subagent-driven-development

To execute implementation plans without context pollution, dispatch fresh isolated subagents for each task. This prevents stale or conflicting session context from degrading code generation, ensuring each task runs cleanly and independently within the current session.

Automated spec compliance and code quality review runs as a two-stage gate after each task. Spec compliance is validated first, then code quality is reviewed, triggering fix-and-re-review loops until the implementation is fully approved.

The best way to automate workflow execution for mostly independent tasks is dispatching isolated per-task agents. This approach executes all plan tasks in sequence continuously, stopping only for true blockers or missing context.

Subagent-driven development supports continuous execution without unnecessary manual check-ins. It processes all tasks from the plan in sequence automatically, pausing only when escalation conditions like true blockers or missing context occur.

When a task fails code review during automated implementation, fix loops are triggered until issues are resolved. If escalation conditions like missing context or true blockers occur, execution stops to prevent further errors.

Yes, you can use isolated agents for test-driven development and spec compliance validation. Each per-task agent executes in a fresh context, followed by ordered review gates that enforce spec compliance and code quality before proceeding.