Automated Bug Specifications

Stop triaging bugs.
Start shipping fixes.

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.

Get Started FreeSee How It Works

No credit card required

Integrates with your ticket tracker

Linear
JiraSoon
AsanaSoon
TrelloSoon

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.

How It Works

Set up in minutes

01

Connect your stack

Add your Linear, Sentry, GitHub, and Slack API keys. Takes about five minutes.

02

Issues get researched

When a new Linear issue arrives, our AI finds related errors, code, PRs, and Slack threads.

03

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.

PrepaidUsage-based

Free

$0forever

100 credits included

  • 1 project
  • All connectors
  • 1 MCP server
  • Standard AI models
  • Scheduling

Pro

$10/mo

1,000 credits included

  • Unlimited projects
  • All connectors (Linear, Sentry, GitHub, Slack, MCP)
  • Unlimited MCP servers
  • Premium AI models
  • Deep context gathering
  • Priority support

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 100 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.

Stop writing specs by hand.
Start shipping fixes.

Set up in five minutes. Your first specification writes itself.

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