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1. iron-thread iron-thread Public

   Iron-Thread is an open-source middleware checkpoint between AI and your database. It intercepts outputs to run strict structural diagnostics. If validation fails, it automatically forces the AI to …

   Python 4 2

2. chain-thread chain-thread Public

   Open agent handoff protocol and verification infrastructure. The missing layer for multi-agent AI systems.

   Python 3

3. test-thread test-thread Public

   "pytest for AI agents." Open-source testing framework. Define what your agent should do. Run it. Get pass/fail results with AI diagnosis. Tests whether your agent behaves correctly across runs

   Python 3 1

4. policy-thread policy-thread Public

   Define what your AI must always do and never do. PolicyThread watches every live interaction and tells you when it breaks the rules.

   Python 3 2

5. infinite-conversation-architecture infinite-conversation-architecture Public

   A system architecture proposal for infinite AI conversation continuity, solving the context window limit through a five-component memory framework: sliding hot window, conversation graph, state doc…

   Python 3 2

6. behavioral-fingerprint behavioral-fingerprint Public

   Capture how your AI agent behaves at deployment. Monitor how that behavior changes over time. Know when the agent you deployed is no longer the agent you have.

   Python