Planning Brain.

Long-horizon planning, dependency resolution, and pre-commit simulation.

The Planning Brain generates plans, maintains long-horizon goals, and resolves dependency cycles. Before any high-impact action is dispatched, the Planning Brain produces a deterministic dry-run simulation that the user reviews as a diff against the target state (patent 15). Only on explicit confirmation does the action commit. This eliminates the class of agent errors where the assistant did the wrong thing irreversibly.

• 01Long-horizon plan synthesis
• 02Pre-commit dry-run simulation
• 03Goal state diffing for user confirmation
• 04Dependency cycle resolution