Open Scouts is an AI-powered web monitoring platform where users create ‘scouts’—automated agents that run on scheduled intervals to search for and track information across the web. The system uses OpenAI for agent logic and semantic embeddings, Firecrawl SDK for web scraping, and pgvector for similarity-based search on execution summaries. When scouts find matching content, they trigger email alerts via Resend.