Deterministic State Management & Replay Engine for LLM Agents

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  • License: Apache Software License (Apache License)
  • Author: Gennadii Dobretsov
  • Requires: Python >=3.8
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bulus

Debug AI Agents like never before. An immutable memory ledger ("Ice") that lets you freeze, rewind, and fork production sessions inside Jupyter Notebooks. Implements the Stateless Brain pattern.

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  • License: Apache Software License (Apache License)
  • Author: Gennadii Dobretsov
  • Requires: Python >=3.8
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