I built a tool that automatically turns tickets into design doc and PRs

Hi HN! I built Code Prodigy ( https://codeprodigy.io/ ), an autonomous AI engineer that lives on your ticket tracker. When someone files a ticket in Jira (or Linear, Asana, Trello...), it:

1. Investigates the ticket across all your repos, and creates a design doc 2. Opens one or more PRs implementing the requested change 3. Responds to comments on its own PRs or on the original ticket. Rebases, addresses feedback, pushes updates

It's not a chat window you have to prompt. It just watches your ticket tracker and starts work as soon as a ticket is created. Nothing gets merged or deployed until one of your engineers has reviewed and signed-off on it.

How it works: Each job spins up an ephemeral docker container in AWS with the Claude Agent SDK. The agent runs a workflow that identifies the relevant repositories, investigates the existing codebase, comes up with a design plan for the ticket's requirements, implements it, and spins up fresh agents to review its own work. Your code and your tickets are only ever made accessible to agents that are working for you, in a fresh docker container in a private subnet.

What makes it different from somewhat-similar products: - completely hosted by us. zero infra or setup needed on your end - no model lock-in. we use whatever is SOTA at the present time - works with whatever ticketing system or version-control system your team is using. no migration needed - watches for comments on its PRs or tickets, and iterates based on your feedback - uses industry best practices for getting optimal ai results. Eg, research, plan, implement, independent review, independent revision, etc - zero manual steps needed to kick off the agent, thus massively accelerating organizational adoption

We built this tool because we got tired of tickets sitting in the backlog for weeks and weeks. Having an AI agent automatically produce a design doc and PR has been a huge accelerator. Even when its output isn’t perfect, it still helps immensely in overcoming inertia - allowing tickets to get resolved in days, instead of weeks.

If this sounds interesting to you, reach out to us and we’d love to give you a demo and answer any questions you may have. We’re happy to build support for any ticketing system and version-control system your team is using.

https://codeprodigy.io/