Amazon Bedrock AgentCore introduces versioned test datasets that enable stable evaluation of agents, with immutable versions for CI/CD gates and draft mode for development, providing ground truth for verifiable measurements instead of subjective assessments—ideal for inner-loop iteration and regression control.
AWS and LangChain present a new guide showing how developers can systematically evaluate and monitor AI agents, with LangSmith on AWS, Amazon Nova 2 Lite, and structured evaluation patterns significantly improving the reliability of complex multi-step agents from development through production.
Three strategic topics for Chief Digital Officers: KPMG’s AI alliance with Anthropic positions consulting as AI-native, Google’s Antigravity enables production-ready apps from prompts in minutes, and the final GPAI Code of Practice becomes the de facto standard for AI vendors with presumption of conformity.
Google expands the Gemini for Home program with complete APIs and pre-made hardware designs for smart cameras and speakers, enabling service providers to offer premium services with AI-powered home security and daily summaries; AT&T already demonstrates successful integration in its Connected Life App.
Major AI labs like OpenAI, DeepSeek and others are pivoting from pure model development to integrated agent systems, with the combination of model, harness, workflow and UI becoming the actual product, while coding agents improve significantly and DeepSeek’s aggressive pricing pressures the market.
