auto-dev

You can automate the end-to-end development workflow using multi-agent parallel-batch orchestration. This approach manages phases from requirements clarification to delivery with a single human checkpoint, enabling hands-off progress while running simultaneous sub-agents.

Multi-agent parallel-batch orchestration works by running simultaneous sub-agents across development phases. It coordinates remote teams, applies TDD-driven cycles with continuous verification, and uses session-based state management to recover gracefully from interruptions.

Yes, you can run non-interactive TDD cycles with automated verification across multiple projects. The workflow supports phase-based automation, environment setup, file-claim coordination, and session management to handle parallel execution and remote coordination.

The best way to manage automated dev-ops sessions is through session-based state management with automated validation and reporting. This mechanism tracks parallel-batch progress and handles environment setup, ensuring graceful recovery when interruptions occur during feature development.

You need an environment setup that supports non-interactive execution and file-claim coordination to coordinate parallel sub-agents. The workflow requires initializing the project and starting the feature workflow with a single command to trigger the automated pipeline.

Automated workflow requires a single human checkpoint to validate requirements clarification and verify delivery readiness. This minimizes human intervention while ensuring the multi-agent parallel-batch orchestration, TDD cycles, and remote coordination align with project specifications.