planner

Task decomposition breaks high-level objectives into ordered, verifiable tasks with explicit dependencies and acceptance criteria. You provide an objective, and the system generates a sequenced plan with auditable milestones and clear handoffs.

Dependency-aware task planning analyzes task relationships to prevent cycles and optimize safe parallelism. You need it for complex initiatives requiring clear handoffs, explicit dependency tracking, and independent task verifiability.

To ensure tasks have concrete acceptance criteria, the planning process enforces independent verifiability by defining specific deliverables for each task. This guarantees every ordered task meets explicit requirements before handoff.

Yes, task planning is designed for complex initiatives requiring safe parallelism. It analyzes task dependencies to allow concurrent execution where safe, preventing cycles while maintaining clear handoffs and reliability.

Automated task decomposition relies on mapping the codebase first to inform sequencing, meaning inaccurate initial mapping can affect dependency ordering. It also requires strict guardrails and error handling to maintain reliability during complex handoffs.