A closer look at Agents CLI

Is your agent smarter than a system prompt? Google Cloud AI Product Manager Shaba Sabu joins Jason Davenport to reveal the next generation of developer tools designed to move AI agents from "cool demos" to "production-ready powerhouses." This session introduces the highly anticipated Agents CLI, ADK 2.0, and the concept of "Skills" that are redefining the developer experience. Top 3 Launches for Developers: 1. Agent CLI & Agent Platform: The new "entry point" for the entire agent lifecycle. Learn how this CLI uses integrated context to scaffold, build, and deploy agents across Gemini Enterprise. 2. Skills Over System Prompts: Stop stuffing hundreds of lines of instructions into a single prompt. Shaba explains how "Skills"—a new generic standard—give agents modular capabilities they can decide to execute at runtime. 3. ADK 2.0 & Graph-Based Workflows: Discover how to bring determinism to non-deterministic models. Using a graph-based approach, developers can now have precise control over routing and task execution for regulated industries like finance and insurance. Production-Ready Features: Long-Running Agents: Agents can now maintain state for up to 7 days, allowing them to "remember" context over long-term projects. Event-Driven & Resume Agents: No more restarting from scratch. Thanks to "Pause and Resume" capabilities, agents can handle network drops or "human-in-the-loop" approvals (like taking a "coffee break") and pick up exactly where they left off. Agent Garden: A library of pre-built templates and multi-agent patterns (Sequential, Loop, and Parallel) to help you stop reinventing the wheel. Get Started: Install the Agent CLI today and explore the pre-built patterns in Agent Garden to kickstart your production AI journey. https://github.com/google/agents-cli #GoogleCloudNext #AIAgents #ADK2 #AgentCLI #GeminiEnterprise #SoftwareDevelopment #MachineLearning