Research collections

Static, transcript-backed reading lists — each item opens a canonical moment page with citations. Labels are heuristic source context, not endorsements.

Best RAG-style explanations (indexed clips)
Retrieval-augmented generation and embedding-heavy explanations pulled from the public transcript index. These are heuristic picks from spoken tutorials and courses — not verified research claims.
Kubernetes explained — beginner + technical clips
Mixed-depth Kubernetes moments from indexed long-form tutorials. Compare how different creators introduce orchestration concepts before jumping to a full course.
Anthropic, labs, and AI scaling context
Podcast and interview clips referencing Anthropic and lab economics. Source labels flag commentary vs. tutorials — listen to the full segment before citing.
Startup, CapEx, and operator podcasts
High-signal business and infrastructure discussions from indexed interviews. Heuristic grouping — not personalized advice.
TypeScript explanations
Beginner-friendly TypeScript course intros and adjacent JavaScript context from the same indexed uploads.