Reproduce user described bugs in clean sandbox environments
Customers file bugs from their AI assistant into a live copy of your app. Triage replays each report on a clean machine and sends you the ones that break again.
Hi Product Hunt 👋
I built Triage because I wanted to help open source maintainers get their issue inbox to zero. I started with the most painful part: reproducing bugs.
Reporting a bug should take seconds. So Triage runs an MCP server, and users report bugs straight from the AI assistant they already use (Claude Code, Codex, Cursor, OpenCode). Triage takes the description and rebuilds the bug in a clean sandbox with no network, pinned to the exact version. Then it replays it several times. If it can’t reproduce the bug, it asks the reporter one narrow question, and they answer only if they want to.
When a bug reproduces, maintainers get a report page that reads like a README: what happened, the exact command and output, the replay results, and a minimal repro they can download and run offline. Triage replays open reports against every new release and tells you when one stops reproducing. It never posts issues, comments or PRs on your behalf; maintainers decide what gets published.
One honest limit today: library bugs are reproduced headless, in Node with a simulated DOM. Bugs that only show up in a real browser may not reproduce yet.
I’d love to hear from maintainers: what’s the bug report you wish had arrived already reproduced? And if you try it on your project, tell me where it falls over. I’ll be here all day.
About Triage by Chodeberg on Product Hunt
“Reproduce user described bugs in clean sandbox environments”
Triage by Chodeberg launched on Product Hunt on October 21st, 2026 and earned 74 upvotes and 5 comments, placing #25 on the daily leaderboard. Customers file bugs from their AI assistant into a live copy of your app. Triage replays each report on a clean machine and sends you the ones that break again.
On the analytics side, Triage by Chodeberg competes within Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Triage by Chodeberg performed against the three products that launched closest to it on the same day.
Who hunted Triage by Chodeberg?
Triage by Chodeberg was hunted by Pablo Grant. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Triage by Chodeberg including community comment highlights and product details, visit the product overview.
Pablo Grant