Lightweight Feature Platform // Matt Bleifer & Mike Eastham // MLOps Podcast #209

The podcast explores the evolution of Tecton from a feature store to a comprehensive feature platform, highlighting the challenges and advancements in real-time AI. Matt Bleifer, product manager at Tecton, and Mike Eastham, chief architect, discuss the company's journey, including the shift from a Spark-centric architecture to the Python-native Rift compute engine. They address the complexities of feature engineering, orchestration, and monitoring, emphasizing the importance of decoupling features from code. The discussion also covers the integration of DuckDB for efficient data processing and the potential of LLMs in feature engineering, particularly in creating dynamic prompts for more context-aware AI applications.