AI Debugging Assistant

Build an interactive debugging assistant that helps developers diagnose issues. Users describe the bug or paste error output, and the AI asks clarifying questions, suggests hypotheses, and walks through debugging steps.

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chatllmdebuggingdeveloper-experience

Objectives

Create a conversational debugging interface with context retention
Accept bug descriptions, error logs, and code snippets as context
Have the AI ask targeted clarifying questions to narrow the problem
Generate debugging hypotheses ranked by probability
Provide step-by-step fix instructions with code patches

Hints

Maintain conversation history so the AI remembers previous context
Use a system prompt that mimics an experienced debugger's workflow
Allow users to attach multiple files and logs as context

Resources

sdk.vercel.ai/docs

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