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Methodology v2.0 · snapshot 2026-09-12 · stale after 2 days

About

The foundation layer for agentic intelligence.

Ship full-stack agentic systems the way they're meant to be built — production-ready, secure by default, with the developer experience modern Python deserves.

From your first agent to a fleet running in production — without gluing libraries together.

One call. Auto tool discovery from MCP servers. Memory auto-searched before every invocation. Guardrails block injection and redact PII. Semantic cache serves similar queries instantly. Full observability.

Five pillars. One framework. Each pillar replaces an entire category of libraries you would otherwise assemble yourself.

Turn any LLM into a production-ready agent with one function call.…

Across sources

870 Stars
  • Stars 870
  • Forks 129
  • Commits 141
  • Releases 7