critic-evolution

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VictorVVedtion / tcell

A cognitive immune system for AI agents. Self-evolving critics detect thinking pattern biases through context isolation. Inspired by Karpathy's autoresearch.

python open-source ai-safety cognitive-bias context-isolation ai-agent ai-monitoring ai-testing ai-quality llm-evaluation self-evolving claude-code autoresearch critic-evolution

Updated Mar 28, 2026
Python

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