]
+    B --> E["Independent Expert<br/>Evaluations"]
     C --> E
     D --> E
-    E -->|Expert Scores Diverge >= 15 points| F["Trigger Debate Round"]
+    E -->|Expert Scores Diverge >= 15 points| F["Trigger<br/>Debate Round"]
     E -->|Expert Scores Converge| G
-    F --> H["Round-Robin Discussion: Argue Pros and Cons"]
-    H --> I["Consensus Reached and Final Score Assigned"]
-    I --> J["Save Decision to Persistent Memory JSON"]
+    F --> H["Round-Robin Discussion:<br/>Argue Pros and Cons"]
+    H --> I["Consensus Reached and<br/>Final Score Assigned"]
+    I --> J["Save Decision to<br/>Persistent Memory JSON"]
     G --> J
 ```
 
@@ -1079,11 +1164,10 @@ graph LR
     B --> D["V2 Vision Engine"]
     B --> Z["README Sync"]
     D --> E["V2 Update (develop)"]
-    M["Sync to 'master'"] --> C["Pip Cache & CI/CD Build"]
+    M["Sync to 'master'"] --> C["Pip Cache and<br/>CI/CD Build"]
     C --> F["Upload Pages Artifact"]
-    F --> G["Native Deploy: V1 (Root/SEO), V2 (/v2/), V1 Fallback (/v1/)"]
-    G --> H["Inject Root Redirect to /v2/"]
-    Z --> B
+    F --> G["Native Deploy:<br/>V1 (Root/SEO) · V2 (/v2/)<br/>· V1 Fallback (/v1/)"]
+    G --> H["Inject Root<br/>Redirect to /v2/"]
     Z --> B
 ```
 

data/news_digest.json

@@ -2697,7 +2697,7 @@
         "date": "2026-06-01",
         "stars": 5,
         "impact": "critical",
-        "why": "Argo CD is the absolute industry-standard GitOps engine for Kubernetes, driving declarative, pull-based continuous delivery across enterprise platforms.",
+        "why": "Argo CD remains the absolute industry standard for pull-based GitOps reconciliation and continuous delivery on Kubernetes.",
         "category": "CI/CD & GitOps"
       },
       {
@@ -2706,7 +2706,7 @@
         "date": "2026-06-13",
         "stars": 5,
         "impact": "critical",
-        "why": "As a CNCF graduated project, Flux v2 provides the vital decoupled controller architecture needed for high-scale, parallel GitOps reconciliation.",
+        "why": "Flux v2 is a foundational, graduated CNCF GitOps engine engineered specifically for highly decoupled, parallel cluster synchronization.",
         "category": "CI/CD & GitOps"
       },
       {
@@ -2715,16 +2715,7 @@
         "date": "2026-06-14",
         "stars": 5,
         "impact": "critical",
-        "why": "Dagger introduces a major paradigm shift by replacing complex YAML pipelines with portable, multi-language code executed natively on BuildKit.",
-        "category": "CI/CD & GitOps"
-      },
-      {
-        "url": "https://github.com/flux-iac/tofu-controller",
-        "title": "github.com/flux-iac/tofu-controller",
-        "date": "2026-06-08",
-        "stars": 5,
-        "impact": "high",
-        "why": "The Tofu-controller secures GitOps continuity for modern infrastructure by enabling native, declarative reconciliation of OpenTofu and Terraform resources.",
+        "why": "Dagger represents a major paradigm shift in CI/CD, replacing fragile YAML/Bash scripts with portable pipelines written in standard languages and executed via BuildKit.",
         "category": "CI/CD & GitOps"
       },
       {
@@ -2732,8 +2723,8 @@
         "title": "Helm",
         "date": "2026-06-14",
         "stars": 5,
-        "impact": "critical",
-        "why": "Helm is the indispensable de facto package manager for Kubernetes, essential for template structuring, dependency management, and application lifecycle control.",
+        "impact": "high",
+        "why": "Helm is the undisputed standard package manager for Kubernetes, serving as a critical packaging cornerstone for modern GitOps engines.",
         "category": "CI/CD & GitOps"
       },
       {
@@ -2742,16 +2733,34 @@
         "date": "2026-06-14",
         "stars": 5,
         "impact": "high",
-        "why": "Tekton Pipelines offers a highly scalable, Kubernetes-native CI/CD framework that runs builds within isolated task-oriented containers.",
+        "why": "Tekton provides the standard cloud-native CI/CD framework using Kubernetes-native Custom Resource Definitions for structured, scalable task execution.",
         "category": "CI/CD & GitOps"
       },
       {
-        "url": "https://github.com/argoproj/argo-cd/pull/26601",
-        "title": "feat(ui): Add AppSet to Application Resource Tree in Argo CD",
-        "date": "2026-06-14",
+        "url": "https://github.com/flux-iac/tofu-controller",
+        "title": "github.com/flux-iac/tofu-controller",
+        "date": "2026-06-08",
         "stars": 5,
         "impact": "high",
-        "why": "This Argo CD feature significantly improves multi-tenant operations by visualizing complex nested ApplicationSet topologies directly in the dashboard UI.",
+        "why": "The OpenTofu controller natively extends GitOps synchronization paradigms beyond Kubernetes manifests to cloud infrastructure resources.",
+        "category": "CI/CD & GitOps"
+      },
+      {
+        "url": "https://www.jenkins.io/projects/jcasc",
+        "title": "Jenkins Configuration as Code",
+        "date": "2025-06-01",
+        "stars": 5,
+        "impact": "high",
+        "why": "Jenkins Configuration as Code (JCasC) provides a critical production-ready path to manage legacy CI infrastructure under modern GitOps and declarative paradigms.",
+        "category": "CI/CD & GitOps"
+      },
+      {
+        "url": "https://github.com/kubernetes/test-infra/tree/master/prow",
+        "title": "Prow",
+        "date": "2026-06-13",
+        "stars": 5,
+        "impact": "high",
+        "why": "Prow is the leading cloud-native CI/CD platform engineered to handle massive-scale, decentralized, event-driven repository governance.",
         "category": "CI/CD & GitOps"
       },
       {
@@ -2760,25 +2769,16 @@
         "date": "2026-06-14",
         "stars": 5,
         "impact": "high",
-        "why": "Glasskube is a next-generation, Go-based Kubernetes package manager that simplifies automated updates and dependency management for cloud-native tools.",
+        "why": "Glasskube represents a major technical novelty as a next-generation Kubernetes package manager designed to simplify dependency management and upgrades over traditional Helm.",
         "category": "CI/CD & GitOps"
       },
       {
-        "url": "https://nubenetes.com/keptn",
-        "title": "Keptn",
+        "url": "https://github.com/argoproj/argo-cd/pull/26601",
+        "title": "feat(ui): Add AppSet to Application Resource Tree in Argo CD",
         "date": "2026-06-14",
-        "stars": 4,
-        "impact": "high",
-        "why": "Keptn bridges CD and observability by orchestrating cloud-native lifecycles using strict SLO-based quality gates and automated canary promotions.",
-        "category": "CI/CD & GitOps"
-      },
-      {
-        "url": "https://github.com/onedr0p/cluster-template",
-        "title": "github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed by Flux",
-        "date": "2026-06-13",
         "stars": 5,
         "impact": "medium",
-        "why": "This production-grade repository template sets a modern community standard for bootstrapping and managing edge K3s clusters utilizing Flux GitOps.",
+        "why": "This Argo CD enhancement directly improves enterprise observability for multi-tenant topologies by natively mapping ApplicationSets in the dashboard UI.",
         "category": "CI/CD & GitOps"
       }
     ],
@@ -7150,9 +7150,9 @@
         "method": "gemini"
       },
       "CI/CD & GitOps": {
-        "last_analyzed": "2026-06-19T14:47:22.191040+02:00",
-        "entry_hash": "c59a6d40189d662a",
-        "entry_count": 445,
+        "last_analyzed": "2026-06-19T19:39:36.131298+02:00",
+        "entry_hash": "c4997cc637c23d35",
+        "entry_count": 444,
         "method": "gemini"
       },
       "Python, Java & Developer Ecosystem": {
@@ -7440,6 +7440,6 @@
         "method": "fallback_small"
       }
     },
-    "last_updated": "2026-06-19T16:38:21.993641+02:00"
+    "last_updated": "2026-06-20T13:55:10.360876+02:00"
   }
 }

docs/overrides/404.html

@@ -0,0 +1,23 @@
+{% extends "main.html" %}
+
+<!--
+  Branded 404. The portal cares about deep-link stability (see CLAUDE.md URL
+  policy), so a dead link lands on a helpful page with clear ways back rather
+  than the theme's bare "404 - Not found". Shared by V1 and V2 (custom_dir is
+  docs/overrides for both), so styling is self-contained and links are root-relative.
+-->
+{% block content %}
+<div style="text-align:center; max-width:42rem; margin:3rem auto; padding:0 1rem;">
+  <p style="font-size:6rem; font-weight:700; line-height:1; margin:0; opacity:0.15;">404</p>
+  <h1 style="margin-top:0.5rem;">This page took a wrong turn</h1>
+  <p style="font-size:0.9rem; opacity:0.8;">
+    The resource you are looking for may have moved or never existed. Use the
+    search at the top, or jump back to a known starting point below.
+  </p>
+  <div style="display:flex; gap:0.75rem; justify-content:center; flex-wrap:wrap; margin-top:1.5rem;">
+    <a href="/" class="md-button md-button--primary">🏠 Home</a>
+    <a href="/topic-map/" class="md-button">🗺️ Topic Map</a>
+    <a href="/v1/" class="md-button">📚 V1 Archive</a>
+  </div>
+</div>
+{% endblock %}

docs/overrides/main.html

@@ -3,3 +3,80 @@
 {% block announce %}
   <strong>New:</strong> <a href="./tech-digest/">Intelligence Digest</a> — AI-curated trending resources across 26 categories
 {% endblock %}
+
+{#-
+  JSON-LD structured data (schema.org) for richer search results: declares the
+  WebSite (with a sitelinks SearchAction) and the publishing Organization.
+  Only the V2 portal uses this overrides dir (custom_dir: docs/overrides), so
+  this injects on the canonical nubenetes.com root; V1 uses the stock theme.
+-#}
+{% block extrahead %}
+  {{ super() }}
+  <script type="application/ld+json">
+  {
+    "@context": "https://schema.org",
+    "@graph": [
+      {
+        "@type": "WebSite",
+        "@id": "https://nubenetes.com/#website",
+        "url": "https://nubenetes.com/",
+        "name": "Nubenetes",
+        "description": "AI-curated portal for the modern Cloud Native ecosystem: high-density, ranked selection of top-tier Kubernetes, DevOps and Cloud resources.",
+        "publisher": { "@id": "https://nubenetes.com/#organization" },
+        "potentialAction": {
+          "@type": "SearchAction",
+          "target": {
+            "@type": "EntryPoint",
+            "urlTemplate": "https://nubenetes.com/?q={search_term_string}"
+          },
+          "query-input": "required name=search_term_string"
+        }
+      },
+      {
+        "@type": "Organization",
+        "@id": "https://nubenetes.com/#organization",
+        "name": "Nubenetes",
+        "url": "https://nubenetes.com/",
+        "logo": {
+          "@type": "ImageObject",
+          "url": "https://nubenetes.com/images/favicon-ultra.png"
+        },
+        "sameAs": [
+          "https://github.com/nubenetes/awesome-kubernetes",
+          "https://twitter.com/nubenetes",
+          "https://www.linkedin.com/groups/1937212/"
+        ]
+      }
+    ]
+  }
+  </script>
+  {#-
+    Per-page structured data: a CollectionPage (each V2 page is a curated
+    collection of resources) tied to the WebSite/Organization above, with
+    datePublished / dateModified fed by the git-revision-date plugin. Enables
+    richer search results. Skipped on the homepage (already the WebSite entity).
+  -#}
+  {% if page and not page.is_homepage and page.canonical_url %}
+  <script type="application/ld+json">
+  {
+    "@context": "https://schema.org",
+    "@type": "CollectionPage",
+    "@id": {{ (page.canonical_url ~ "#webpage") | tojson }},
+    "url": {{ page.canonical_url | tojson }},
+    "name": {{ (page.title or config.site_name) | tojson }},
+    "isPartOf": { "@id": "https://nubenetes.com/#website" },
+    "publisher": { "@id": "https://nubenetes.com/#organization" },
+    "inLanguage": "en"
+    {%- if page.meta and page.meta.description %},
+    "description": {{ page.meta.description | tojson }}
+    {%- endif %}
+    {%- if page.meta and page.meta.git_creation_date_localized_raw_iso_date %},
+    "datePublished": {{ page.meta.git_creation_date_localized_raw_iso_date | tojson }}
+    {%- endif %}
+    {%- if page.meta and page.meta.git_revision_date_localized_raw_iso_date %},
+    "dateModified": {{ page.meta.git_revision_date_localized_raw_iso_date | tojson }}
+    {%- endif %}
+  }
+  </script>
+  {% endif %}
+{% endblock %}

docs/static/v2_elite.css

@@ -1185,6 +1185,106 @@ input[type="text"] {
   color: #09090b;
 }
 
+/* ===================================================================
+   v2.9.16 — Home restructure: hero badge row, Topic Map grid,
+   mosaic labels, responsive video embeds
+   =================================================================== */
+
+/* Hero badge row (was an inline flexbox style on the index) */
+.hero-badge-row {
+  display: flex;
+  justify-content: center;
+  gap: 24px;
+  margin: 16px 0;
+  flex-wrap: wrap;
+}
+
+/* Indigo accent for the new Topic Map badge card */
+.hero-badge-card--indigo {
+  border-color: rgba(99, 102, 241, 0.2);
+  background: rgba(99, 102, 241, 0.02);
+}
+.hero-badge-card--indigo:hover {
+  background: rgba(99, 102, 241, 0.06) !important;
+  box-shadow: 0 8px 24px rgba(99, 102, 241, 0.18);
+  border-color: #6366f1 !important;
+}
+
+/* Topic Map: full category directory as a multi-column grid.
+   CSS columns flow the per-dimension sections into 3 (then 2, then 1)
+   columns; break-inside keeps a dimension block intact across columns. */
+.topic-map-grid {
+  column-count: 3;
+  column-gap: 2.5rem;
+  margin-top: 1.5rem;
+}
+.topic-map-dim {
+  break-inside: avoid;
+  -webkit-column-break-inside: avoid;
+  page-break-inside: avoid;
+  display: inline-block; /* helps WebKit honor break-inside */
+  width: 100%;
+  margin: 0 0 1.4rem;
+}
+.topic-map-dim h2 {
+  margin-top: 0;
+  font-size: 1.05rem;
+}
+.topic-map-dim ul {
+  margin-top: 0.3rem;
+}
+.topic-count {
+  display: inline-block;
+  margin-left: 0.35rem;
+  padding: 0 0.45rem;
+  font-size: 0.68rem;
+  font-weight: 600;
+  line-height: 1.4;
+  border-radius: 10px;
+  color: var(--md-default-fg-color--light);
+  background: var(--md-default-fg-color--lightest);
+  vertical-align: middle;
+}
+@media screen and (max-width: 76.1875em) {
+  .topic-map-grid { column-count: 2; }
+}
+@media screen and (max-width: 44.9375em) {
+  .topic-map-grid { column-count: 1; }
+}
+
+/* Visible label for each YouTube mosaic category block (was hidden in title=) */
+.mosaic-cat-label {
+  margin: 0 0 0.5rem;
+  padding-left: 0.55rem;
+  border-left: 3px solid var(--cat-color, #64748b);
+  font-size: 0.72rem;
+  font-weight: 700;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  color: var(--md-default-fg-color--light);
+  text-align: left;
+}
+
+/* Responsive, privacy-friendly video embeds (about page) */
+.video-embed-grid {
+  display: flex;
+  justify-content: center;
+  gap: 16px;
+  flex-wrap: wrap;
+  margin: 24px 0;
+}
+.video-embed {
+  flex: 1 1 420px;
+  max-width: 480px;
+  aspect-ratio: 16 / 9;
+}
+.video-embed iframe {
+  width: 100%;
+  height: 100%;
+  border: 0;
+  border-radius: 8px;
+}
+
 
 
 

docs/static/v2_filter.js

@@ -27,7 +27,13 @@
             h1.textContent.includes("Nubenetes Elite Portal (V2)") ||
             h1.textContent.includes("Agentic Video Hub") ||
             h1.textContent.includes("Technical Tags Index") ||
-            h1.textContent.includes("Intelligence Digest")
+            h1.textContent.includes("Intelligence Digest") ||
+            // Topic Map / Methodology list categories and legend rows, not
+            // tagged resources: their <li> items carry no .md-tag, so the
+            // maturity pills would always filter to zero and the "X of Y
+            // resources" count is misleading. Skip them.
+            h1.textContent.includes("Topic Map") ||
+            h1.textContent.includes("Methodology")
         )) {
             return;
         }

requirements.txt

@@ -5,3 +5,4 @@ youtube-transcript-api
 mkdocs-redirects>=1.2.3
 mkdocs-minify-plugin>=0.8.0
 mkdocs-rss-plugin>=1.15.0
+mkdocs-git-revision-date-localized-plugin>=1.3.0

src/pr_guardian.py

@@ -95,7 +95,13 @@ def main():
         files = pr.get_files()
         modified_files = [f.filename for f in files if f.status in ["modified", "added"]]
         for filepath in modified_files:
-            if filepath.endswith(".md"):
+            # The v2-docs/ tree is generated by src/v2_optimizer.py, which is its
+            # single source of truth for formatting. Auto-formatting it here
+            # ("&"->"and" in headings, URL trailing-slash stripping) only fights
+            # the generator: the rewrite lands on develop via the PR while master
+            # gets the generator's raw form via release merges, producing a
+            # perpetual cosmetic develop<->master drift. Skip the generated tree.
+            if filepath.endswith(".md") and not filepath.startswith("v2-docs/"):
                 auto_format_file(filepath)
     except Exception as e:
         print(f"Warning: Failed to fetch files for auto-formatting: {e}")

src/reorganize_mosaic.py

@@ -60,13 +60,17 @@ def build_v2_mosaic_markdown_from_channels(channels):
         cat_chans.sort(key=lambda x: x['order_v2'])
         
         # Open category block container
-        lines.append(f'<div markdown="1" style="border: 1px solid {cat_info["color"]}; border-radius: 8px; padding: 10px; margin: 8px 0; background: rgba(255, 255, 255, 0.01);" title="{cat_info["name"]}">')
+        lines.append(f'<div markdown="1" class="mosaic-cat-block" style="border: 1px solid {cat_info["color"]}; border-radius: 8px; padding: 10px; margin: 8px 0; background: rgba(255, 255, 255, 0.01);" title="{cat_info["name"]}">')
         lines.append('') # Mandatory blank line after block tag
-        
-        # Channel links
+
+        # Visible category label (previously only exposed via the hidden title= tooltip)
+        lines.append(f'<p class="mosaic-cat-label" style="--cat-color: {cat_info["color"]}">{cat_info["name"]}</p>')
+        lines.append('')
+
+        # Channel links (loading="lazy" — ~150 logos, almost all below the fold)
         chan_links = []
         for chan in cat_chans:
-            chan_links.append(f"[![{chan['title']}]({chan['image']}){{: style=\"width:48px; height:48px; object-fit:contain; margin:6px;\" .channel-logo}}]({chan['url']})")
+            chan_links.append(f"[![{chan['title']}]({chan['image']}){{: style=\"width:48px; height:48px; object-fit:contain; margin:6px;\" loading=\"lazy\" .channel-logo}}]({chan['url']})")
         
         lines.append(" ".join(chan_links))
         lines.append('')

src/rss_generator.py

@@ -61,7 +61,28 @@ def generate_rss() -> None:
     )
     items = items[:ITEMS_PER_FEED]
 
-    build_date = _rfc822(datetime.utcnow())
+    # Deterministic build date = the freshest item's content date, so the feed
+    # is a pure function of its items. (This used wall-clock now() — rewritten on
+    # every republish — then _meta.last_updated, but that analysis timestamp is
+    # itself bumped on each publish even when the ranked content is unchanged, so
+    # the feed still drifted between develop and master. The item dates only move
+    # when the content actually changes.) Falls back to _meta.last_updated, then
+    # a fixed constant, only when no item carries a parseable date.
+    item_dates = []
+    for _it in items:
+        try:
+            item_dates.append(datetime.strptime(_it.get("date", ""), "%Y-%m-%d"))
+        except Exception:
+            pass
+    if item_dates:
+        build_dt = max(item_dates)
+    else:
+        meta_updated = digest.get("_meta", {}).get("last_updated", "")
+        try:
+            build_dt = datetime.fromisoformat(meta_updated) if meta_updated else datetime(2026, 1, 1)
+        except Exception:
+            build_dt = datetime(2026, 1, 1)
+    build_date = _rfc822(build_dt)
 
     lines = [
         '<?xml version="1.0" encoding="UTF-8"?>',

src/v2_optimizer.py

@@ -169,7 +169,7 @@ class V2VisionEngine:
         
         # --- SURGICAL GARBAGE COLLECTION ---
         # Track every file we generate
-        generated_files = {"index.md", "audit-log.md", "videos.md", "tags.md", "tech-digest.md", "industry-digest.md"}
+        generated_files = {"index.md", "audit-log.md", "videos.md", "tags.md", "tech-digest.md", "industry-digest.md", "topic-map.md", "methodology.md"}
         for f_name in v2_data.keys():
             generated_files.add(f_name)
 
@@ -971,14 +971,21 @@ class V2VisionEngine:
             md += f"# {title}\n\n"
             md += "!!! tip \"Nubenetes Intelligence Digest\"\n"
             md += "    AI-curated ranking of the most impactful resources, updated monthly.\n\n"
-            for period_key, period_label in period_labels.items():
-                md += f'=== "{period_label}"\n\n'
-                period_data = digest_data.get(period_key, {})
-                for cat in categories:
-                    items = period_data.get(cat, [])
+            # Category-first layout: each category is a real H2 heading (at column 0)
+            # so it appears exactly once in the MkDocs Material right-hand "On this page"
+            # TOC, with the three time-windows as content tabs *inside* the category.
+            # (The previous period-first layout nested categories as bold text inside
+            # tabs, which produced no TOC entries and tripped MD023 on indented headings.)
+            for cat in categories:
+                # Skip categories with no ranked items in any time window.
+                if not any(digest_data.get(pk, {}).get(cat) for pk in period_labels):
+                    continue
+                md += f"## {cat}\n\n"
+                for period_key, period_label in period_labels.items():
+                    items = digest_data.get(period_key, {}).get(cat, [])
                     if not items:
                         continue
-                    md += f"    **{cat}**\n\n"
+                    md += f'=== "{period_label}"\n\n'
                     md += "    | Date | Resource | Impact | Why It Matters |\n"
                     md += "    | :--- | :--- | :---: | :--- |\n"
                     for item in items:
@@ -1106,7 +1113,8 @@ class V2VisionEngine:
             "    </div>\n"
             "  </a>\n"
             "</div>\n\n"
-            "<div style=\"display: flex; justify-content: center; gap: 24px; margin: 16px 0; flex-wrap: wrap;\">\n"
+            "## Explore the Ecosystem\n\n"
+            "<div class=\"hero-badge-row\">\n"
             "  <a href=\"./kubernetes/\" style=\"text-decoration: none; color: inherit; display: block;\">\n"
             "    <div class=\"hero-badge-card hero-badge-card--cyan\">\n"
             "      <img src=\"/images/kubernetes_logo.png\" alt=\"Kubernetes\"/>\n"
@@ -1135,6 +1143,13 @@ class V2VisionEngine:
             "      <div class=\"hero-badge-subtitle\">Architect Video Library</div>\n"
             "    </div>\n"
             "  </a>\n"
+            "  <a href=\"./topic-map/\" style=\"text-decoration: none; color: inherit; display: block;\">\n"
+            "    <div class=\"hero-badge-card hero-badge-card--indigo\">\n"
+            "      <div class=\"hero-badge-icon\">🗺️</div>\n"
+            "      <div class=\"hero-badge-title\">Topic Map</div>\n"
+            "      <div class=\"hero-badge-subtitle\">All Categories · Directory</div>\n"
+            "    </div>\n"
+            "  </a>\n"
             "  <a href=\"./introduction/\" style=\"text-decoration: none; color: inherit; display: block;\">\n"
             "    <div class=\"hero-badge-card hero-badge-card--teal\">\n"
             "      <img src=\"/images/hero-car.png\" alt=\"Nubenetes Car\"/>\n"
@@ -1147,26 +1162,71 @@ class V2VisionEngine:
             "    The V2 Edition is a curated, high-density version of the Nubenetes archive. Using **Agentic AI Orchestration**, "
             "the system selects only the most relevant, stable, and impactful resources for the modern Cloud Native ecosystem (2026 and beyond).\n\n"
             f"{coverage_info}\n\n"
-            f"<center markdown=\"1\">\n{mosaic_html}\n</center>\n\n"
+            # Altitude fix: surface the fresh, dynamic Trending/Digest BEFORE the
+            # signature YouTube mosaic (which now closes the page as a brand showcase).
+            "## Trending Now\n\n"
             f"{pulse_md}\n\n"
-            "## Strategic Dimensions\n"
-            "- **[🎥 Agentic Video Hub (Architectural Summary)](./videos/index.md)**\n\n"
+            "## The Cloud Native Universe We Track\n\n"
+            f"<center markdown=\"1\">\n{mosaic_html}\n</center>\n\n"
+            "---\n\n"
+            "**Reference:** [🗺️ Full Topic Map](./topic-map/) · "
+            "[📐 Methodology &amp; Maturity Taxonomy](./methodology/) · "
+            "[🎥 Agentic Video Hub](./videos/index.md)\n"
         )
-        
-        # Group by dimension for index
+
+        # Group by dimension (shared by the Topic Map directory page below).
         dim_groups = {}
         for f_name, info in data.items():
             dim_groups.setdefault(info["dim"], []).append(f_name)
-            
-        # Mandate: Use the order defined in self.dimensions for architectural flow
+
+        with open(os.path.join(V2_DIR, "index.md"), "w") as f:
+            f.write(index_md)
+
+        # --- Topic Map: full category directory in a multi-column grid -----------
+        def _count_links(node):
+            total = len(node.get("__links__", []))
+            for k, v in node.items():
+                if k != "__links__" and isinstance(v, dict):
+                    total += _count_links(v)
+            return total
+
+        topic_md = (
+            "---\n"
+            "description: \"The complete Nubenetes V2 directory: every curated Kubernetes, "
+            "Cloud Native and DevOps category by strategic dimension, with resource counts.\"\n"
+            "---\n"
+            "# Topic Map\n\n"
+            "!!! tip \"The complete Nubenetes V2 directory\"\n"
+            "    Every curated category across all strategic dimensions, with the number of "
+            "AI-selected resources in each. Looking for the landing page? Back to the "
+            "[**2026 Vision**](/).\n\n"
+            "<div class=\"topic-map-grid\" markdown=\"1\">\n\n"
+        )
         for dim in self.dimensions.keys():
             if dim in dim_groups:
-                index_md += f"### {dim}\n"
+                topic_md += "<section class=\"topic-map-dim\" markdown=\"1\">\n\n"
+                # h2 (not h3): the page H1 is "Topic Map", so dimensions must
+                # increment by one level (markdownlint MD001). Also gives the
+                # right-hand TOC a clean per-dimension index.
+                topic_md += f"## {dim}\n\n"
                 for f in sorted(dim_groups[dim]):
-                    index_md += f"- **[{data[f]['title']}](./{f})**\n"
-        
-        index_md += (
-            "\n---\n\n"
+                    count = _count_links(data[f]["content"])
+                    topic_md += f"- **[{data[f]['title']}](./{f})** <span class=\"topic-count\">{count}</span>\n"
+                topic_md += "\n</section>\n\n"
+        topic_md += "</div>\n"
+        with open(os.path.join(V2_DIR, "topic-map.md"), "w") as f:
+            f.write(topic_md)
+
+        # --- Methodology: maturity taxonomy + technical impact reference ---------
+        methodology_md = (
+            "---\n"
+            "description: \"How Nubenetes V2 classifies and ranks resources: the maturity "
+            "taxonomy and technical impact (star) scoring used across the Elite portal.\"\n"
+            "---\n"
+            "# Methodology\n\n"
+            "!!! abstract \"How Nubenetes V2 classifies and ranks resources\"\n"
+            "    The reference legends below explain the maturity tags and the technical "
+            "impact (star) scores applied to every resource in the portal.\n\n"
             "## The Maturity Taxonomy\n\n"
             "To ensure industrial-grade precision, every resource in V2 is classified using our proprietary 5-tier maturity system:\n\n"
             "| Tag | Description | Engineering Context |\n"
@@ -1190,7 +1250,7 @@ class V2VisionEngine:
             "| 🌟 | **Reference Only** | Basic documentation or historical reference without major current impact. | Standard Link |\n"
         )
         
-        with open(os.path.join(V2_DIR, "index.md"), "w") as f: f.write(index_md)
+        with open(os.path.join(V2_DIR, "methodology.md"), "w") as f: f.write(methodology_md)
 
         async def render_node(node, depth, base_slug, used_headers, is_intro=False):
             md = ""
@@ -1235,7 +1295,55 @@ class V2VisionEngine:
             used_headers = {info['long_title']} # Mandate 30: MD024 - Pre-populate with H1 to avoid duplicates
             # Formulate V1 counterpart link dynamically
             v1_link = f"/v1/{f_name.replace('.md', '/')}"
+            # Unique per-page SEO meta description (front-matter) so each page no
+            # longer falls back to the identical global site_description. Material
+            # emits it as <meta name="description"> + og:description. Enrich it with
+            # the page's top resource names (long-tail keywords), filtering out
+            # URL/path-like titles for readability; fall back to a clean template.
+            def _collect_links(node, acc):
+                if "__links__" in node:
+                    acc.extend(node["__links__"])
+                for _k, _v in node.items():
+                    if _k != "__links__" and isinstance(_v, dict):
+                        _collect_links(_v, acc)
+                return acc
+            _page_links = _collect_links(info["content"], [])
+            _page_links.sort(key=lambda x: (-(x.get("stars") or 0), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0)))
+            _names, _seen_names = [], set()
+            for _l in _page_links:
+                _nm = nuclear_strip(str(_l.get("title", "")))
+                # Drop emojis/stars and edge punctuation that leak into titles.
+                _nm = re.sub(r'[\U0001F000-\U0001FAFF☀-➿⭐⭕️]', '', _nm)
+                _nm = re.sub(r'\s+', ' ', _nm).strip(" -–—·:|")
+                _low = _nm.lower()
+                if not (3 <= len(_nm) <= 26):
+                    continue
+                if "/" in _nm or "http" in _low or any(d in _low for d in (".com", ".io", ".org", ".net", ".dev", ".sh", ".ai", ".xyz")):
+                    continue
+                if _low in _seen_names:
+                    continue
+                _seen_names.add(_low)
+                _names.append(_nm)
+                if len(_names) >= 2:
+                    break
+            _seo_title = str(info.get('title') or info['long_title'])[:60].strip()
+            if len(_names) >= 2:
+                _seo_desc = (
+                    f"Top {_seo_title} resources for 2026, AI-ranked: {', '.join(_names)} and more "
+                    f"— curated Cloud Native tools, guides and references."
+                )
+            else:
+                _seo_desc = (
+                    f"Curated, AI-ranked {_seo_title} resources for the 2026 Cloud Native "
+                    f"architect: top-tier tools, guides and references ({info['dim']})."
+                )
+            _seo_desc = _seo_desc.replace("\\", " ").replace('"', "'").replace("\n", " ").strip()
+            if len(_seo_desc) > 165:
+                _seo_desc = _seo_desc[:162].rsplit(" ", 1)[0].rstrip(" ,;:—-") + "."
             md = (
+                f"---\n"
+                f"description: \"{_seo_desc}\"\n"
+                f"---\n"
                 f"# {info['long_title']}\n\n"
                 f"!!! tip \"Nubenetes V2 Elite Portal\"\n"
                 f"    You are browsing the AI-Curated V2 Elite Edition. Looking for the exhaustive list of references? Check out the [**V1 Historical Archive**]({v1_link}).\n\n"
@@ -1257,9 +1365,9 @@ class V2VisionEngine:
                     "## The Nubenetes Engineering Manifest\n\n"
                     "!!! quote \"The Positive Sum Game\"\n"
                     "    ==*\"Open Source is most successful when is played as a positive sum game\" (Sarah Novotny)*==\n\n"
-                    "<div style=\"display: flex; justify-content: center; gap: 16px; flex-wrap: wrap; margin: 24px 0;\">\n"
-                    "  <iframe width=\"480\" height=\"270\" src=\"https://www.youtube.com/embed/GZl7N8sXyEo\" title=\"Cowboy Bebop - Tank!\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen></iframe>\n"
-                    "  <iframe width=\"480\" height=\"270\" src=\"https://www.youtube.com/embed/t_hdOVsdRSE\" title=\"Jimmy Sax - Time\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen></iframe>\n"
+                    "<div class=\"video-embed-grid\">\n"
+                    "  <div class=\"video-embed\"><iframe src=\"https://www.youtube-nocookie.com/embed/GZl7N8sXyEo\" title=\"Cowboy Bebop - Tank!\" loading=\"lazy\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen></iframe></div>\n"
+                    "  <div class=\"video-embed\"><iframe src=\"https://www.youtube-nocookie.com/embed/t_hdOVsdRSE\" title=\"Jimmy Sax - Time\" loading=\"lazy\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen></iframe></div>\n"
                     "</div>\n\n"
                     "### 1. The Genesis: Munich 2018\n"
                     "Nubenetes was forged in the internals of a massive Cloud Native transformation for a **major multinational car manufacturer** in Munich. Coordinating hundreds of microservices, thousands of developers, and millions of end-users taught us a fundamental truth: **Standardization, Automation, and GitOps are not \"best practices\"—they are survival requirements.**\n\n"
@@ -1379,9 +1487,15 @@ class V2VisionEngine:
             tags_to_process = list(l.get("tags", []))
             # Include language indexing for non-English resources (Mandate 10)
             lang = l.get("language", "English")
+            # Skip non-language values the AI sometimes emits, so the tag index
+            # is not polluted with meaningless "X Content" buckets.
+            _lang_junk = {
+                "english", "en", "n/a", "na", "none", "null", "unknown", "",
+                "not applicable", "multiple", "multi-language", "polyglot", "various",
+            }
             if lang.lower() in ["spanish", "es", "english/spanish"]:
                 tags_to_process.append("[SPANISH CONTENT]")
-            elif lang.lower() != "english" and lang.lower() != "n/a" and lang.lower() != "none":
+            elif lang.lower() not in _lang_junk:
                 tags_to_process.append(f"[{lang.upper()} CONTENT]")
 
             for t in tags_to_process:
@@ -1415,27 +1529,78 @@ class V2VisionEngine:
             "    Browse all V2 resources grouped by maturity levels and technical domains.\n\n"
         )
         
-        # Build TOC
-        toc_lines = []
-        for tag in sorted_tags:
-            tag_display = tag.replace("[", "").replace("]", "").replace("&", "and").title()
-            if tag_display.upper() in ["EBPF", "WASM", "GITOPS", "IAC", "SRE", "AI", "MCP", "DB", "MLOPS"]:
-                tag_display = tag_display.upper()
-            slug = tag_display.lower().replace(" ", "-")
-            slug = re.sub(r'[^a-z0-9-]', '', slug)
-            slug = re.sub(r'-+', '-', slug).strip('-')
-            toc_lines.append(f"1. [{tag_display}](#{slug}) ({len(by_tag[tag])} resources)")
-            
-        md += "## Table of Contents\n\n" + "\n".join(toc_lines) + "\n\n"
+        # Precompute display name + UNIQUE slug for every tag, shared by both the
+        # grouped TOC and the section headers so anchors always match. This fixes
+        # collisions where C / C# / C++ all slugged to "c-content" (broken links).
+        def _tag_display(tag):
+            d = tag.replace("[", "").replace("]", "").replace("&", "and").title()
+            if d.upper() in ["EBPF", "WASM", "GITOPS", "IAC", "SRE", "AI", "MCP", "DB", "MLOPS"]:
+                d = d.upper()
+            return d
+
+        _seen_slugs = set()
+        def _tag_slug(tag):
+            s = tag.replace("[", "").replace("]", "").lower()
+            s = s.replace("#", "-sharp").replace("++", "-plus-plus").replace("&", "-and-").replace("/", "-")
+            s = re.sub(r'[^a-z0-9-]', '-', s)
+            s = re.sub(r'-+', '-', s).strip('-')
+            base, n = s, 1
+            while s in _seen_slugs:
+                n += 1
+                s = f"{base}-{n}"
+            _seen_slugs.add(s)
+            return s
+
+        tag_meta = {
+            tag: {"display": _tag_display(tag), "slug": _tag_slug(tag), "count": len(by_tag[tag])}
+            for tag in sorted_tags
+        }
+
+        def _count_label(n):
+            return f"{n} resource" + ("" if n == 1 else "s")
+
+        # Partition custom tags: language/format ("X CONTENT") vs technical domains,
+        # so the long, low-signal language tail does not bury the maturity tags.
+        maturity_tags = [t for t in sorted_tags if t in standard_order]
+        lang_tags = sorted(
+            [t for t in sorted_tags if t not in standard_order and t.endswith("CONTENT]")],
+            key=lambda t: -tag_meta[t]["count"],
+        )
+        other_tags = sorted(
+            [t for t in sorted_tags if t not in standard_order and not t.endswith("CONTENT]")],
+            key=lambda t: -tag_meta[t]["count"],
+        )
+
+        # Build a grouped TOC: maturity as a clean numbered list; domains and the
+        # language/format tail as compact, count-sorted inline pill rows.
+        md += "## Table of Contents\n\n"
+        if maturity_tags:
+            md += "### Maturity and Quality\n\n"
+            for t in maturity_tags:
+                m = tag_meta[t]
+                md += f"1. [{m['display']}](#{m['slug']}) ({_count_label(m['count'])})\n"
+            md += "\n"
+        if other_tags:
+            md += "### Technical Domains\n\n"
+            md += " · ".join(
+                f"[{tag_meta[t]['display']}](#{tag_meta[t]['slug']}) ({tag_meta[t]['count']})"
+                for t in other_tags
+            ) + "\n\n"
+        if lang_tags:
+            md += "### Language and Format\n\n"
+            md += "Resources indexed by their primary source language or document format.\n\n"
+            md += " · ".join(
+                f"[{tag_meta[t]['display'].replace(' Content', '')}](#{tag_meta[t]['slug']}) ({tag_meta[t]['count']})"
+                for t in lang_tags
+            ) + "\n\n"
 
         for tag in sorted_tags:
-            tag_display = tag.replace("[", "").replace("]", "").replace("&", "and").title()
-            if tag_display.upper() in ["EBPF", "WASM", "GITOPS", "IAC", "SRE", "AI", "MCP", "DB", "MLOPS"]:
-                tag_display = tag_display.upper()
-            
-            # Wrap section inside a .v2-tag-section div and details block for performance
+            m = tag_meta[tag]
+            tag_display = m["display"]
+            # Wrap section inside a .v2-tag-section div and details block for performance.
+            # Explicit {#slug} keeps the heading anchor unique and TOC-matching.
             md += f"<div class=\"v2-tag-section\" markdown=\"1\">\n\n"
-            md += f"## {tag_display}\n\n"
+            md += f"## {tag_display} {{#{m['slug']}}}\n\n"
             total_count = len(by_tag[tag])
             if total_count > 100:
                 summary_text = f"Click to view top 100 of {total_count} resources under {tag_display}"
@@ -1475,6 +1640,8 @@ class V2VisionEngine:
                 "nav:",
                 "  - \"🔙 Back to V1 (Exhaustive)\": https://nubenetes.com/v1/",
                 "  - \"The 2026 Vision\": index.md",
+                "  - \"Topic Map\": topic-map.md",
+                "  - \"Methodology\": methodology.md",
                 "  - \"Technical Tags\": tags.md",
                 "  - \"Intelligence Digest\":",
                 "    - \"Tech & Cloud Digest\": tech-digest.md",

v2-docs/GoogleCloudPlatform.md

@@ -1,3 +1,6 @@
+---
+description: "Top Googlecloudplatform resources for 2026, AI-ranked: Google Cloud Buildpacks, Google Agents CLI and more — curated Cloud Native tools, guides and references."
+---
 # Google Cloud Platform
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/about.md

@@ -1,3 +1,6 @@
+---
+description: "Top About resources for 2026, AI-ranked: Postman, AWX and more — curated Cloud Native tools, guides and references."
+---
 # About Nubenetes
 
 !!! tip "Nubenetes V2 Elite Portal"
@@ -11,9 +14,9 @@
 !!! quote "The Positive Sum Game"
     ==*"Open Source is most successful when is played as a positive sum game" (Sarah Novotny)*==
 
-<div style="display: flex; justify-content: center; gap: 16px; flex-wrap: wrap; margin: 24px 0;">
-  <iframe width="480" height="270" src="https://www.youtube.com/embed/GZl7N8sXyEo" title="Cowboy Bebop - Tank!" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
-  <iframe width="480" height="270" src="https://www.youtube.com/embed/t_hdOVsdRSE" title="Jimmy Sax - Time" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
+<div class="video-embed-grid">
+  <div class="video-embed"><iframe src="https://www.youtube-nocookie.com/embed/GZl7N8sXyEo" title="Cowboy Bebop - Tank!" loading="lazy" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div>
+  <div class="video-embed"><iframe src="https://www.youtube-nocookie.com/embed/t_hdOVsdRSE" title="Jimmy Sax - Time" loading="lazy" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div>
 </div>
 
 ### 1. The Genesis: Munich 2018

v2-docs/ai-agents-mcp.md

@@ -1,3 +1,6 @@
+---
+description: "Top AI Agents MCP resources for 2026, AI-ranked: vLLM on Kubernetes, LocalAI and more — curated Cloud Native tools, guides and references."
+---
 # AI Agents and Model Context Protocol (MCP) for Kubernetes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/ai.md

@@ -1,3 +1,6 @@
+---
+description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skills for Real Engineers and more — curated Cloud Native tools, guides and references."
+---
 # Artificial Intelligence
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/angular.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Angular resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Developer Ecosystem)."
+---
 # Angular framework
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/ansible.md

@@ -1,3 +1,6 @@
+---
+description: "Top Ansible resources for 2026, AI-ranked: AWX, AWX Operator and more — curated Cloud Native tools, guides and references."
+---
 # Configuration Management. Ansible
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/api.md

@@ -1,3 +1,6 @@
+---
+description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more — curated Cloud Native tools, guides and references."
+---
 # APIs with SOAP, REST and gRPC
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/appointment-scheduling.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Appointment Scheduling resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Career & Industry)."
+---
 # Appointment Scheduling Software
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/argo.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Engineering Pipeline)."
+---
 # Argo Declarative GitOps for Kubernetes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-architecture.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Architecture resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Architecture and Best Practices
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-containers.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Containers resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Containers
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-data.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Data resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Big Data
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-databases.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Databases resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS RDS Databases
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-devops.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS DevOps resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS DevOps. AWS CodePipeline
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-messaging.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Messaging resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Messaging Services
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-miscellaneous.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Miscellaneous resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Miscellaneous
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-monitoring.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Monitoring resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Monitoring and Logging
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-networking.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Networking resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Networking
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-newfeatures.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Newfeatures resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS New Features
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-pricing.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Pricing resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Pricing and Cost Optimization
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-security.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Security resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Security
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-serverless.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Serverless resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Serverless
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-tools-scripts.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Tools Scripts resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Tools and Scripts
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws-training.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS Training resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # AWS Training and Certification
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/aws.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked AWS resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # Public Cloud Provider. Amazon Web Services
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/azure.md

@@ -1,3 +1,6 @@
+---
+description: "Top Azure resources for 2026, AI-ranked: Bicep, Microsoft - DICOM Service and more — curated Cloud Native tools, guides and references."
+---
 # Microsoft Azure
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/caching.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Caching resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Networking & Service Mesh)."
+---
 # Caching Solutions
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/chaos-engineering.md

@@ -1,3 +1,6 @@
+---
+description: "Top Chaos Engineering resources for 2026, AI-ranked: chaosblade, Chaos Mesh and more — curated Cloud Native tools, guides and references."
+---
 # Chaos Engineering
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/chatgpt.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked ChatGPT resources for the 2026 Cloud Native architect: top-tier tools, guides and references (AI)."
+---
 # ChatGPT
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/cheatsheets.md

@@ -1,3 +1,6 @@
+---
+description: "Top Cheatsheets resources for 2026, AI-ranked: github: K8s in 30 mins, Quarkus Cheat-Sheet and more — curated Cloud Native tools, guides and references."
+---
 # Cheat Sheets
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/cicd-kubernetes-plugins.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked CI/CD Kubernetes Plugins resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Engineering Pipeline)."
+---
 # CI/CD Kubernetes Plugins
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/cicd.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Engineering Pipeline)."
+---
 # Software Delivery Pipeline. CI/CD
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/cloud-arch-diagrams.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Cloud Arch Diagrams resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Architectural Foundations)."
+---
 # Cloud Architecture Diagram Tools
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/cloudflare.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Cloudflare resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Networking & Service Mesh)."
+---
 # Cloudflare Public Cloud
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/container-managers.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Container Managers resources for the 2026 Cloud Native architect: top-tier tools, guides and references (The Container Stack)."
+---
 # Container Runtimes/Managers, Base Images and Container Tools. Podman, Buildah and Skopeo
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/crunchydata.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Crunchydata resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Data & Advanced Analytics)."
+---
 # Crunchy Data PostgreSQL Operator
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/customer.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Customer resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Architectural Foundations)."
+---
 # Customer Success Stories. Cloud Native Projects
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/databases.md

@@ -1,3 +1,6 @@
+---
+description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Operator, Patroni and more — curated Cloud Native tools, guides and references."
+---
 # Databases on Kubernetes. Database DevOps
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/demos.md

@@ -1,3 +1,6 @@
+---
+description: "Top Demos resources for 2026, AI-ranked: OpenShift AI Examples, knative-tutorial and more — curated Cloud Native tools, guides and references."
+---
 # DevOps Demos. Boilerplates/Samples, Tutorials and Screencasts
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/devel-sites.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Devel Sites resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Developer Ecosystem)."
+---
 # Development and Frameworks. Websites for web developers
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/developerportals.md

@@ -1,3 +1,6 @@
+---
+description: "Top Developerportals resources for 2026, AI-ranked: Backstage Developer Portal, apisix and more — curated Cloud Native tools, guides and references."
+---
 # API Marketplaces. API Management with API Gateways and Developer Portals
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/devops-tools.md

@@ -1,3 +1,6 @@
+---
+description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templates, Devtron and more — curated Cloud Native tools, guides and references."
+---
 # DevOps Tools aka Toolchain
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/devops.md

@@ -1,3 +1,6 @@
+---
+description: "Top DevOps resources for 2026, AI-ranked: Skills for Real Engineers, NoOps and more — curated Cloud Native tools, guides and references."
+---
 # DevOps
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/devsecops.md

@@ -1,3 +1,6 @@
+---
+description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more — curated Cloud Native tools, guides and references."
+---
 # DevSecOps and Security. Container
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/digitalocean.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Digitalocean resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # Digital Ocean
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/docker.md

@@ -1,3 +1,6 @@
+---
+description: "Top Docker resources for 2026, AI-ranked: Awesome Compose, jib and more — curated Cloud Native tools, guides and references."
+---
 # Docker
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/dotnet.md

@@ -1,3 +1,6 @@
+---
+description: "Top Dotnet resources for 2026, AI-ranked: Lamar, Paradigm framework and more — curated Cloud Native tools, guides and references."
+---
 # Microsoft .NET
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/edge-computing.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Edge Computing resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # Edge Computing
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/elearning.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Elearning resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Career & Industry)."
+---
 # E-learning
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/embedded-servlet-containers.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Embedded Servlet Containers resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Developer Ecosystem)."
+---
 # Embedded Servlet Containers in SpringBoot: Jetty, Tomcat, Undertow and more
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/faq.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Faq resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Architectural Foundations)."
+---
 # Microservices FAQ
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/feed.xml

@@ -5,7 +5,7 @@
     <link>https://nubenetes.com/</link>
     <description>AI-curated top picks from the Cloud Native &amp; Kubernetes ecosystem</description>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Jun 2026 14:38:22 -0000</lastBuildDate>
+    <lastBuildDate>Thu, 18 Jun 2026 00:00:00 -0000</lastBuildDate>
     <atom:link href="https://nubenetes.com/feed.xml" rel="self" type="application/rss+xml"/>
     <item>
       <title>Kubecost 🌟</title>

v2-docs/flux.md

@@ -1,3 +1,6 @@
+---
+description: "Top Flux resources for 2026, AI-ranked: github: Flux Version 2, github: Flux and more — curated Cloud Native tools, guides and references."
+---
 # Flux. The GitOps operator for Kubernetes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/git.md

@@ -1,3 +1,6 @@
+---
+description: "Top Git resources for 2026, AI-ranked: Jenkins-X UpdateBOT, github-merge-bot and more — curated Cloud Native tools, guides and references."
+---
 # Git and Patterns for Managing Source Code Branches. Merge BOTs
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/gitops.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Gitops resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Engineering Pipeline)."
+---
 # GitOps
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/golang.md

@@ -1,3 +1,6 @@
+---
+description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and more — curated Cloud Native tools, guides and references."
+---
 # Golang - Go
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/grafana.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Grafana resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Architectural Foundations)."
+---
 # Grafana
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/helm.md

@@ -1,3 +1,6 @@
+---
+description: "Top Helm resources for 2026, AI-ranked: Jmeter, Codecentric Jenkins and more — curated Cloud Native tools, guides and references."
+---
 # Helm Kubernetes Tool
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/ibm_cloud.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Ibm_Cloud resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))."
+---
 # IBM
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/industry-digest.md

@@ -8,16 +8,33 @@ search:
 !!! tip "Nubenetes Intelligence Digest"
     AI-curated ranking of the most impactful resources, updated monthly.
 
-=== "Last 3 Months"
+## Americas
 
-    **Americas**
+=== "Last 3 Months"
 
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |
     | 2026-06-02 | [](https://www.ccohs.ca/oshanswers/ergonomics/shovel.html) | 🔵 medium |  |
     | 2026-05-17 | [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) | 🔵 medium | A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. |
 
-    **Europe**
+=== "Last 6 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-06-02 | [](https://www.ccohs.ca/oshanswers/ergonomics/shovel.html) | 🔵 medium |  |
+    | 2026-05-17 | [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) | 🔵 medium | A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. |
+
+=== "Last 12 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-06-02 | [](https://www.ccohs.ca/oshanswers/ergonomics/shovel.html) | 🔵 medium |  |
+    | 2026-05-17 | [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) | 🔵 medium | A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. |
+
+
+## Europe
+
+=== "Last 3 Months"
 
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |
@@ -32,48 +49,8 @@ search:
     | 2026-05-17 | [blog.knell.it: Making your Helm Chart observable for Prometheus](https://blog.knell.it/making-your-helm-chart-observable-for-prometheus) | 🔵 medium | Integrating Prometheus metrics natively into Helm charts ensures observability standards are packaged alongside application deployments by default. |
     | 2026-05-17 | [Templating on OpenShift: should I use Helm templates or OpenShift templates?' 🌟](https://www.padok.fr/en/blog/templating-openshift-helm-templates) | 🔵 medium | It assists enterprise platform engineers in choosing the right templating standard to prevent vendor lock-in while using OpenShift. |
 
-    **Spain**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-05-17 | [aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)' para apoyar la transformación digital de España](https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a) | 🔴 critical | The launch of the AWS Spain region is a massive milestone that addresses data residency and latency requirements, accelerating cloud-native migration for Spanish enterprises. |
-    | 2026-06-01 | [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído ya tres veces en el mismo mes y le llueven las críticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) | 🟡 high | This analysis of major AWS outages highlights the systemic risks of cloud centralization and underscores the importance of multi-region and multi-cloud resilience strategies. |
-    | 2026-06-14 | [computing.es: Retos del outsourcing de servicios IT en España](https://www.computing.es/mundo-digital/retos-del-outsourcing-de-servicios-it-en-espana) | 🟡 high | It addresses the critical organizational and cultural hurdles of scaling DevSecOps and cloud-native practices when relying on external IT outsourcing in Spain. |
-    | 2026-06-18 | [technologyreview.es: "Las empresas que empiezan a lo grande con la IA fracasan más" 🌟](https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) | 🟡 high | Provides essential strategic guidance for enterprises, arguing for realistic, incremental AI adoption paths rather than high-risk, large-scale overhauls. |
-    | 2026-06-01 | [systemadmin.es](https://systemadmin.es) | 🔵 medium | Provides deep, localized technical knowledge on Linux performance and storage optimization, which are foundational for running high-performance Kubernetes worker nodes. |
-    | 2026-06-01 | [santalucia.es](https://api-market.santalucia.es) | 🔵 medium | Demonstrates a real-world enterprise implementation of API-driven architecture, facilitating digital insurance B2B integrations. |
-    | 2026-06-01 | [Cecabank API Market](https://apimarket.cecabank.es) | 🔵 medium | Showcases production-ready financial API infrastructure designed to comply with PSD2, highlighting modern integration patterns in Spanish banking. |
-    | 2026-05-17 | [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) | 🔵 medium | Introduces a lightweight, next-generation IDE that supports remote backend execution, aligning with the cloud-based developer workspace trend. |
-    | 2026-06-02 | [Think Python en espanol (Piensa en Python)](https://libropython.es) | 🔵 medium | Offers a highly accessible, localized resource for mastering Python, which remains a core language for cloud automation, tooling, and AI pipelines. |
-    | 2026-05-17 | [Túneles SSH](https://www.atareao.es/ubuntu/tuneles-ssh) | 🔵 medium | A practical guide to SSH tunneling, a fundamental skill for secure remote access, port forwarding, and network debugging in cloud environments. |
-
-    **Asia-Pacific**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-05-17 | [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) | 🔴 critical | Provides critical architectural guidance for migrating away from the deprecated Kubernetes External Secrets to modern ESO or Secrets Store CSI alternatives. |
-    | 2026-05-17 | [devsecops.co.in: GitOps Guide – What, Why and How? 🌟](https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how) | 🟡 high | Demystifies GitOps practices which are essential for achieving declarative, auditable, and automated continuous delivery in cloud-native setups. |
-    | 2026-05-17 | [devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' 🌟](https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry) | 🟡 high | Addresses a common enterprise security requirement of deploying cloud-native monitoring (Prometheus Operator) within private registry environments. |
-    | 2026-05-17 | [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins) | 🟡 high | Improves CI/CD efficiency by demonstrating how to scale and parallelize build pipelines dynamically using Kubernetes-hosted Jenkins agents. |
-    | 2026-06-01 | [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) | 🔵 medium | Simplifies multi-cloud architecture planning by offering a direct service-mapping taxonomy across major cloud providers. |
-    | 2026-05-17 | [ishantgaurav.in: Kubernetes – Sidecar Container Pattern](https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern) | 🔵 medium | Explains the sidecar pattern, which is fundamental to implementing service meshes, logging, and security proxies in microservices. |
-    | 2026-05-17 | [devopstalks.in: Everything about Prometheus](https://devopstalks.in/everything-about-prometheus) | 🔵 medium | Explores Prometheus, the de facto CNCF standard for cloud-native metrics collection and alerting. |
-    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations](https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations) | 🔵 medium | Covers advanced scheduling techniques necessary for workload isolation and resource allocation in multi-tenant Kubernetes clusters. |
-    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet](https://blog.learncodeonline.in/kubernetes-scheduling-daemonset) | 🔵 medium | Explains DaemonSets, which are vital for running platform-level agents like log forwarders and node monitors. |
-    | 2026-05-17 | [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skilledfield.com.au/monitoring-kubernetes-and-docker-container-logs) | 🔵 medium | Provides essential operational foundations for setting up container logging and observability in Kubernetes. |
-
-
 === "Last 6 Months"
 
-    **Americas**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-06-02 | [](https://www.ccohs.ca/oshanswers/ergonomics/shovel.html) | 🔵 medium |  |
-    | 2026-05-17 | [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) | 🔵 medium | A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. |
-
-    **Europe**
-
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |
     | 2026-06-01 | [Gaia-X.eu](https://gaia-x.eu) | 🔴 critical | Establishes a unified, secure, and sovereign European data infrastructure to reduce enterprise dependency on non-EU hyperscalers. |
@@ -87,48 +64,8 @@ search:
     | 2026-05-17 | [en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test](https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1) | 🔵 medium | Highlights a highly efficient, lightweight development environment that mirrors production Kubernetes patterns locally. |
     | 2026-05-17 | [Templating on OpenShift: should I use Helm templates or OpenShift templates?' 🌟](https://www.padok.fr/en/blog/templating-openshift-helm-templates) | 🔵 medium | Evaluates configuration management options to help enterprise teams optimize application packaging on Red Hat OpenShift. |
 
-    **Spain**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-05-17 | [aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)' para apoyar la transformación digital de España](https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a) | 🔴 critical | The opening of an AWS Region in Spain provides essential infrastructure for local cloud-native adoption and data residency compliance. |
-    | 2026-06-18 | [technologyreview.es: "Las empresas que empiezan a lo grande con la IA fracasan más" 🌟](https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) | 🟡 high | Provides critical strategic guidance on avoiding common pitfalls in enterprise AI transformation, which is increasingly integrated into cloud-native pipelines. |
-    | 2026-06-01 | [Cecabank API Market](https://apimarket.cecabank.es) | 🟡 high | Demonstrates enterprise-grade API management and security compliance required by the PSD2 mandate in the Spanish financial sector. |
-    | 2026-06-01 | [santalucia.es](https://api-market.santalucia.es) | 🔵 medium | Showcases the shift toward API-first architectures and B2B integration patterns within the traditional insurance sector. |
-    | 2026-06-01 | [systemadmin.es](https://systemadmin.es) | 🔵 medium | Provides foundational knowledge on Linux performance and storage optimization necessary for managing high-performance Kubernetes clusters. |
-    | 2026-05-17 | [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) | 🔵 medium | Introduces new developer tooling paradigms that prioritize remote execution and lightweight environments, matching cloud-native development workflows. |
-    | 2026-05-17 | [computing.es: Retos del outsourcing de servicios IT en España](https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html) | 🔵 medium | Addresses the structural challenges of IT outsourcing in Spain, directly impacting how organizations manage cloud-native scaling and DevOps silos. |
-    | 2026-06-02 | [Think Python en espanol (Piensa en Python)](https://libropython.es) | 🔵 medium | Facilitates broader technical literacy in the Spanish community by providing a modern, accessible resource for foundational programming. |
-    | 2026-06-01 | [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído ya tres veces en el mismo mes y le llueven las críticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) | 🔵 medium | Highlights systemic risks of hyperscaler dependency, prompting necessary architecture discussions around multi-cloud and resilience strategies. |
-    | 2026-05-17 | [hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando' dejar su trabajo?](https://www.hays.es/blog/insights/la-gran-renuncia) | 🔵 medium | Provides essential context on talent retention and professional shifts in the Spanish IT sector, impacting team stability for cloud-native projects. |
-
-    **Asia-Pacific**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-05-17 | [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) | 🔴 critical | Provides a crucial architectural comparison for managing enterprise secrets securely on Kubernetes following the deprecation of legacy tools. |
-    | 2026-06-01 | [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) | 🟡 high | Simplifies multi-cloud architecture planning by mapping services across major public cloud providers for engineering teams. |
-    | 2026-05-17 | [devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' 🌟](https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry) | 🟡 high | Delivers a production-ready guide for deploying observability infrastructure securely in enterprise environments using private registries. |
-    | 2026-05-17 | [devsecops.co.in: GitOps Guide – What, Why and How? 🌟](https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how) | 🟡 high | Demystifies the GitOps methodology, which is a fundamental paradigm shift for modern cloud-native continuous delivery. |
-    | 2026-05-17 | [ishantgaurav.in: Kubernetes – Sidecar Container Pattern](https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern) | 🔵 medium | Explains the sidecar pattern, which is essential for implementing service meshes and platform-level logging in Kubernetes. |
-    | 2026-05-17 | [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins) | 🔵 medium | Optimizes continuous integration pipelines by leveraging Kubernetes to run parallel, dynamically scaled build jobs. |
-    | 2026-05-17 | [devopstalks.in: Everything about Prometheus](https://devopstalks.in/everything-about-prometheus) | 🔵 medium | Offers a comprehensive deep dive into Prometheus, the de facto standard tool for cloud-native system observability. |
-    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations](https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations) | 🔵 medium | Enables engineers to design resilient and segregated clusters using advanced Kubernetes scheduling constraints. |
-    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet](https://blog.learncodeonline.in/kubernetes-scheduling-daemonset) | 🔵 medium | Details DaemonSet scheduling, which is vital for deploying node-level logging and security agents uniformly across a cluster. |
-    | 2026-05-17 | [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skilledfield.com.au/monitoring-kubernetes-and-docker-container-logs) | 🔵 medium | Guides operational teams through establishing essential log aggregation pipelines for containerized applications. |
-
-
 === "Last 12 Months"
 
-    **Americas**
-
-    | Date | Resource | Impact | Why It Matters |
-    | :--- | :--- | :---: | :--- |
-    | 2026-06-02 | [](https://www.ccohs.ca/oshanswers/ergonomics/shovel.html) | 🔵 medium |  |
-    | 2026-05-17 | [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) | 🔵 medium | A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. |
-
-    **Europe**
-
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |
     | 2026-06-01 | [Gaia-X.eu](https://gaia-x.eu) | 🔴 critical | Defines the emerging standard for data sovereignty and cloud federation across Europe, shifting how multi-cloud workloads are designed. |
@@ -142,7 +79,40 @@ search:
     | 2026-05-17 | [blog.knell.it: Making your Helm Chart observable for Prometheus](https://blog.knell.it/making-your-helm-chart-observable-for-prometheus) | 🔵 medium | Establishes a repeatable pattern for embedding native Prometheus observability endpoints directly into reusable Helm charts. |
     | 2026-06-01 | [difftastic.wilfred.me.uk](https://difftastic.wilfred.me.uk) | 🔵 medium | Introduces AST-based syntax comparison that eliminates noisy git diffs, making Kubernetes manifest and code reviews vastly more reliable. |
 
-    **Spain**
+
+## Spain
+
+=== "Last 3 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-05-17 | [aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)' para apoyar la transformación digital de España](https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a) | 🔴 critical | The launch of the AWS Spain region is a massive milestone that addresses data residency and latency requirements, accelerating cloud-native migration for Spanish enterprises. |
+    | 2026-06-01 | [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído ya tres veces en el mismo mes y le llueven las críticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) | 🟡 high | This analysis of major AWS outages highlights the systemic risks of cloud centralization and underscores the importance of multi-region and multi-cloud resilience strategies. |
+    | 2026-06-14 | [computing.es: Retos del outsourcing de servicios IT en España](https://www.computing.es/mundo-digital/retos-del-outsourcing-de-servicios-it-en-espana) | 🟡 high | It addresses the critical organizational and cultural hurdles of scaling DevSecOps and cloud-native practices when relying on external IT outsourcing in Spain. |
+    | 2026-06-18 | [technologyreview.es: "Las empresas que empiezan a lo grande con la IA fracasan más" 🌟](https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) | 🟡 high | Provides essential strategic guidance for enterprises, arguing for realistic, incremental AI adoption paths rather than high-risk, large-scale overhauls. |
+    | 2026-06-01 | [systemadmin.es](https://systemadmin.es) | 🔵 medium | Provides deep, localized technical knowledge on Linux performance and storage optimization, which are foundational for running high-performance Kubernetes worker nodes. |
+    | 2026-06-01 | [santalucia.es](https://api-market.santalucia.es) | 🔵 medium | Demonstrates a real-world enterprise implementation of API-driven architecture, facilitating digital insurance B2B integrations. |
+    | 2026-06-01 | [Cecabank API Market](https://apimarket.cecabank.es) | 🔵 medium | Showcases production-ready financial API infrastructure designed to comply with PSD2, highlighting modern integration patterns in Spanish banking. |
+    | 2026-05-17 | [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) | 🔵 medium | Introduces a lightweight, next-generation IDE that supports remote backend execution, aligning with the cloud-based developer workspace trend. |
+    | 2026-06-02 | [Think Python en espanol (Piensa en Python)](https://libropython.es) | 🔵 medium | Offers a highly accessible, localized resource for mastering Python, which remains a core language for cloud automation, tooling, and AI pipelines. |
+    | 2026-05-17 | [Túneles SSH](https://www.atareao.es/ubuntu/tuneles-ssh) | 🔵 medium | A practical guide to SSH tunneling, a fundamental skill for secure remote access, port forwarding, and network debugging in cloud environments. |
+
+=== "Last 6 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-05-17 | [aboutamazon.es: AWS acelera la apertura de la Región AWS Europa (España)' para apoyar la transformación digital de España](https://www.aboutamazon.es/innovaci%C3%B3n/aws-acelera-la-apertura-de-la-regi%C3%B3n-aws-europa-espa%C3%B1a-para-apoyar-la-transformaci%C3%B3n-digital-de-espa%C3%B1a) | 🔴 critical | The opening of an AWS Region in Spain provides essential infrastructure for local cloud-native adoption and data residency compliance. |
+    | 2026-06-18 | [technologyreview.es: "Las empresas que empiezan a lo grande con la IA fracasan más" 🌟](https://www.technologyreview.es/article/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) | 🟡 high | Provides critical strategic guidance on avoiding common pitfalls in enterprise AI transformation, which is increasingly integrated into cloud-native pipelines. |
+    | 2026-06-01 | [Cecabank API Market](https://apimarket.cecabank.es) | 🟡 high | Demonstrates enterprise-grade API management and security compliance required by the PSD2 mandate in the Spanish financial sector. |
+    | 2026-06-01 | [santalucia.es](https://api-market.santalucia.es) | 🔵 medium | Showcases the shift toward API-first architectures and B2B integration patterns within the traditional insurance sector. |
+    | 2026-06-01 | [systemadmin.es](https://systemadmin.es) | 🔵 medium | Provides foundational knowledge on Linux performance and storage optimization necessary for managing high-performance Kubernetes clusters. |
+    | 2026-05-17 | [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) | 🔵 medium | Introduces new developer tooling paradigms that prioritize remote execution and lightweight environments, matching cloud-native development workflows. |
+    | 2026-05-17 | [computing.es: Retos del outsourcing de servicios IT en España](https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html) | 🔵 medium | Addresses the structural challenges of IT outsourcing in Spain, directly impacting how organizations manage cloud-native scaling and DevOps silos. |
+    | 2026-06-02 | [Think Python en espanol (Piensa en Python)](https://libropython.es) | 🔵 medium | Facilitates broader technical literacy in the Spanish community by providing a modern, accessible resource for foundational programming. |
+    | 2026-06-01 | [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caído ya tres veces en el mismo mes y le llueven las críticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) | 🔵 medium | Highlights systemic risks of hyperscaler dependency, prompting necessary architecture discussions around multi-cloud and resilience strategies. |
+    | 2026-05-17 | [hays.es: ‘La Gran Renuncia’: ¿por qué tantos profesionales se están planteando' dejar su trabajo?](https://www.hays.es/blog/insights/la-gran-renuncia) | 🔵 medium | Provides essential context on talent retention and professional shifts in the Spanish IT sector, impacting team stability for cloud-native projects. |
+
+=== "Last 12 Months"
 
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |
@@ -157,7 +127,40 @@ search:
     | 2026-06-01 | [santalucia.es](https://api-market.santalucia.es) | 🔵 medium | Demonstrates how legacy enterprises in Spain are modernizing their B2B digital delivery through API-first cloud integration architectures. |
     | 2026-05-17 | [computing.es: Retos del outsourcing de servicios IT en España](https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html) | 🔵 medium | Explores strategic mitigation models for managing SLAs and operational consistency in complex, outsourced enterprise IT environments. |
 
-    **Asia-Pacific**
+
+## Asia-Pacific
+
+=== "Last 3 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-05-17 | [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) | 🔴 critical | Provides critical architectural guidance for migrating away from the deprecated Kubernetes External Secrets to modern ESO or Secrets Store CSI alternatives. |
+    | 2026-05-17 | [devsecops.co.in: GitOps Guide – What, Why and How? 🌟](https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how) | 🟡 high | Demystifies GitOps practices which are essential for achieving declarative, auditable, and automated continuous delivery in cloud-native setups. |
+    | 2026-05-17 | [devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' 🌟](https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry) | 🟡 high | Addresses a common enterprise security requirement of deploying cloud-native monitoring (Prometheus Operator) within private registry environments. |
+    | 2026-05-17 | [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins) | 🟡 high | Improves CI/CD efficiency by demonstrating how to scale and parallelize build pipelines dynamically using Kubernetes-hosted Jenkins agents. |
+    | 2026-06-01 | [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) | 🔵 medium | Simplifies multi-cloud architecture planning by offering a direct service-mapping taxonomy across major cloud providers. |
+    | 2026-05-17 | [ishantgaurav.in: Kubernetes – Sidecar Container Pattern](https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern) | 🔵 medium | Explains the sidecar pattern, which is fundamental to implementing service meshes, logging, and security proxies in microservices. |
+    | 2026-05-17 | [devopstalks.in: Everything about Prometheus](https://devopstalks.in/everything-about-prometheus) | 🔵 medium | Explores Prometheus, the de facto CNCF standard for cloud-native metrics collection and alerting. |
+    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations](https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations) | 🔵 medium | Covers advanced scheduling techniques necessary for workload isolation and resource allocation in multi-tenant Kubernetes clusters. |
+    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet](https://blog.learncodeonline.in/kubernetes-scheduling-daemonset) | 🔵 medium | Explains DaemonSets, which are vital for running platform-level agents like log forwarders and node monitors. |
+    | 2026-05-17 | [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skilledfield.com.au/monitoring-kubernetes-and-docker-container-logs) | 🔵 medium | Provides essential operational foundations for setting up container logging and observability in Kubernetes. |
+
+=== "Last 6 Months"
+
+    | Date | Resource | Impact | Why It Matters |
+    | :--- | :--- | :---: | :--- |
+    | 2026-05-17 | [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) | 🔴 critical | Provides a crucial architectural comparison for managing enterprise secrets securely on Kubernetes following the deprecation of legacy tools. |
+    | 2026-06-01 | [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) | 🟡 high | Simplifies multi-cloud architecture planning by mapping services across major public cloud providers for engineering teams. |
+    | 2026-05-17 | [devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' 🌟](https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry) | 🟡 high | Delivers a production-ready guide for deploying observability infrastructure securely in enterprise environments using private registries. |
+    | 2026-05-17 | [devsecops.co.in: GitOps Guide – What, Why and How? 🌟](https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how) | 🟡 high | Demystifies the GitOps methodology, which is a fundamental paradigm shift for modern cloud-native continuous delivery. |
+    | 2026-05-17 | [ishantgaurav.in: Kubernetes – Sidecar Container Pattern](https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern) | 🔵 medium | Explains the sidecar pattern, which is essential for implementing service meshes and platform-level logging in Kubernetes. |
+    | 2026-05-17 | [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins) | 🔵 medium | Optimizes continuous integration pipelines by leveraging Kubernetes to run parallel, dynamically scaled build jobs. |
+    | 2026-05-17 | [devopstalks.in: Everything about Prometheus](https://devopstalks.in/everything-about-prometheus) | 🔵 medium | Offers a comprehensive deep dive into Prometheus, the de facto standard tool for cloud-native system observability. |
+    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations](https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations) | 🔵 medium | Enables engineers to design resilient and segregated clusters using advanced Kubernetes scheduling constraints. |
+    | 2026-05-17 | [blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet](https://blog.learncodeonline.in/kubernetes-scheduling-daemonset) | 🔵 medium | Details DaemonSet scheduling, which is vital for deploying node-level logging and security agents uniformly across a cluster. |
+    | 2026-05-17 | [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skilledfield.com.au/monitoring-kubernetes-and-docker-container-logs) | 🔵 medium | Guides operational teams through establishing essential log aggregation pipelines for containerized applications. |
+
+=== "Last 12 Months"
 
     | Date | Resource | Impact | Why It Matters |
     | :--- | :--- | :---: | :--- |

v2-docs/interview-questions.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Interview Questions resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Career & Industry)."
+---
 # Interview Questions
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/introduction.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Introduction resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Architectural Foundations)."
+---
 # Introduction. Microservice Architecture. From Java EE To Cloud Native. Openshift VS Kubernetes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/istio.md

@@ -1,3 +1,6 @@
+---
+description: "Top Istio resources for 2026, AI-ranked: Envoy Gateway, Jaeger and more — curated Cloud Native tools, guides and references."
+---
 # Istio - Service Mesh
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/java-and-java-performance-optimization.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Java And Java Performance Optimization resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Developer Ecosystem)."
+---
 # Java and Memory Management
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/java_app_servers.md

@@ -1,3 +1,6 @@
+---
+description: "Top Java_App_Servers resources for 2026, AI-ranked: Payara Micro, WildFly and more — curated Cloud Native tools, guides and references."
+---
 # Server Vendors Providing Java EE/Jakarta EE and MicroProfile Runtimes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/java_frameworks.md

@@ -1,3 +1,6 @@
+---
+description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, logbook and more — curated Cloud Native tools, guides and references."
+---
 # Java and Java Programming Models. Open Source Microservices Frameworks
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/javascript.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Javascript resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Developer Ecosystem)."
+---
 # JavaScript
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/jenkins-alternatives.md

@@ -1,3 +1,6 @@
+---
+description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Screwdriver API and more — curated Cloud Native tools, guides and references."
+---
 # Jenkins Alternatives for Continuous Integration and Continuous Deployment
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/jenkins.md

@@ -1,3 +1,6 @@
+---
+description: "Top Jenkins resources for 2026, AI-ranked: Jenkinsfile Runner, Example of JCasC and more — curated Cloud Native tools, guides and references."
+---
 # Jenkins and CloudBees
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/keptn.md

@@ -1,3 +1,6 @@
+---
+description: "Top Keptn resources for 2026, AI-ranked: Keptn, Quick Start and more — curated Cloud Native tools, guides and references."
+---
 # Keptn. Data Driven DevOps Automation with Ketpn. Automating Service Level Indicators/Service Level Objectives based build validation with Keptn and Jenkins
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubectl-commands.md

@@ -1,3 +1,6 @@
+---
+description: "Top Kubectl Commands resources for 2026, AI-ranked: Gradle Cheat Sheets, Helm and more — curated Cloud Native tools, guides and references."
+---
 # Kubectl commands
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-alternatives.md

@@ -1,3 +1,6 @@
+---
+description: "Top Kubernetes Alternatives resources for 2026, AI-ranked: dreamland, llama.cpp plugin and more — curated Cloud Native tools, guides and references."
+---
 # Kubernetes Alternatives
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-autoscaling.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Kubernetes Autoscaling resources for the 2026 Cloud Native architect: top-tier tools, guides and references (The Container Stack)."
+---
 # Autoscaling
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-backup-migrations.md

@@ -1,3 +1,6 @@
+---
+description: "Top Kubernetes Backup Migrations resources for 2026, AI-ranked: Stash, konveyor and more — curated Cloud Native tools, guides and references."
+---
 # Kubernetes Backup and Migrations
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-based-devel.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Kubernetes Based Devel resources for the 2026 Cloud Native architect: top-tier tools, guides and references (The Container Stack)."
+---
 # Kubernetes Based Development. Kubernetes Distributions for local environments. Kubernetes Development Tools and Dashboards
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-client-libraries.md

@@ -1,3 +1,6 @@
+---
+description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: GitHub: Eclipse JKube, Fabric8 and more — curated Cloud Native tools, guides and references."
+---
 # Client Libraries for Kubernetes
 
 !!! tip "Nubenetes V2 Elite Portal"

v2-docs/kubernetes-monitoring.md

@@ -1,3 +1,6 @@
+---
+description: "Curated, AI-ranked Kubernetes Monitoring resources for the 2026 Cloud Native architect: top-tier tools, guides and references (The Container Stack)."
+---
 # Kubernetes Monitoring and Logging
 
 !!! tip "Nubenetes V2 Elite Portal"