The Agentic Pipeline Course

Learn to construct robust, autonomous Python systems from the ground up. This course focuses on practical engineering decisions, guiding you to build a functional pipeline that transforms daily news feeds into a structured startup-idea newsletter, mirroring the architecture behind GammaVibe. Key areas covered include: • Designing and implementing a complete data ingestion to content production pipeline • Making critical engineering choices regarding models, data handling, and overall system architecture • Applying evaluation and iteration techniques to refine system performance • Integrating robust error handling, retry logic, and various content enhancements like vector similarity scoring and image generation The curriculum emphasizes hands-on development, moving beyond theoretical concepts to practical application. You will direct a coding agent, focusing on the architectural and operational considerations that differentiate a simple demonstration from a reliably running system. Each stage of the pipeline is explored incrementally, ensuring a deep understanding of every component you build. This program is ideal for senior engineers and independent builders with a working knowledge of Python and APIs. It provides a unique opportunity to gain experience in developing complex, self-operating systems, equipping you with a foundational approach to building sophisticated data processing and content generation frameworks that can be applied to diverse projects.