Engineering Team Productivity
Give your engineers
their time back.
SpecSource.ai automates bug triage so your engineering team spends less time sorting errors and more time building what matters.
No credit card required
Integrates with your ticket tracker
Triage eats
your best hours
Engineers spend hours each week researching bugs, searching Slack for context, and writing specs by hand. That's time taken from building features and shipping product.
Reclaim the hours you lose to bugs
SpecSource.ai handles the entire research workflow — gathering context from Sentry, GitHub, and Slack, then enriching your Linear issues with detailed specifications. Your team just picks up ready-to-fix issues.
How It Works
Automate the busywork
Connect your tools
Link Linear, Sentry, GitHub, and Slack. Takes about five minutes.
Triage runs automatically
New issues are matched to existing ones, context is gathered, and duplicates are caught — without anyone switching tabs.
Your team ships faster
Engineers pick up detailed specifications instead of raw errors. Less context-hunting, more building.
Features
Less triage, more shipping
Automated triage
Errors are researched, matched, and documented without manual work. Your team stays in flow.
No more context-switching
All relevant context — code, discussions, past issues — gathered into one specification automatically.
Scheduled or real-time
Run triage on a schedule or in real time via webhooks. Fits however your team works.
AI-agent compatible
Specifications are structured for AI coding agents — so you can go from error to fix without human bottlenecks.