Integrate
The dashboard is a client of the same API you get. Start sessions from CI and scripts, read typed results back, and let agents spawn agents.
REST API
structured_output: type: json_schema json_schema: type: object properties: findings: type: array items: type: object properties: title: { type: string } severity: { enum: [low, medium, high] } required: [title, severity] required: [findings]Structured output
Composition
Define in YAML, deploy with git push
Starter YAML templates for common tasks
You can close your laptop now
An isolated computer for every session
Observe and monitor fleetwide
Boundaries up front, receipts afterward
Engineering metrics for the age of AI