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Qualify current and candidate coding-agent Stack Releases on representative private work in isolated managed environments, then prepare the next action only for workloads that pass.
- Immutable current and candidate Stack Releases
- Private Golden Set and frozen regression suites
- Paired and repeated managed qualification runs
- Exact-commit GitHub qualification check and summary
- Workload-level promote, restrict, or continue decisions
- Observed accepted-task cost with missing effort shown
- Readable Decision Reports and signed exports
- Draft and sealed rollout plans for external deployment systems
- Runtime identity evidence when a supported agent connection is present