BandFix AI

Created by team Team Believer on June 18, 2026
AI/ML API
Multi-Agent Software Development

BandFix AI is an autonomous multi-agent debugging system designed to revolutionize how developers fix code errors. Instead of manually searching through logs and stack traces, users simply submit buggy code and error messages into the system. The platform then activates a coordinated AI agent squad consisting of an Orchestrator, Bug Finder, Fix Generator, and Reviewer. Each agent performs a specialized role in the debugging pipeline. The Orchestrator manages task flow, the Bug Finder identifies root causes, the Fix Generator produces corrected code, and the Reviewer ensures security and performance quality. All agents communicate through a real-time event-driven system using a custom message bus, ensuring transparency and structured execution flow. Users can visually track each stage of debugging in real time through a modern interactive dashboard. BandFix AI eliminates manual debugging effort, reduces development time, and introduces a scalable approach to autonomous software engineering. It transforms debugging from a reactive process into an intelligent, automated pipeline. This project demonstrates the future of AI-assisted development where multiple specialized agents collaborate like a real engineering team.

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"Application of technology: Four-agent debugging pipeline (Orchestrator, Bug Finder, Fix Generator, Reviewer) with custom message bus for event-driven agent communication. Real-time debugging dashboard. The description mentions a custom message bus rather than explicit Band SDK coordination, which may limit the Band integration depth. Presentation: Clear workflow description from buggy code submission to reviewed fix. The "agent squad like a real engineering team" framing is relatable. Student submission with interactive dashboard for real-time visibility. GitHub, presentation, demo available. Business value: Automated debugging pipeline with security and performance review is a useful developer tool. The value proposition (eliminate manual log/stack trace searching) is relevant but the domain is quite common in the hackathon space. Originality: The custom event-driven message bus for agent communication is an architectural choice that shows some engineering independence. The Reviewer agent's security and performance quality checks on generated fixes adds a practical safety gate before code is applied."

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