release: v2.8.2 — fix all None-stars sort crashes in v2_optimizer

fix: all negated .get(stars) sort keys crash on null values

.github/workflows/04.1.agentic_v2_publish.yml

@@ -93,6 +93,7 @@ jobs:
           GEMINI_API_KEY_2: ${{ secrets.GEMINI_API_KEY_2 }}
         run: |
           python -u -m src.news_digest || echo "News digest generation skipped (no API key or error)"
+          python -u -m src.rss_generator || echo "RSS generation skipped"
 
       - name: Run V2 Publisher (Render-Only)
         env:

.github/workflows/09.weekly_digest.yml

@@ -0,0 +1,70 @@
+name: 09. Weekly Intelligence Digest
+
+on:
+  schedule:
+    # Every Monday at 06:00 UTC (08:00 Madrid time)
+    - cron: '0 6 * * 1'
+  workflow_dispatch:
+
+permissions:
+  contents: write
+  pull-requests: write
+
+concurrency:
+  group: develop-git-write-lock
+  cancel-in-progress: false
+
+jobs:
+  weekly-digest:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Repository Synchronization
+        uses: actions/checkout@v6
+        with:
+          ref: develop
+          fetch-depth: 0
+
+      - name: Python 3.11 Environment Provisioning
+        uses: actions/setup-python@v6
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+
+      - name: Install Dependencies
+        run: pip install -r requirements.txt
+
+      - name: Generate News Digest (Gemini)
+        env:
+          PYTHONPATH: ${{ github.workspace }}
+          GEMINI_API_KEY_1: ${{ secrets.GEMINI_API_KEY_1 }}
+          GEMINI_API_KEY_2: ${{ secrets.GEMINI_API_KEY_2 }}
+        run: |
+          python -u -m src.news_digest
+          python -u -m src.rss_generator || echo "RSS generation skipped"
+
+      - name: Render V2 Portal (Digest Pages Only)
+        env:
+          PYTHONPATH: ${{ github.workspace }}
+          PYTHONUNBUFFERED: "1"
+        run: |
+          python -u -m src.v2_optimizer --render-only
+
+      - name: Commit and Push Weekly Digest
+        run: |
+          git config --global user.name "Nubenetes Bot"
+          git config --global user.email "bot@nubenetes.com"
+          git add data/news_digest.json v2-docs/tech-digest.md v2-docs/industry-digest.md v2-docs/feed.xml || true
+          if git diff --staged --quiet; then
+            echo "No digest changes to commit."
+          else
+            git commit -m "feat: weekly intelligence digest update [skip ci]"
+            for i in {1..3}; do
+              git pull origin develop --rebase && git push origin develop && break || sleep 10
+            done
+          fi
+
+      - name: Trigger V2 Publisher
+        uses: peter-evans/repository-dispatch@v3
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          event-type: weekly-digest-ready

README.md

@@ -142,7 +142,7 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T
 | :--- | :--- |
 | **Total Technical Resources (Links)** | **18647+** |
 | **Specialized MD Pages** | **162** |
-| **Total Commits** | **6058+** |
+| **Total Commits** | **6077+** |
 | **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 | 2499 | 10,320 | **Agentic AI Surge** (May 2026 Inception) |
+| 9 | 2026 | 2518 | 10,399 | **Agentic AI Surge** (May 2026 Inception) |
 <!-- ANNUAL_GROWTH_END -->
 
 <!-- ANNUAL_CHART_START -->
@@ -196,8 +196,8 @@ 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, 10320]
-    bar [350, 142, 2046, 531, 402, 30, 53, 5, 2499]
+    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 10399]
+    bar [350, 142, 2046, 531, 402, 30, 53, 5, 2518]
 ```
 <!-- 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 | 373 | 1,540 | Active Curation |
+| 2026-06 | 392 | 1,618 | Active Curation |
 <!-- MONTHLY_SURGE_END -->
 
 ### 2.4. Content Distribution and Semantic Clustering

docs/static/v2_elite.css

@@ -1043,6 +1043,18 @@ input[type="text"] {
   display: flex;
   align-items: center;
   gap: 8px;
+  flex-wrap: wrap;
+}
+
+.trending-section__updated {
+  font-size: 0.55em;
+  font-weight: 500;
+  padding: 2px 10px;
+  border-radius: 20px;
+  background: rgba(14, 165, 233, 0.12);
+  color: var(--md-accent-fg-color);
+  border: 1px solid rgba(14, 165, 233, 0.25);
+  letter-spacing: 0.02em;
 }
 
 .trending-grid {

src/news_digest.py

@@ -182,11 +182,38 @@ class NewsDigestEngine:
         return None
 
     def _get_entry_geo(self, entry: dict) -> str | None:
-        """Return the geo digest category if ``geo_region`` matches."""
+        """Return the geo digest category using geo_region field, falling back to URL TLD inference."""
         region = entry.get("geo_region", "")
         for geo_name, geo_val in self.GEO_CATEGORIES.items():
             if region == geo_val:
                 return geo_name
+        # Fallback: infer from URL TLD
+        return self._infer_geo_from_url(entry.get("url", ""))
+
+    @staticmethod
+    def _infer_geo_from_url(url: str) -> str | None:
+        """Infer geo category from URL TLD. Returns GEO_CATEGORIES key or None."""
+        try:
+            from urllib.parse import urlparse
+            host = urlparse(url).hostname or ""
+            # Ordered longest-first to avoid .uk matching before .co.uk
+            tld_to_region = [
+                (".com.au", "Asia-Pacific"), (".co.uk", "Europe"), (".co.jp", "Asia-Pacific"),
+                (".co.kr", "Asia-Pacific"), (".com.br", "Americas"), (".com.mx", "Americas"),
+                (".es", "España"), (".de", "Europe"), (".fr", "Europe"), (".it", "Europe"),
+                (".pt", "Europe"), (".nl", "Europe"), (".be", "Europe"), (".se", "Europe"),
+                (".dk", "Europe"), (".fi", "Europe"), (".no", "Europe"), (".ch", "Europe"),
+                (".at", "Europe"), (".pl", "Europe"), (".cz", "Europe"), (".uk", "Europe"),
+                (".ie", "Europe"), (".eu", "Europe"), (".cn", "Asia-Pacific"),
+                (".jp", "Asia-Pacific"), (".kr", "Asia-Pacific"), (".sg", "Asia-Pacific"),
+                (".in", "Asia-Pacific"), (".au", "Asia-Pacific"), (".nz", "Asia-Pacific"),
+                (".ca", "Americas"), (".mx", "Americas"), (".br", "Americas"),
+            ]
+            for tld, region in tld_to_region:
+                if host.endswith(tld):
+                    return region
+        except Exception:
+            pass
         return None
 
     @staticmethod

src/rss_generator.py

@@ -0,0 +1,111 @@
+"""RSS 2.0 feed generator for the Nubenetes Intelligence Digest.
+
+Reads data/news_digest.json and writes v2-docs/feed.xml with the top
+items from the 3-month digest window across all tech categories.
+"""
+
+from __future__ import annotations
+
+import json
+import os
+from datetime import datetime
+from email.utils import format_datetime
+from xml.sax.saxutils import escape
+
+from src.logger import log_event
+
+DIGEST_PATH = "data/news_digest.json"
+OUTPUT_PATH = "v2-docs/feed.xml"
+FEED_TITLE = "Nubenetes Intelligence Digest"
+FEED_LINK = "https://nubenetes.com/"
+FEED_DESCRIPTION = "AI-curated top picks from the Cloud Native & Kubernetes ecosystem"
+FEED_LANGUAGE = "en"
+ITEMS_PER_FEED = 20
+
+TECH_CATS = [
+    "Kubernetes & Orchestration", "AI & Agents", "Security & Compliance",
+    "CI/CD & GitOps", "Observability, SRE & Testing", "Infrastructure as Code",
+    "Containers & Runtime", "Networking & Service Mesh", "Cloud Providers & FinOps",
+    "MLOps & Data Science", "Data, Messaging & Storage",
+]
+
+
+def _rfc822(dt: datetime) -> str:
+    return format_datetime(dt)
+
+
+def generate_rss() -> None:
+    if not os.path.exists(DIGEST_PATH):
+        log_event("[WARN] rss_generator: news_digest.json not found, skipping RSS generation")
+        return
+
+    try:
+        with open(DIGEST_PATH, "r", encoding="utf-8") as f:
+            digest = json.load(f)
+    except Exception as e:
+        log_event(f"[WARN] rss_generator: failed to load digest: {str(e)[:100]}")
+        return
+
+    period_data = digest.get("3_months", {})
+    items: list[dict] = []
+
+    for cat in TECH_CATS:
+        for entry in period_data.get(cat, []):
+            items.append({**entry, "_cat": cat})
+
+    # Sort by impact then date
+    impact_rank = {"critical": 3, "high": 2, "medium": 1}
+    items.sort(
+        key=lambda x: (impact_rank.get(x.get("impact", "medium"), 0), x.get("date", "")),
+        reverse=True,
+    )
+    items = items[:ITEMS_PER_FEED]
+
+    build_date = _rfc822(datetime.utcnow())
+
+    lines = [
+        '<?xml version="1.0" encoding="UTF-8"?>',
+        '<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">',
+        "  <channel>",
+        f"    <title>{escape(FEED_TITLE)}</title>",
+        f"    <link>{FEED_LINK}</link>",
+        f"    <description>{escape(FEED_DESCRIPTION)}</description>",
+        f"    <language>{FEED_LANGUAGE}</language>",
+        f"    <lastBuildDate>{build_date}</lastBuildDate>",
+        f'    <atom:link href="{FEED_LINK}feed.xml" rel="self" type="application/rss+xml"/>',
+    ]
+
+    for item in items:
+        title = escape(item.get("title", "Unknown"))
+        url = item.get("url", "#")
+        why = escape(item.get("why", ""))
+        cat = escape(item.get("_cat", ""))
+        impact = item.get("impact", "medium")
+        date_str = item.get("date", "")
+        try:
+            pub_date = _rfc822(datetime.strptime(date_str, "%Y-%m-%d")) if date_str else build_date
+        except Exception:
+            pub_date = build_date
+
+        lines += [
+            "    <item>",
+            f"      <title>{title}</title>",
+            f"      <link>{url}</link>",
+            f"      <guid isPermaLink=\"true\">{url}</guid>",
+            f"      <pubDate>{pub_date}</pubDate>",
+            f"      <category>{cat}</category>",
+            f"      <description>[{impact.upper()}] {why}</description>",
+            "    </item>",
+        ]
+
+    lines += ["  </channel>", "</rss>"]
+
+    os.makedirs(os.path.dirname(OUTPUT_PATH), exist_ok=True)
+    with open(OUTPUT_PATH, "w", encoding="utf-8") as f:
+        f.write("\n".join(lines) + "\n")
+
+    log_event(f"[INFO] rss_generator: wrote {len(items)} items to {OUTPUT_PATH}")
+
+
+if __name__ == "__main__":
+    generate_rss()

src/v2_optimizer.py

@@ -639,7 +639,7 @@ class V2VisionEngine:
             if "[COMMUNITY-TOOL]" in tags: tags.remove("[COMMUNITY-TOOL]")
         
         # 2. Type Mapping (AI based labels)
-        res_type = item.get("resource_type", "Reference").lower()
+        res_type = (item.get("resource_type") or "Reference").lower()
         if any(x in res_type for x in ["guide", "tutorial", "hands-on", "learning", "course"]): 
             tags.add("[GUIDE]")
         if any(x in res_type for x in ["case study", "report", "whitepaper", "success story", "usage"]): 
@@ -753,7 +753,7 @@ class V2VisionEngine:
                 current["__links__"].append(item)
 
         def sort_rec(node):
-            if "__links__" in node: node["__links__"].sort(key=lambda x: (-x.get("stars", 1), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0)))
+            if "__links__" in node: node["__links__"].sort(key=lambda x: (-(x.get("stars") or 1), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0)))
             for k, v in node.items():
                 if k != "__links__" and isinstance(v, dict): sort_rec(v)
                 
@@ -953,8 +953,9 @@ class V2VisionEngine:
         geo_cats = ["Americas", "Europe", "España", "Asia-Pacific"]
         period_labels = {"3_months": "Last 3 Months", "6_months": "Last 6 Months", "12_months": "Last 12 Months"}
 
-        def render_digest_page(title, categories, digest_data):
-            md = f"# {title}\n\n"
+        def render_digest_page(title, categories, digest_data, search_boost=1):
+            md = f"---\nsearch:\n  boost: {search_boost}\n---\n\n"
+            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():
@@ -976,11 +977,11 @@ class V2VisionEngine:
                 md += "\n"
             return md
 
-        tech_md = render_digest_page("📊 Nubenetes Tech & Cloud Intelligence Digest", tech_cats, digest_data)
+        tech_md = render_digest_page("📊 Nubenetes Tech & Cloud Intelligence Digest", tech_cats, digest_data, search_boost=2)
         with open(os.path.join(V2_DIR, "tech-digest.md"), "w", encoding="utf-8") as f:
             f.write(tech_md)
 
-        industry_md = render_digest_page("🌍 Nubenetes Industry & Geo Intelligence Digest", geo_cats, digest_data)
+        industry_md = render_digest_page("🌍 Nubenetes Industry & Geo Intelligence Digest", geo_cats, digest_data, search_boost=2)
         with open(os.path.join(V2_DIR, "industry-digest.md"), "w", encoding="utf-8") as f:
             f.write(industry_md)
 
@@ -1006,7 +1007,14 @@ class V2VisionEngine:
             top_items = top_items[:6]
 
             impact_icons = {"critical": "🔴", "high": "🟡", "medium": "🔵"}
-            cards_html = '<div class="trending-section">\n<div class="trending-section__title">🔥 Trending Now — Cloud Native Intelligence</div>\n<div class="trending-grid">\n'
+            try:
+                digest_mtime = os.path.getmtime(digest_path)
+                from datetime import datetime as _dt
+                digest_updated = _dt.fromtimestamp(digest_mtime).strftime("%b %d, %Y")
+            except Exception:
+                digest_updated = ""
+            updated_badge = f'<span class="trending-section__updated">Updated {digest_updated}</span>' if digest_updated else ""
+            cards_html = f'<div class="trending-section">\n<div class="trending-section__title">🔥 Trending Now — Cloud Native Intelligence {updated_badge}</div>\n<div class="trending-grid">\n'
             for item in top_items:
                 impact = item.get("impact", "medium")
                 cards_html += (
@@ -1025,7 +1033,7 @@ class V2VisionEngine:
             cards_html += '</div>\n</div>\n'
             pulse_md = cards_html
         else:
-            trending_pool = sorted([dict(meta, url=url) for url, meta in self.inventory.items() if isinstance(meta, dict) and meta.get("stars", 0) >= 4], key=lambda x: (str(x.get("year", "0000")) if str(x.get("year", "")).isdigit() else "0000", -x.get("stars", 0)), reverse=True)
+            trending_pool = sorted([dict(meta, url=url) for url, meta in self.inventory.items() if isinstance(meta, dict) and (meta.get("stars") or 0) >= 4], key=lambda x: (str(x.get("year", "0000")) if str(x.get("year", "")).isdigit() else "0000", -(x.get("stars") or 0)), reverse=True)
             pulse_md = "## The Agentic Pulse\n" + "\n".join([f"- **({l.get('year', 'N/A')})** [**=={nuclear_strip(l['title'])}==**]({l['url'].strip()}) {'🌟'*l.get('stars',3)}" for l in trending_pool[:5]])
         
         # Calculate coverage for the index
@@ -1055,45 +1063,6 @@ class V2VisionEngine:
             "    - **Status**: The system is incrementally processing pending resources to complete the knowledge graph.\n"
         )
 
-        # Build digest-preview block for index
-        priority_cats = [
-            "Kubernetes & Orchestration", "AI & Agents", "Security & Compliance",
-            "Infrastructure as Code", "Observability, SRE & Testing", "CI/CD & GitOps"
-        ]
-        cat_short = {
-            "Kubernetes & Orchestration": "Kubernetes",
-            "AI & Agents": "AI & Agents",
-            "Security & Compliance": "Security",
-            "Infrastructure as Code": "IaC",
-            "Observability, SRE & Testing": "Observability",
-            "CI/CD & GitOps": "CI/CD",
-        }
-        digest_preview_md = ""
-        if digest_data and "3_months" in digest_data:
-            preview_items = []
-            for cat in priority_cats:
-                entries = digest_data["3_months"].get(cat, [])
-                if entries:
-                    e = entries[0]
-                    title = nuclear_strip(e.get("title", ""))[:65]
-                    preview_items.append((cat_short.get(cat, cat), title, e.get("url", "#")))
-            if preview_items:
-                rows = "\n".join(
-                    f'    <li><span class="digest-preview-cat">{c}</span> <a href="{u}">{t}</a></li>'
-                    for c, t, u in preview_items[:5]
-                )
-                digest_preview_md = (
-                    '<div class="digest-preview">\n'
-                    '  <div class="digest-preview-header">\n'
-                    '    <span class="digest-preview-title">📊 Intelligence Digest — Top Picks (Last 3 Months)</span>\n'
-                    '    <a href="./tech-digest/" class="digest-preview-link">View all 22 categories →</a>\n'
-                    '  </div>\n'
-                    '  <ul class="digest-preview-list">\n'
-                    f'{rows}\n'
-                    '  </ul>\n'
-                    '</div>\n\n'
-                )
-
         index_md = (
             "# Nubenetes Elite Portal (V2) | Awesome Kubernetes & Cloud [![Awesome](https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\n\n"
             "!!! tip \"Nubenetes V2 Elite Portal: AI-Curated & High-Density\"\n"
@@ -1159,7 +1128,6 @@ class V2VisionEngine:
             "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"
-            f"{digest_preview_md}"
             f"{pulse_md}\n\n"
             "## Strategic Dimensions\n"
             "- **[🎥 Agentic Video Hub (Architectural Summary)](./videos/index.md)**\n\n"
@@ -1485,7 +1453,7 @@ class V2VisionEngine:
             md += f"<summary>{summary_text}</summary>\n\n"
             
             # Sort links under this tag by impact stars and then by year
-            sorted_links = sorted(by_tag[tag], key=lambda x: (-x.get("stars", 1), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0)))
+            sorted_links = sorted(by_tag[tag], key=lambda x: (-(x.get("stars") or 1), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0)))
             
             rendered_links = sorted_links[:100]
             for l in rendered_links:

v2-docs/index.md

@@ -123,20 +123,6 @@
 </div>
 </center>
 
-<div class="digest-preview">
-  <div class="digest-preview-header">
-    <span class="digest-preview-title">📊 Intelligence Digest — Top Picks (Last 3 Months)</span>
-    <a href="./tech-digest/" class="digest-preview-link">View all 22 categories →</a>
-  </div>
-  <ul class="digest-preview-list">
-    <li><span class="digest-preview-cat">Kubernetes</span> <a href="https://www.apptio.com/products/kubecost/?src=kc-com">Kubecost — real-time cost allocation for multi-cluster K8s</a></li>
-    <li><span class="digest-preview-cat">AI & Agents</span> <a href="https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview">Claude Code CLI — agentic AI coding assistant</a></li>
-    <li><span class="digest-preview-cat">Security</span> <a href="https://github.com/policy-hub/policy-hub-cli">PolicyHub CLI — searchable Rego policy library</a></li>
-    <li><span class="digest-preview-cat">IaC</span> <a href="https://github.com/shuaibiyy/awesome-tf">Awesome Terraform — curated Terraform resources</a></li>
-    <li><span class="digest-preview-cat">Observability</span> <a href="https://grafana.com/blog/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes">Grafana: High cardinality metrics in Prometheus & K8s</a></li>
-  </ul>
-</div>
-
 ## The Agentic Pulse
 - **(2026)** [**==abarrak.gitbook.io: Linux SysOps Handbook 🌟==**](https://abarrak.gitbook.io/linux-sysops-handbook) 🌟🌟🌟🌟
 - **(2026)** [**==Google I/O 2026 Official NotebookLM Document==**](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&dsh=S-651079724%3A1780398802084305&followup=https%3A%2F%2Fnotebooklm.google.com%2Flogin%3Fcontinue%3Dhttps%3A%2F%2Fnotebooklm.google.com%2Fnotebook%2F87ae4230-9dda-445a-9775-df61ad7044dc%3Fauthuser%253D0%2526pageId%253Dnone&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavtOIva2wcDqJnQlJq3nohbB8kL26HoI0qLEI-ErQFf9Roi9aGt-ViI1YzZGxXTHSAzER9n) 🌟🌟🌟🌟

v2-mkdocs.yml

@@ -96,10 +96,13 @@ extra:
   version:
     provider: mike # Ready for version switching
 
+extra_head:
+  - '<link rel="alternate" type="application/rss+xml" title="Nubenetes Intelligence Digest" href="/feed.xml"/>'
+
 extra_css:
   - https://fonts.googleapis.com/css2?family=Inter:wght@400;500;700&display=swap
   - static/extra.css
-  - static/v2_elite.css?v=2.4.0
+  - static/v2_elite.css?v=2.7.0
 
 extra_javascript:
   - static/v2_filter.js