autonomous-execution

Closed-loop plan-review-execute when agent autonomy + explicit review gates matter

Best for: end-to-end feature validation with concrete evidence and fix-revalidate loops.

Orchestrate multi-phase go tasks with structured verification and recovery.

Automated auditing and fixing of Go code issues.

Accelerating milestone validation with parallel dimension checks and adversarial bias detection.

Executing goals with checkpoint commits, review loops, and deep judging until complete.

Iterative task execution with real-time progress verification and stagnation detection.

Building approval-gated automation for operations (email triage, content moderation).

Long-running durable work with checkpoints when context resets and manual QA are acceptable overhead.