AI-Assisted Debugging

Problem

Debugging is time-consuming: reading stack traces, reproducing issues, and searching for similar cases. Junior developers spend disproportionate time here.

Solution

Paste an error or highlight failing code. The agent traces the root cause using repo context, suggests fixes, and can apply them inline.

Benefits

• Faster root-cause analysis
• Fewer rabbit holes
• Inline fix suggestions
• Learning opportunity for junior devs

How to get started

1. 1

   Surface the error

   Paste a stack trace, highlight failing code, or describe the bug in natural language.

2. 2

   Diagnose

   The agent traces dependencies and context to identify the root cause.

3. 3

   Fix and verify

   Review the suggested fix, apply it, and run tests to confirm the issue is resolved.

Recommended tools

Cursor, GitHub Copilot, Codeium. See the full list on the AI Coding Agent pillar page.