Building Automated GitHub Bounty Hunting with AI Agents

Building Automated GitHub Bounty Hunting with AI Agents Open-source bounty platforms like Algora, Gitcoin, and IssueHunt have created a market where developers earn real money by fixing bugs and building features for open-source projects. But finding the right bounties, assessing feasibility, and crafting winning proposals is time-consuming manual work. What if an AI agent could do the prospecting for you? In this article, you will build an automated bounty hunting system that uses AI agents to discover GitHub bounties, analyze their feasibility, draft proposals, and manage submissions — turning what used to be hours of manual browsing into a continuous, automated pipeline. This is not theoretical. The system described here is in production, and the architectural patterns apply to any scenario where you need AI agents to interact with external platforms, make decisions, and take actions on your behalf. The Economics of Open-Source Bounties Before writing code, it helps to understand th