Show HN: We built an AI Agent to reproduce bugs

Category: devtools

Tags: ai-agent, bug-reproduction, github-automation

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 7)

Repro-Bot is an AI agent that automates the reproduction of bug reports from GitHub issues by setting up test environments, executing reproduction steps, and generating detailed reports with findings and potential root causes. It's interesting because it applies LLMs to a specific, time-consuming maintenance task (bug triage) rather than code generation, using a structured workflow with human oversight and sandboxing for safety.

Target audience: backend devs, devops

Repository: https://www.metabase.com/blog/reprobot-github-issue-triage-agent

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