Agentic Application Middleware
Simplify your Agent "vibe building" flow with ADK and Gemini CLI- Google Developers Blog

Simplify your Agent "vibe building" flow with ADK and Gemini CLI- Google Developers Blog

7/16/2025 · Julia Wiesinger, Hangfei Lin

What this post added

This post introduces updates to the Agent Development Kit (ADK) that, when paired with the Gemini CLI, aim to eliminate friction in the agent development workflow. Key contributions include a revamped `llms-full.txt` file which is significantly shorter and more LLM-understandable, enabling Gemini CLI to have a deep, native understanding of the ADK framework. This allows for the translation of high-level plans into accurate, idiomatic multi-agent code with unprecedented speed. A practical example demonstrates building an AI GitHub issue labeling agent by ideating the plan with Gemini CLI and then generating the ADK code directly from the plan, showcasing an iterative loop of ideation, generation, testing, and improvement without manual code editing.

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