Automated Bug Specifications
Stop triaging bugs.
Start shipping fixes.
SpecSource connects Sentry errors to Linear issues and gathers context from GitHub and Slack — so your team gets structured specs instead of scattered breadcrumbs.
No credit card required
Integrates with your ticket tracker
Context gathering
kills velocity
Every bug starts the same way — digging through stack traces, Slack threads, and PRs just to write the ticket. That's hours your team isn't shipping.
Get complete tickets, automatically
SpecSource.ai gathers error context, related code, and team discussions — then writes a prompt-ready ticket in Linear and other ticketing software.
How It Works
Set up in minutes
Connect your stack
Add your Sentry, Linear, GitHub, and Slack API keys. Takes about five minutes.
Errors get matched
When a new Sentry error fires, our AI finds related Linear issues, PRs, and Slack threads.
Tickets write themselves
All that context gets compiled into a structured ticket — posted straight to Linear.
Features
Built for how you actually debug
Smart error matching
Matches Sentry errors to existing Linear issues using semantic similarity. No more duplicate tickets.
Code context, included
Pulls the relevant files, recent PRs, and commits so you see the root cause without digging.
Search across everything
Query Slack, Linear, and GitHub from one place.
Auto-generated tickets
Error data, code context, and team discussions — compiled into one ticket, posted to Linear.