Step-by-step guides for self-hosting Cold Scout, wiring it to your AI agents, and operating the pipeline in production.
Step-by-step guide to running the open-source Cold Scout AI lead generation pipeline on your own infrastructure with Docker, including API keys, environment, and a first run.
Quickstart for using Cold Scout as an MCP (Model Context Protocol) server so Claude Desktop, Claude Code, and other AI agents can call lead generation endpoints.
Architectural notes from building Cold Scout — the open-source AI lead generation pipeline — with FastAPI, async SQLAlchemy, PostgreSQL, and APScheduler.
Plain-English guide to setting up SPF, DKIM, and DMARC so your cold outreach actually lands in the primary inbox instead of spam.
Practical recipe for using the Google Places API at scale — geographic tiling, dedup by place_id, smart caching of details, and avoiding ToS pitfalls.