Claude’s Dynamic Workflows architecture

Technical details on Dynamic Workflows in Claude Code are out. The system is an execution environment managing sub-agents through deterministic scenarios.

The core primitives are agent to launch a sub-agent, pipeline for independent task-stage execution, and parallel for synchronization barriers. Devs recommend using pipeline by default to avoid idle time.

Reliability comes from competitive verification patterns where independent critics try to refute each other’s conclusions. On interruption, the system resumes from cached steps; non-deterministic functions like Math.random are disallowed in the code.