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To automate code generation from a PRD, convert markdown documents into JSON format and run an autonomous agent loop to iteratively implement user stories and manage commits. This process handles branch creation and quality checks automatically.

An autonomous agent loop handles agile development by executing user stories defined in a structured JSON file one by one. It iterates through code generation, runs quality checks, and manages git commits within a defined project structure.

Converting markdown PRDs to JSON involves parsing the markdown document to extract user stories and requirements, structuring them into a valid JSON format, and using that file to initiate an automated iterative coding and commit workflow.

Yes, specific story sizing and ordering principles are required for successful autonomous code generation. Adhering to these defined principles ensures the autonomous agent loop can properly execute development, testing, and commit management tasks.

Yes, you can automate branch creation and commit management directly from product requirements. The autonomous agent loop reads the structured JSON file and automatically handles branch creation, iterative code implementation, and commit management.