Einat Orr — LakeFS - The State of Data and AI Engineering 2025 - June 2025

A blog post by Einat Orr, PhD, published on lakeFS.io, summarizing key trends in data and AI engineering for 2025. The post covers five major trends: the diminishing MLOps space (e.g., acquisitions like Weights & Biases by CoreWeave), the rise of LLM accuracy and monitoring solutions (e.g., Galileo, Patronus AI), AWS Glue's role in preventing vendor lock-in with read/write Iceberg REST catalog federation, storage providers prioritizing performance (e.g., Google GCS Fast Tier), and prompts readers to version control their data with lakeFS. The report includes a downloadable PDF.