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confirmxxx/Swanlake
An immune system for AI agents. Per-surface canary attribution, trust-zone scoping, reflex purity, autonomous reconciliation, continuous red team. Defense-in-depth that closes its own loop.
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What We Know
- URL https://github.com/confirmxxx/Swanlake
- Framework mcp
- Sources github
- First Seen Apr 27, 2026
- Repository github.com/confirmxxx/Swanlake
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