Auxo Agent Harness
The runtime behind the study above: untrusted models do real work under policy, with signed, replayable evidence and no authority to act on their own.
The runtime behind the Governing Untrusted AI study. It lets a weak or untrusted model do real production work without ever trusting it: the model proposes, and the harness owns whether anything actually happens.
- Four ownership layers keep the model at zero effect authority — it can suggest, never act.
- Six veto gates run as property tests on every step; a failed gate stops the effect, it doesn’t just log it.
- Effects are crash-proof and exactly-once — a mid-run failure never double-writes or half-writes.
- Every step is captured as signed, hash-chained evidence you can replay from a fresh checkout.
Capability Host Protocol
The open standard the whole agency is built on: software declares what it can do, agents and systems discover and invoke it, and every call is governed and turned into tamper-evident evidence.
Explore Governed control plane · built in-houseCapability Gateway
The governed front door between the outside world and the mesh: every request becomes a single, narrow, policy-checked, append-only-audited capability invocation — and it powers this site’s own intake.
Explore Distributed capability computea2a.computer
The front-door to a governed capability mesh: describe the state you want, and it finds a capability path across machines, models, and storage — returning a verified result with evidence.
Explore Autonomous development swarm · built in-houseHeadless Agents
Express intent as an issue on a Radicle repo; a governed agent swarm plans it, writes the code, verifies its own work, and opens a patch for a human to review.
Explore Proposed web standardcapabilities.txt
A small, public convention — a machine-readable file declaring what an agent or service can do — with a live directory and validator.
Explore Color-intelligence platformUnichrome
A color-intelligence practice: a measured color engine (grounded in a physical colorimeter), a palette and harmony system, and a content platform behind it.
Explore Color → music compilerChromaphone
A rule-governed audiovisual compiler: it turns a palette — five hex, a photo, or a live colorimeter scan — into an explained musical score through a traced, inspectable pipeline.
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