NoIssues

Manual issue verification and triage in software projects are time-consuming processes in software engineering that consume valuable developer time. Current processes are slowed down by missing information in issue tickets, vague descriptions, as well as duplicate reports, which interrupt important work of developers just to have them to go through many low-quality issues.

We propose NoIssues, an LLM agent that automatically builds open-source repositories from GitHub and then automates issue verification workflow to solve this inefficiency and recover developers' lost time during triage. Inspired by the popularity of LLM agents in modern developer tools, we leverage the build reasoning and context-understanding qualities of LLMs to build projects that have different build tools and domains.

Once the software projects are built successfully, NoIssues validates issue completeness and identifies duplicates, and verifies the overall quality of issues. By ensuring that developers only get pre-validated issues, our product will reduce issue triage effort and duration and allow developers to focus on their main work.