Every domain left an instrument behind.

Reads drawings and live telemetry, predicts faults with hours of lead time, and is architecturally forbidden from touching a breaker.

Cross-vendor equipment documentation crawled into one content-addressed corpus and made answerable, with citations back to the exact page.

Watches the other instruments for drift, scope violation and quota anomaly, and reports. It does not enforce.

Over 3.7 billion biodiversity records mirrored to disk, rebuilt to answer in milliseconds, pinned to a snapshot date.

A fourteen-agent manufacturing intelligence platform on a local-first stack.

Enforces declared scope and behavior rules on agentic systems. Hard constraints over soft preferences.

Predicts beat placement and rhythmic structure from incomplete audio.

Detects and classifies the moments in audio that produce a physical response, and outputs where they are and how strong.

A self-monitoring agent that has to earn its autonomy: a seven-label behavioral classifier, a hash-anchored audit trail, and memory that survives restarts.

Six on-chain programs implementing Proof of Coherence: a five-axis score an agent has to clear before the network treats its actions as trustworthy.

A large record made answerable, with the page it read handed back alongside the answer.

The macro view: every instrument in the registry and the paths a query takes through them.

A framework for cross-domain pattern transfer: name the analogy and test it before it hardens into a build.

Over 3.7 billion biodiversity records mirrored to disk, rebuilt to answer in milliseconds, pinned to a snapshot date.

A large record made answerable, with the page it read handed back alongside the answer.