Multi-Repo Memory Architecture — The .ai-memory Federation Pattern

Two-layer federated memory with per-repo .ai-memory/, central per-agent knowledge bases (PRD/Dev/QA), aggregator agent, and cross-repo write-back

Course access required · Part of Building AI Agents with Claude