Merge branch 'develop'

README.md

@@ -139,7 +139,7 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T
 | :--- | :--- |
 | **Total Technical Resources (Links)** | **15214+** |
 | **Specialized MD Pages** | **161** |
-| **Total Commits** | **5034+** |
+| **Total Commits** | **5036+** |
 | **Primary AI Engine** | **Google Gemini (Agentic)** |
 <!-- HEART_STATS_END -->
 
@@ -177,7 +177,7 @@ 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 | 1475 | 6,091 | **Agentic AI Surge** (May 2026 Inception) |
+| 9 | 2026 | 1477 | 6,100 | **Agentic AI Surge** (May 2026 Inception) |
 <!-- ANNUAL_GROWTH_END -->
 
 <!-- ANNUAL_CHART_START -->
@@ -193,8 +193,8 @@ 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 --> 9000
-    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 6091]
-    bar [350, 142, 2046, 531, 402, 30, 53, 5, 1475]
+    bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 6100]
+    bar [350, 142, 2046, 531, 402, 30, 53, 5, 1477]
 ```
 <!-- ANNUAL_CHART_END -->
 
@@ -203,7 +203,7 @@ xychart-beta
 | Month | Commits | Est. New Refs | Status |
 | :--- | :---: | :---: | :--- |
 | 2026-04 | 25 | 103 | Active Curation |
-| 2026-05 | 1450 | 5,988 | **Agentic Inception (Gemini Era)** |
+| 2026-05 | 1452 | 5,996 | **Agentic Inception (Gemini Era)** |
 <!-- MONTHLY_SURGE_END -->
 
 ### 2.4. Content Distribution and Semantic Clustering

docs/remote-tech-jobs.md

@@ -5,7 +5,6 @@
 3. [Kubernetes](#kubernetes)
 4. [Spain](#spain)
 5. [Tweets](#tweets)
-6. [Videos](#videos)
 
 ## Introduction
 

src/enrich_videos.py

@@ -72,15 +72,28 @@ async def main():
     if not os.path.exists(INVENTORY_PATH):
         return
 
+    force_enrich = os.getenv("FORCE_ENRICH", "false").lower() == "true"
+
     with open(INVENTORY_PATH, "r") as f:
         inventory = yaml.safe_load(f)
 
     video_urls = [u for u, e in inventory.items() if e.get("is_featured_video")]
     
     tasks = []
+    skipped = 0
     for url in video_urls:
+        if inventory[url].get("is_enriched") and not force_enrich:
+            skipped += 1
+            continue
         tasks.append(enrich_video_entry(url, inventory[url]))
 
+    if skipped > 0:
+        log_event(f"[*] Skipped {skipped} already enriched videos. Use FORCE_ENRICH=true to re-process.")
+
+    if not tasks:
+        log_event("[*] No videos need enrichment.")
+        return
+
     # Process in small batches to respect rate limits
     batch_size = 5
     for i in range(0, len(tasks), batch_size):