do-in-parallel

do-in-parallel Key benefits: Parallel execution - Multiple tasks run simultaneously Requirement grouping - Reduces meta-judges and judges by identifying repeatable and shared task patterns Fresh context - Each sub-agent works with clean context window Task-specific evaluation - Each meta-judge produces tailored rubrics and checklists for its specific task or group External verification - Judge applies target-specific meta-judge specification mechanically — catches blind spots self-critique misses Feedback loop - Retry with specific issues identified by judge Quality gate - Work doesn't ship until it meets threshold Show more