The Agentic Pipeline Course

The Agentic Pipeline Course is an AI education product that teaches agentic engineering by having you build a real autonomous AI system from scratch, aimed at senior engineers and independent builders. Across 11 modules you construct a Python pipeline that turns a daily news feed into a polished startup-idea newsletter — the same architecture that powers the instructor's GammaVibe product — covering ingestion (fetching news via a News API, AI-based triage, and parallel article extraction), ideation (synthesizing and refining startup concepts), production (writing the newsletter and generating header images), and refinements (candidate selection with vector embeddings and similarity scoring, error handling, and image variety), plus a bonus module on podcast/audio generation with text-to-speech. Rather than watching demos, you build the system by directing a coding agent such as Claude Code and focus on the engineering decisions that separate a demo from something that actually runs in production. The course teaches concrete tools including the Gemini API, News API, and embeddings-based similarity search; Python and API familiarity are the only prerequisites, and no prior machine-learning experience is required. It is taught by Mirko Froehlich, a former Google senior engineering manager and founder of GammaVibe. As an agentic-engineering course it fits developers who want a hands-on, ship-it project rather than a theory-first curriculum.

Learning agentic engineering by building a real Python news-to-newsletter AI pipeline with a coding agent