Distributed capability computeFeatured work

a2a.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.

The front door to a governed capability mesh. You describe the state you want; it finds a path of capabilities across machines, models, and storage to get there — and hands back a verified result with its evidence.

How it works
  • Capabilities across the mesh declare what they can do in a machine-readable contract.
  • A planner composes a path from those contracts to reach the requested end state.
  • Each step runs under policy on the node that holds the right credentials — never a central choke point.
  • The result returns with a signed evidence trail of every capability that ran.
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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.

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Governed control plane · built in-house

Capability 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.

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Governed execution for untrusted AI

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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.

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Autonomous development swarm · built in-house

Headless 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.

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Proposed web standard

capabilities.txt

A small, public convention — a machine-readable file declaring what an agent or service can do — with a live directory and validator.

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Color-intelligence platform

Unichrome

A color-intelligence practice: a measured color engine (grounded in a physical colorimeter), a palette and harmony system, and a content platform behind it.

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Color → music compiler

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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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All of the lab