implement_plan_micro

Automating technical plan implementation requires orchestrating agent execution and managing state transitions from initialization to completion. This ensures each development step is verified and aligned with the overall objective.

Multimodal logic verification in workflow automation validates development steps using Temporal, Deontic, and Epistemic constraints. It integrates Justification, Inferential Erotetic, and Dynamic Epistemic Logic to ensure robust spec-driven adherence.

Managing state handoffs during agent orchestration requires a defined state machine that handles direct and orchestration modes. This mechanism manages recovery post-compaction to ensure continuous execution.

Implementing formal specifications automatically translates multimodal logic into actionable development steps. It orchestrates micro-tasks by spawning agents, verifying their output, and ensuring adherence to temporal and deontic constraints.

You need deontic and epistemic constraints for spec-driven implementation when verifying complex agent outputs against formal rules. These constraints ensure the automated workflow adheres to temporal conditions and system obligations.