subagent-driven-development

Automating plan execution with subagents involves dispatching a fresh subagent per task to execute implementation work with isolated context. This orchestration coordinates plan extraction, task delegation, testing, and final verification to ensure clear ownership.

The two-stage review process for subagent code implementation verifies each completed task sequentially. The first stage checks spec compliance, and the second stage evaluates code quality, ensuring both correctness and maintainability of the delivered work.

Coordinating task dispatch and testing in an automated code review workflow requires orchestrating plan extraction and per-task delegation. Dispatched subagents execute tasks, followed by automated testing and final verification to complete all items.

Subagent-driven development works without external dependencies, relying entirely on internal orchestration. It uses fresh subagents with isolated context to execute tasks, applying spec compliance and code quality reviews without requiring additional components.

Using isolated context for subagent task execution ensures clear ownership and prevents context bleed between tasks. Each fresh subagent focuses strictly on its assigned implementation work before passing through the two-stage review process.

Use subagent orchestration instead of a single agent when executing complex implementation plans requiring isolated context. Dispatching fresh subagents per task ensures clear ownership and enables two-stage reviews for spec compliance and code quality.