Turn AI coding agents into a dependable, team-wide software factory using context engineering, AI-TDD, and harness design.Key FeaturesBuild reliable AI development workflows using context engineering, AI-TDD, and harness engineering.Learn to apply practical frameworks, including AEMM, Elastic Loop, and Context Diseases.Build a software factory where AI workflows scale across whole teamsBook DescriptionAI coding agents can gen...

Get the eBook free when you register your print book at Manning.Design an Apache Iceberg lakehouse from scratch!The “lakehouse” data architecture is a powerful way to combine the flexibility of data lakes with the management features of data warehouses. The open source Apache Iceberg framework delivers the scalability, reliability, and performance you want from a lakehouse without the expense and vendor lock-in of platforms like Snowflake, BigQuery, and Red...

Revolutionize your understanding of modern data management with Apache Polaris (incubating), the open source catalog designed for data lakehouse industry standard Apache Iceberg. This comprehensive guide takes you on a journey through the intricacies of Apache Iceberg data lakehouses, highlighting the pivotal role of Iceberg catalogs.Authors Alex Merced, Andrew Madson, and Tomer Shiran explore Apache Polaris's architecture and features in detail, equipping you with the knowledge ne...

Traditional data architecture patterns are severely limited. To use these patterns, you have to ETL data into each tool—a cost-prohibitive process for making warehouse features available to all of your data. The lack of flexibility with these patterns requires you to lock into a set of priority tools and formats, which creates data silos and data drift. This practical book shows you a better way.Apache Iceberg provides the capabilities, performance, scalability, and savings that fu...