IBM Hackathon Project · 2026

Autonomous debuggingfrom trace to fix

TraceFix deploys a multi-agent pipeline that reproduces bugs, pinpoints root causes with evidence, and generates verified patches — without a single manual step.

Root Cause AnalysisRegression TestsAutonomous AgentsVerified Patches
< 3 minAvg. diagnosis
93%Root cause accuracy
ZeroManual steps
How it works

Five agents. One unified investigation.

Each phase runs autonomously and hands verified evidence to the next — no manual intervention required.

01

Repository Investigation

Clone, index, and map the entire codebase structure automatically. Build a semantic call graph for targeted traversal.

02

Bug Reproduction

Generate a deterministic reproduction case from the bug report. Confirm the failure is consistently reproducible.

03

Root Cause Analysis

Pinpoint the exact file, line, and logic error with full evidence trail. No speculation — only verified facts.

04

Regression Test Generation

Write a targeted test that guards the fix from reintroduction. Integrated into the existing test suite.

05

Verified Fix

Apply the smallest safe patch and confirm all tests pass. Produce a diff-ready output for review.

Ready to diagnose your first bug?Connect a repository and submit a bug report to begin.
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