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  "body": "# Cole Medin - Best AI-Coding Videos (OKF Bundle)\n\nAn [Open Knowledge Format](https://github.com/GoogleCloudPlatform/knowledge-catalog) bundle of Cole Medin's best videos on *principled agentic engineering* - curated so any AI second brain can mount it and search it deeply. Point your agent at it and ask it anything Cole has taught about AI coding: Claude Code, context engineering, the PIV loop, the AI layer, and the new Archon harness builder.\n\n## Sections\n\n* [videos/](videos/index.md) - per-video knowledge docs (summary, key ideas, tools, links) - all transcript-verified\n* [concepts/](concepts/index.md) - cross-cutting themes that link the videos\n\n## Themes at a glance\n\n* **Context Engineering & the PRP Framework** - Cole's signature thesis: AI coding assistants fail from missing context, not weak models - so engineer the context up front.\n* **The PIV Loop (Plan → Implement → Validate)** - Cole's core operating loop: you own the planning and validation, the agent owns the implementat",
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