Brew Me A Coffee is a lead generation tool that monitors discussions on Reddit, Hacker News, and GitHub to identify people actively seeking products or services similar to what a user offers. The primary function of the application is to automate the process of finding potential customers by scanning community posts, filtering them for relevance, and delivering qualified leads to a user dashboard. The tool uses a two stage approach where a low cost keyword and competitor based filter first reduces the volume of posts, and then an AI system scores each remaining candidate for relevance, buying intent, and urgency. The application includes several key features for lead qualification and delivery. It detects buying signals such as frustration with existing tools, requests for alternatives, and pricing concerns. Every lead is accompanied by a checklist of reasons explaining its relevance, and each is assigned a single score from 0 to 100 that combines relevance, intent, and urgency, with leads categorized as Hot, Warm, or Cold. The system also provides a non-spammy first response draft for each lead that is ready for personalization. Users receive a morning digest email of new leads and can access a dashboard showing lead history. Typical use cases involve a user specifying their product and the communities worth monitoring, including specific subreddits, Hacker News threads, and GitHub discussions. The tool pulls fresh posts continuously and uses keywords plus competitor names to narrow thousands of posts into a shortlist. The AI then evaluates each lead and explains why it matters. The service includes different scanning frequencies, with one Reddit scan per day and four scans per day for Hacker News and GitHub discussions, occurring every six hours. The dashboard provides access to AI lead scoring and a seven day history of leads. The tool supports any OpenAI compatible model and allows users to swap providers with an environment variable.