We built an AI Agent to reproduce bugs

Repro-Bot is an AI agent built by Metabase that automatically reproduces reported bugs from GitHub issues. Instead of developers manually testing each issue report, the agent reads issue descriptions, attempts to recreate the problem in a Metabase instance, and gathers reproduction steps and diagnostic information. This speeds up the bug triage process by confirming which issues are genuine problems and collecting the details needed for fixing them. The tool is particularly useful for open-source projects and teams managing large issue backlogs where manual reproduction would consume significant time. By automating initial triage work, developers can focus their efforts on actual fixes rather than verification.