Automatically find, triage, and reward fixes for GitHub issues using AI

Automatically find, triage, and reward fixes for GitHub issues using AI targets a $6.0B = 2M organizations × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY — developer tools and AI-assisted dev productivity markets are growing rapidly (sources: GitHub Octoverse trends and developer tooling market reports).

Key trends driving demand: AI-assisted development — code-capable LLMs now produce usable PR candidates and triage suggestions, enabling automation of previously manual tasks.; Rising maintenance budgets — companies increasingly allocate spend to open-source maintenance and technical debt reduction, creating demand for paid-fix channels.; Platform extensibility — GitHub Apps, Actions, and improved APIs make it easy to build native-in-repo workflows that reduce friction for maintainers and contributors.; Gig economy for code — more skilled independent contributors seek short-term paid work, increasing the available supply for bounty marketplaces..