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metagpt

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Manusclaw: Unleash self-reasoning CLI beasts to execute code, browse the web, and dominate tasks — across 12+ messaging channels, with voice wake, live canvas, SSH control, and multi-agent routing. No limits. Pure power.

  • Updated Jun 9, 2026
  • Python

Catch the step where an AI agent contradicts a decision it already made, and read how much functional life the run has left. Adapters and a CLI for the committed-state and expiry reads over LangGraph, CrewAI, Letta, OpenInference, DBOS, coding-agent traces, and the logs of ChatDev, MetaGPT, OpenManus, Magentic-One, HyperAgent, AppWorld and AG2.

  • Updated Sep 18, 2026
  • Python

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