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

3•rajivprab•1h ago
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/

Artemis II Is Back

1•anju-kushwaha•1m ago•0 comments

Did you notice the command error exit in the shell?

https://monzool.net/blog/2026/04/10/error-banner-in-shell/
1•birdculture•2m ago•0 comments

Beyond the Sky: How Jeffery Yan built Hyperliquid

https://colossus.com/article/beyond-the-sky-jeffrey-yan-hyperliquid/
1•firloop•3m ago•0 comments

Show HN: Turn Text into Beautiful Font

https://fontgeneratorx.com/
1•artiomyak•3m ago•0 comments

Cognitive science can help us design better software – CogZest

https://cogzest.com/2026/04/how-cognitive-science-can-help-us-design-better-software/
1•LucCogZest•5m ago•0 comments

137-Year-Old Piece of Eiffel Tower to Be Auctioned in Paris

https://www.nytimes.com/2026/04/09/world/europe/eiffel-tower-auction.html
1•paulpauper•5m ago•0 comments

Show HN: A Chatting Website That Uses Nostr

https://inbondz-chat.pages.dev
1•wasimsk•6m ago•1 comments

The Effects of Gender Integration on Men: Evidence from the U.S. Military

https://academic.oup.com/qje/advance-article/doi/10.1093/qje/qjag016/8551347?login=false
1•paulpauper•6m ago•0 comments

Show HN: Bloomberg Terminal for LLM ops – free and open source

2•amans9712•6m ago•0 comments

What explains heterogeneity in AI adoption?

https://www.siliconcontinent.com/p/what-explains-heterogeneity-in-ai
1•paulpauper•6m ago•0 comments

Draining Wallets via Prompt Injection in Coinbase AgentKit

https://457e884c.x402warden-blog.pages.dev/research/coinbase-agentkit-prompt-injection/
1•xxmrlnxx•8m ago•0 comments

The Process Is the Product

https://tylermaran.substack.com/p/the-process-is-the-product
1•themanmaran•8m ago•0 comments

The Rational Conclusion of Doomerism Is Violence

https://www.campbellramble.ai/p/the-rational-conclusion
2•thedudeabides5•9m ago•0 comments

Average Is All You Need

https://rawquery.dev/blog/average-is-all-you-need
1•AlexC04•9m ago•0 comments

Multiplicity

https://m-u-l-t-i-p-l-i-c-i-t-y.org/
1•marukodo•10m ago•0 comments

Consensus Formation and Change Are Enhanced by Neutrality

https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.202512301
1•PaulHoule•10m ago•0 comments

Warp DB

https://warp.thegeeksquad.io/
1•thunderbong•11m ago•0 comments

Gram 1.0 Released

https://gram.liten.app/posts/first-release/
1•DiabloD3•11m ago•0 comments

I Built an Autonomous Flying Umbrella [video]

https://www.youtube.com/watch?v=EYRrUiM_A6g
1•CharlesW•12m ago•0 comments

Show HN: Mcptube – Karpathy's LLM Wiki idea applied to YouTube videos

https://github.com/0xchamin/mcptube
1•0xchamin•12m ago•0 comments

Hermes Agent (by Nous Hermes) quickly ranked #1 on OpenRouter

https://twitter.com/Teknium/status/2043122514986139763
1•larodi•12m ago•1 comments

After Criticizing Pope, Trump Posts Image of Himself as a Jesus-Like Figure

https://www.nytimes.com/2026/04/13/us/politics/trump-jesus-pope-leo-truth-social-post.html
2•treetalker•13m ago•1 comments

Texas Tech cancels academic programs "centered on" sexual orientation, gender

https://www.texastribune.org/2026/04/10/texas-tech-ban-gender-identity-sexual-orientation-academics/
1•hn_acker•14m ago•1 comments

Configuration flags are where software goes to rot

https://00f.net/2026/04/11/config-flags/
1•mperham•14m ago•0 comments

You're gonna need a bigger benchmark, METR

https://www.lesswrong.com/posts/3SywPAjGQWCtQFafb/you-re-gonna-need-a-bigger-boat-benchmark-metr
1•frmsaul•15m ago•0 comments

Problems Before the Real Problem: The First Lessons of Apollo 13

https://w3.ibm.com/ibm/open-innovation-community/initiatives/69ba803f20eb5edfdccbbb90
2•flyingbarron•16m ago•0 comments

From Pal to Verilog: Writing the A4092 Logic from Scratch

https://amiga.technology/blog/from-pal-to-verilog/
1•freediver•16m ago•0 comments

Cozy Cafe Idle Game

https://beans.cozyidle.click/
1•kstaykov•17m ago•0 comments

Patterns.dev Skills

https://github.com/PatternsDev/skills
3•iqen93•17m ago•0 comments

Flowers for Algernon

https://en.wikipedia.org/wiki/Flowers_for_Algernon
1•tosh•19m ago•0 comments