AI Bug Fixing with Cursor & Claude
Your AI agent can't fix
what it can't understand.
SpecSource.ai writes the bug specs your AI coding agent actually needs — with error context, relevant code, and team discussions baked in.
No credit card required
Integrates with your ticket tracker
Bad prompts,
bad fixes
Pasting a stack trace into Claude or Cursor and hoping for the best doesn't work. AI agents need the surrounding code, recent changes, and prior discussion to produce a real fix.
Rich context, first-try fixes
SpecSource.ai gathers everything — error details, relevant source files, PRs, and Slack threads — and writes a structured spec your AI agent can act on immediately.
How It Works
From error to AI-ready spec
Connect your stack
Add Linear, Sentry, GitHub, and Slack. Five minutes to set up.
Context is collected
When a new Linear issue arrives, SpecSource.ai checks Sentry for errors, finds related code and PRs, and gathers team discussions.
Hand it to your AI agent
The structured spec lands in Linear — ready for Claude, Cursor, or any coding agent to pick up and fix.
Features
Built for AI-assisted development
Prompt-ready specs
Every specification is structured so AI agents can parse it without reformatting. Copy, paste, fix.
Full code context
Relevant source files, recent PRs, and commits are included — so your agent sees what changed and why.
Cross-tool context
Slack threads, Linear issues, and GitHub code gathered into one spec. No more tab-switching to build a prompt.
Faster fix cycles
Better context means fewer back-and-forth iterations. Your AI agent gets it right the first time.