Automated Bug Specifications
Still manually
writing tickets?
SpecSource sources detailed specifications for your Linear issues — gathering context from Sentry, 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 error logs, Slack threads, and PRs just to write the spec. That's hours your team isn't shipping.
Get detailed specs, automatically
SpecSource.ai researches your Linear issues, gathers related code and team discussions — then writes a detailed specification with root cause analysis and recommended fixes.
What SpecSource Produces
From scattered signals to a complete spec.
15+ more integrations available
Checkout button fails on Safari iOS
- checkout.tsx:142 — 47 occurrences in 2h (Sentry)
- Lazy-mount refactor merged 3 days ago by @anna (GitHub)
- Team confirmed iOS regression in #bugs (Slack)
- Recommended fix: guard the ref before calling submit
How It Works
Set up in minutes
Connect your stack
Add your Linear, Sentry, GitHub, and Slack API keys. Takes about five minutes.
Issues get researched
When a new Linear issue arrives, our AI finds related errors, code, PRs, and Slack threads.
Specs write themselves
All that context gets compiled into a detailed specification — enriching your Linear issue.
Features
Built for how you actually debug
Smart issue matching
Matches new issues to existing Linear issues using semantic similarity. No more duplicate specs.
Code context, included
Pulls the relevant files, recent PRs, and commits so you see the root cause without digging.
Cross-tool context gathering
The agent queries Sentry, GitHub, and Slack automatically — so you never switch tabs to build context.
Auto-generated specifications
Issue data, code context, and team discussions — compiled into one detailed specification, enriching your Linear issue.
Pricing
Start free. Scale when you're ready.
FAQ
Frequently asked questions
- Which AI models are included?
- The Free plan uses standard models like GPT-5 Mini and Claude Haiku 4.5. The Pro plan unlocks premium models like GPT-5.2 and Claude Sonnet 4.5 for higher quality specifications and triage results.
- What are credits?
- Credits are the currency for AI agent runs. Each run consumes credits based on the model used and tokens processed. The Free plan includes 50 credits per month, and Pro includes 1,000.
- Can I switch plans anytime?
- Yes. Upgrade to Pro instantly from your dashboard settings. Downgrade anytime — you'll keep Pro features until the end of your billing period.
Stay in the loop
Product updates, engineering insights, and AI development tips. No spam.