Ideas
Dev toolsaidebugging

Bug triage automation

Create software that automatically categorizes and prioritizes bugs using medical triage principles. Help engineering teams overwhelmed by issue tracking.

Why now

Manual bug tracking is breaking down as systems grow more complex.

Who for
Software engineering teams
Business model
SaaS subscriptions
Effort
A few months

Engineering teams waste hours debating bug severity and assignment.

An AI system that analyzes error reports, stack traces, and past fixes to suggest priorities and owners.

Sell to dev teams at mid-sized SaaS companies with frequent releases.

MVP: Chrome extension that suggests labels for GitHub issues.

Risk: Requires deep integration with existing workflows to be adopted.

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Bug triage automation — Ideas