Team Bugpoint
Built at AIE Code Agents Hackathon · Nov 22, 2025 · New York, NY
BugPoint is an LLM-native debugging layer that shows AI how code actually executed instead of drowning it in logs and it integrates with your workflow. It uses program analysis with runtime instrumentation to give precise, structured visibility into real execution paths. Key capabilities include: Control-flow graphs, clear, abstract maps of program logic so agents understand structure, not just crash point Runtime traces, capture intermediate state, variable values, and basic-block paths to show where execution drifted from intent Semantic failure detection, pinpoints the exact logic break, replacing guesswork with actionable insight Live visualization, real-time views of evolving execution flow with failure nodes highlighted instantly MCP integration, lets Cursor, Claude Code, Windsurf, Zed, and other agentic tools invoke the debugger natively Minimal failure slices, compress megabytes of logs into clean, structured, LLM-ready summaries that shrink context and boost fix accuracy