# Works on my machine: how we use AI to reproduce reported bugs

DevFeed: [Works on my machine: how we use AI to reproduce reported bugs](<https://devfeed.tech/articles/works-on-my-machine-how-we-use-ai-to-reproduce-reported-bugs-24088.md>)

Original publisher: [Read original article](<https://blog.sentry.io/ai-bug-reproduction/>)

Author: Neel Shah

Published: 2026-06-08T09:00:00Z

Content type: article

Language: en

Sources: [Sentry Blog](<https://devfeed.tech/sources/sentry-blog.md>)

Topics: [Claude](<https://devfeed.tech/topics/claude.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [bug](<https://devfeed.tech/topics/bug.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Development](<https://devfeed.tech/topics/development.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Python](<https://devfeed.tech/topics/python.md>), [Django](<https://devfeed.tech/topics/django.md>), [Boilerplate](<https://devfeed.tech/topics/boilerplate.md>), [Concurrency](<https://devfeed.tech/topics/concurrency.md>), [legacy](<https://devfeed.tech/topics/legacy.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [bugs](<https://devfeed.tech/tags/bugs.md>), [claude](<https://devfeed.tech/tags/claude.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [django](<https://devfeed.tech/tags/django.md>), [frameworks](<https://devfeed.tech/tags/frameworks.md>), [github](<https://devfeed.tech/tags/github.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [python](<https://devfeed.tech/tags/python.md>), [sdks](<https://devfeed.tech/tags/sdks.md>)

## AI overview

Sentry's SDK teams use a Claude skill to automate parts of reproducing reported bugs, including setting up boilerplate environments and playgrounds with the required parameters. The approach is intended to reduce triage time across the team's large SDK ecosystem.

## Source excerpt

How Sentry's SDK team built a Claude skill to auto-reproduce bug reports, reducing triage time across 159 packages.