AI From Scratch/Phase 19/Lesson 02/30 hours

Capstone 02 — RAG over Codebase (Cross-Repo Semantic Search)

CapstonePython (ingestion)TypeScript (API + UI)

Every serious engineering org in 2026 runs an internal code search that understands meaning, not just strings. Sourcegraph Amp, Cursor's codebase answers, Augment's enterprise graph, Aider's repomap, Pinterest's internal MCP — same shape....

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