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DataTroops.AI
Autonomous AI

From Support E-Mail to Code Fix: Autonomous Bug Triage

13 AUG 2026•45 MIN•
Sanchit
Himanshu
Sanchit + Himanshu

Automating the full lifecycle from customer support ticket to root-cause identification, code path tracing, and opening a candidate pull request for human review.

What You Will Learn

Key takeaways, incident investigation techniques, and architecture insights covered in this session.

Support Ticket to Code Trace

Map unstructured customer bug reports directly to relevant codebase files, functions, and stack traces.

Automated Pull Requests

Generate scoped candidate fixes and test cases on dedicated branches for developer review.

Human-in-the-Loop Controls

Maintain strict write boundaries and audit logs so code is only merged after human approval.

Meet The Speakers

Sanchit Headshot

Sanchit

AI Expert & Architect
Himanshu Headshot

Himanshu

AI Expert & Systems Engineer