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ai-memory · Swarm/Hive Tool Validation

agent-driven · GLM-5.3-Flash NHIs exercise the tool surface over the encrypted (mTLS) daemon · scaling runs increase coverage
—%
functional / total
Goal: 100%
every tool & feature
validated as designed
validated — returns correct result fail-closed by design — correctly enforces its contract (auth / attestation / validation / precondition) refining — harness tightening valid inputs (not a confirmed defect)
Fable 5 (conductor) · deterministic harness — GLM-5.3-Flash never runs this · a tool is green only when it actually returns what it was designed to return.
ai-memory™ · Apache-2.0 · © 2026 AlphaOne LLC
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