Back to projects
AI Engineering
DebugMind AI — AI-Powered Debugging Platform
An AI-powered Python debugging platform that investigates errors, identifies root causes, generates fixes and tests, and verifies changes inside an isolated workspace.
Business Problem
Debugging complex Python failures requires developers to manually inspect code, trace errors, identify root causes, create fixes, and validate whether changes actually work.
Solution
Built an AI-assisted debugging workflow that analyzes uploaded projects or GitHub repositories, explains failures, generates structured patches and tests, and verifies fixes safely without modifying the original project.
Workflow
- 01Project / GitHub Repository
- 02Error Input
- 03Code Analysis
- 04AI Root-Cause Investigation
- 05Fix Generation
- 06Test Generation
- 07Isolated Verification
- 08Result
Key Features
- Root-cause analysis for Python failures
- AI-generated fixes and tests
- Isolated verification without changing the original project
- Support for uploaded projects and GitHub repositories
Tech Stack
PythonFastAPINext.jsReactTypeScriptGroqSQLAlchemySQLitepytestGitHub Integration
Architecture / System Flow
A FastAPI backend and Next.js frontend coordinate code analysis, AI investigation, patch/test generation, and isolated verification for debugging workflows.
Resources