Keep GitHub Actions
Target: preserve existing workflows, check runs, conclusions, step logs, and artifact semantics.
Ephemeral by default
Design constraint: every accepted job receives one clean execution and the runner is not intentionally reused.
See the lifecycle
In validation: admission, preparation, connection, execution, finalization, and cleanup visibility.
Bring your agents
Target: use the same documented operations through the dashboard, CLI, API, MCP, and agent skill.
Separate failure classes
Target: separate workflow failure from execution infrastructure failure before debugging.
Bounded evidence
The active catalog exposes only implemented evidence operations and explicitly marks unavailable data.