From 86efde40666a992878a332ef309fb8ee51ea31c1 Mon Sep 17 00:00:00 2001 From: Nubenetes Bot Date: Sat, 23 May 2026 12:16:34 +0200 Subject: [PATCH] docs: refine technical hierarchy documentation and fix typos in changelog --- CHANGELOG.md | 2 ++ README.md | 9 +++++---- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index b459ec48..41b5a09d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -101,6 +101,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - **Troubleshooting Masterclass**: Integration of learnk8s.io troubleshooting guides. + - **Famous Kubernetes Resources 2019**: First annual curation of the most impactful ecosystem assets. - **External Validation**: Merged major OpenShift documentation improvements (Contribution by **Francesco Marchioni** in [PR #3](https://github.com/nubenetes/awesome-kubernetes/pull/3)). @@ -128,3 +129,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - **Alpha Inception**: Initial repository creation and genesis of the Cloud Native knowledge base. - **BMW IT-Zentrum Era**: Foundation of the Munich-based engineering standards and self-service developer platform patterns. +dation of the Munich-based engineering standards and self-service developer platform patterns. diff --git a/README.md b/README.md index 338b7517..f9533a7c 100644 --- a/README.md +++ b/README.md @@ -497,10 +497,11 @@ To eliminate configuration overhead and ensure Nubenetes always utilizes the fro 6. **Pre-Flight Local Caching**: Performs an autonomous look-up in [`data/inventory.yaml`](data/inventory.yaml) before any AI operation. ### 6.7. High-Fidelity Multimedia Extraction (Mandate 25) -Nubenetes utilizes a production-grade extraction hierarchy to ensure technical videos are curated with 100% fidelity to their original descriptions and transcripts: -1. **Primary: YouTube Data API v3**: Guaranteed extraction of titles and full descriptions via official Google endpoints (0% bot-detection failure). -2. **Secondary: yt-dlp (Mobile/Embedded Clients)**: Robust scraping fallback using specialized player clients. -3. **Tertiary: Gemini Pro Grounding**: Direct Google Search retrieval if the platform blocks all automated access. +Nubenetes utilizes a production-grade **4-Tier Extraction Hierarchy** to ensure technical videos are curated with absolute fidelity to their original intent: +1. **Tier 1: YouTube Data API v3 (Official)**: Guaranteed extraction of official titles and descriptions via Google Cloud endpoints (0% bot-detection failure). +2. **Tier 2: Robust Extraction (yt-dlp)**: Secondary layer for extracting deep metadata and **official transcripts** when API keys are unavailable or restricted. +3. **Tier 2.5: Standard Metadata (httpx)**: Minimalist HTML scraping fallback for rapid pre-verification of link existence. +4. **Tier 3: Gemini Pro Grounding (Search)**: If previous tiers return generic platform data (e.g., "YouTube"), the system triggers a **Gemini Pro Search Audit** to locate verified technical details from the live web. ### 6.8. Critical Secrets and Environment Variables