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SPEC-TO-SHIP: A Multi-Agent Pipeline That Turns Feature Ideas Into Production Code

DEV Community·Nilofer 🚀·19 days ago
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#how#ai#multiagent#opensource#agent#pipeline
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Writing a feature spec and getting it to production involves a lot of steps, architecture decisions, task planning, implementation, testing, and code review. In a real engineering team, these are handled by different people with different specializations. Most AI coding tools collapse all of that into a single step and ask one model to do everything. SPEC TO SHIP takes a different approach. It orchestrates five specialized AI agents Architect, Planner, Engineer, QA, and Reviewer within a single Node.js process to simulate a complete startup engineering team workflow. Raw feature ideas go in. Committed, tested, reviewed code comes out. The Five Agents The pipeline follows a sequential flow where each agent's output informs the next, with a tight loop between Engineering and QA. Each agent has a defined role, a specific output format, and a clear handoff point - so no single agent is asked to do more than it is designed for. ArchitectAgent-Senior Software Architect: The first agent in the pipeline.…

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