IDKMesh — Coordinate uncertain work, but verify results before accepting them.
IDKMesh is an open-source research and engineering foundation for WorkUnit contracts, provenance and independent review. The current installable gate-audit command measures correlated errors in verifier panels; the broader Verified Swarm Runner remains a research target.
Why multiple reviewers are not enough
If AI reviewers make the same mistake, adding more votes may not increase reliability. IDKMesh studies how much independent evidence a review gate actually provides and reports known-bad candidates that passed.
Available work
Its public repository contains versioned task and verification contracts, local simulations and experiments, a read-only Control Tower for committed evidence reports, and a gate-audit CLI. The demos use synthetic fixtures; passing them is not proof of real-world correctness.
Today, and what is not established
- Versioned task and verification contracts
- Local simulations and experiments
- A read-only Control Tower for committed evidence reports
- A gate-audit command that measures correlated errors in verifier panels
- Safe coordination of thousands of production machines
- A finished Verified Swarm Runner: the multi-agent runner is incomplete
- Real-world correctness from passing the demos, which use synthetic fixtures
- Guaranteed independent judgment from independent-verifier contracts
Research boundary
The system does not claim safe coordination of thousands of production machines. Its more ambitious multi-agent runner is incomplete, and independent-verifier contracts do not guarantee independent judgment in practice.
Evidence and links
- Public source and experimentsThe open-source repository
- Capability matrixWhat is built and what is not
The capability matrix is the authoritative statement of what exists. Where it and this page differ, trust the matrix and tell us.
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