subagent-driven-development

Automating implementation plans with isolated context involves dispatching a fresh subagent per task to prevent cross-task drift. This approach ensures each task operates within its own context boundary before undergoing a two-stage review.

Two-stage code review for spec compliance works by first verifying that the implementation meets the specification, then enforcing code quality standards. This sequential process ensures functional accuracy before evaluating structural quality.

You need fresh subagents for task-by-task code generation to prevent cross-task context drift. Isolating the context for each task ensures deterministic execution and maintains strict spec compliance across independent tasks.

Yes, you can use subagent orchestration for independent tasks within a plan. The system relies on coordinated agents to provide a deterministic workflow with clear status handling and retry loops for each task.

The best way to enforce spec compliance before code quality review is through a deterministic, guarded execution flow. This workflow applies a two-stage review process to ensure specifications are met prior to evaluating code quality.