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Designs dry-run experiments across query rewrites, indexes, workload twins, and rollout gates.
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Based on SOC occupation classification
Produces a board-level briefing for closed-loop autonomous database operations.
Enforces closed-loop dry-run boundaries and blocks autonomous production apply.
Scores whether enough evidence exists to recommend, defer, or escalate an autonomous operator decision.
Compares do-nothing, dry-run-change, rollback, and defer scenarios for an operating objective.
Builds an executive-grade decision evidence packet from runtime signals and confidence checks.
Critiques proposed dry-run actions for blast radius, rollback gaps, tenant risk, and weak evidence.
| name | autonomous-experiment-planner |
| description | Designs dry-run experiments across query rewrites, indexes, workload twins, and rollout gates. |
dry_run.experiments, abortCriteria, decision, safeNextAction