adk

The article explains harness engineering as a key trend for controlling AI agents by designing deterministic environments, using tools like Google Antigravity SDK, and illustrates how teams can ship software with AI-generated code through sandboxing and repair loops.

Discussion on which metrics to prioritize when benchmarking AI agent frameworks, specifically comparing ADK and LangGraph.

Google's Agents CLI provides a unified tool for scaffolding, evaluating, and deploying AI agents, addressing the fragmented workflow in agentic engineering. The article walks through building a RAG agent using the CLI, showcasing its integration with coding agents and ADK patterns.