Task → Agent + Tool + Learning
Fix a Bug
Debugging with AI works best when you share the error, the file, and what you already tried. Tools can explain a stack trace; agents can search the repo and propose a patch. You still reproduce the bug before you merge.
AI Agents
IDE · Agent & Skills
Cursor
IDE coding agent with tools and MCP; extend behavior with project or global Skills (SKILL.md) for repeatable workflows.
View Agent →Terminal · Skills
Claude Code
Terminal-first coding agent; add Skills for specialized tasks and connect to your repo, tools, and review loops.
View Agent →VS Code · MCP
Cline
VS Code extension agent + MCP; clinerules and task workflows for repeatable coding tasks.
View Agent →Bugs · Tests · Incidents
Debugging Agent
Trace failures and propose fixes
View Agent →AI Tools
Learn
Debugging Agent
A MeAgent debugging agent for isolating failures and proposing a next check.
Read Guide →Change a Real Codebase
Use a repo-aware agent so the fix is not a guess pasted from chat.
Read Guide →AI Coding Basics
How to ask AI for help on errors without skipping reproduction or tests.
Read Guide →Other coding tasks
Build a Website
Create a website or landing page with AI.
View →Build an App
Build web or software applications with AI.
View →Write Code
Generate, edit, and understand code with AI.
View →Work on an Existing Project
Understand, modify, and improve an existing codebase.
View →Learn Coding with AI
Learn programming and development with AI assistance.
View →Frequently asked questions
Why does AI often guess the wrong fix?
It has the error text, not your running system. Include the stack trace, the file, and what you already tried. An agent that can search the repo still needs you to reproduce the failure.
What should I share when I ask AI to debug?
The command you ran, the full error, the relevant file or function, and whether tests fail locally. Screenshots of a red console help less than the actual log.
Do I still need to reproduce the bug myself?
Yes. Merge only after you see the failure disappear in your environment. Treat a proposed patch as a hypothesis until it runs.