FastAPI framework, high performance, easy to learn, fast to code, ready for production
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A fast, user friendly ORM and query builder which supports asyncio.
Streaming reactive and dataflow graphs in Python
Ultra-fast websocket client and server for asyncio
Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success claims need test evidence; your reverts are remembered. Local-only, stdlib runtime.