Cross-agent memory layer with a write-time-zero-LLM design · LongMemEval-S 500q head-to-head retrieval P@1 0.890 vs mem0 0.774 · e2e 42.6% → 75.4% · MCP + A2A · drift detection · local-first
Trust middleware for Jev decision APIs - log every call, measure calibration in YOUR domain, spend confidence at its verified exchange rate.
Verification SDK for AI agent outputs - attest-at-generation, verify-on-consume. Pure stdlib, zero dependencies.
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