hotato 0.10.0 - Guardian/Fleet
Recompute-from-audio proof gate + zero-dependency local fleet control plane.
The proof gate re-derives every verdict from on-disk audio under a pinned trial manifest and refuses forged verdicts, same-audio re-encodes, dropped fixtures, and unrelated-stimulus trials. Evidence lattice, capture receipts, contract attestation, honest trust headline, boundary sensitivity. Local fleet: registry (no agent cap), content-addressed store, idempotent leased jobs, Guardian loop that recommends and never auto-deploys, adapters, canary/rollback, MCP tools, 'start --stereo'. Adversarially audited + fix-verified; 1688 tests.
Install: pip install hotato==0.10.0 · or uvx hotato