Bug Triage for Startups
Small team.
Big backlog.
No time to triage.
SpecSource.ai gives lean engineering teams enterprise-grade bug triage — automatically gathering context and writing specs so you spend time shipping, not sorting.
Free plan — no credit card required
Integrates with your ticket tracker
Triage doesn't
scale at five people
Startups don't have a dedicated triage rotation. The same engineers building features are also researching bugs, hunting for context, and writing specs by hand.
Automate what slows you down
SpecSource.ai researches your Linear issues, gathers context from Sentry, GitHub, and Slack, and writes detailed specifications — so your small team stays focused on what matters.
How It Works
Set up once, triage forever
Connect your tools
Link Linear, Sentry, GitHub, and Slack. Takes about five minutes.
Issues get researched
When a new issue arrives, SpecSource.ai finds related code, past issues, and team discussions automatically.
Your backlog stays clean
Duplicates are caught, new issues get full specs, and your team picks up specifications that are ready to work on.
Features
Built for teams that move fast
Zero-effort triage
Errors are researched and documented automatically. No manual sorting, no context-switching.
Duplicate detection
Semantic matching catches errors that map to the same root cause — keeping your backlog lean.
Full context from day one
Even early-stage teams get specifications with code context, related PRs, and Slack threads attached.
Works with AI agents
Specifications are structured for Claude, Cursor, or any AI coding tool — so fixes can start without extra prep.