Discover and automatically resolve actionable GitHub issues using AI

Discover and automatically resolve actionable GitHub issues using AI targets a $4.5B = 5M developer teams × $900 ACV total addressable market with medium saturation and a year-over-year growth rate of 15% YoY (source: developer tools and marketplaces growth trends, GitHub/Stack Overflow reports).

Key trends driving demand: AI-assisted coding — improved code models now generate plausible PRs and tests which enables automated suggestion-to-patch flows and reduces manual triage.; Open-source sustainability funding — companies are increasingly paying for maintenance and issue resolution to secure supply chains, which creates demand for cash-based bounty workflows.; Marketplaceization of micro-tasks — buyers prefer fixed-scope, verifiable tasks with escrow and reputation, creating room for specialized developer marketplaces.; Platform integration — richer webhooks, CI integrations, and marketplace channels make it technically and commercially easier to build GitHub-native solutions that feel native to developers..