gsd-headless

You can orchestrate project workflows and manage milestones headlessly via CLI to automate execution, monitor progress, and control development phases without a graphical UI. It enables agents and scripts to run end-to-end coordination deterministically.

Running planned development phases end-to-end in CI/CD pipelines is achieved by executing headless CLI commands with flags like --auto to drive the discuss, plan, execute, verify, and summarize lifecycle automatically.

Yes, you can stream JSON events and query state from CLI orchestration to external dashboards. Using the --json and --events flags provides telemetry and instant status inspections for automation monitoring.

The best way to coordinate multiple workers in headless workflow orchestration is using CLI references for batch and parallel patterns. It supports deterministic, reproducible automation by managing execution state and concurrent tasks without a GUI.

Headless CLI orchestration supports creating milestones directly from specs. It manages the entire milestone lifecycle, allowing agents to generate project phases from specification inputs and execute them programmatically.

CLI flags like --context and --auto drive deterministic workflow automation, but require precise spec inputs and configuration. Limitations include dependency on correct command sequencing and managing state externally when coordinating parallel workers without GUI feedback.