An enterprise AI workspace where an AI Planner, Architect, Developer, Tester, Debugger, and Security Reviewer collaborate through explicit state machines with CodeRAG retrieval and strict human-in-the-loop oversight.
Explicit typed state checkpointed to PostgreSQL. Task workflows pause cleanly at human approval gates and survive worker restarts seamlessly.
Dense vector similarity (pgvector HNSW) combined with BM25 lexical keyword search and AST-driven tree-sitter chunking for context assembly.
Ephemeral Docker containers with network and resource constraints run generated tests and build commands safely outside host environments.
Argon2id password hashing, rotating DB-backed JWT refresh tokens, prompt-injection defense wrapping, and multi-tenant project isolation.