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AI Waka
AI Waka
Apr 26, 2026 · Artificial Intelligence

Can Your AI Agent Write New Instructions? Exploring Google ADK’s New Skills Feature

The article examines how Google’s Agent Development Kit (ADK) tackles the context‑window bottleneck by introducing a three‑layer Skills architecture that lets agents load domain‑specific knowledge on demand, compares implementation modes, provides a step‑by‑step weather‑skill example, and contrasts ADK with OpenAI’s Agent SDK.

AI agentsAgent DevelopmentGoogle ADK
0 likes · 18 min read
Can Your AI Agent Write New Instructions? Exploring Google ADK’s New Skills Feature
Java One
Java One
Mar 28, 2026 · Artificial Intelligence

Five Core Design Patterns for Building Robust AI Agents with Google ADK

This guide translates Google Cloud Tech's Agent Skills design patterns, detailing five reusable architecture patterns—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—that help developers create modular, maintainable, and composable AI agents using the Agent Development Kit (ADK).

AI AgentGoogle ADKInversion
0 likes · 16 min read
Five Core Design Patterns for Building Robust AI Agents with Google ADK
ShiZhen AI
ShiZhen AI
Mar 22, 2026 · Artificial Intelligence

5 Google-Defined Agent Skill Design Patterns: From Tool Wrapper to Pipeline

Google's ADK team outlines five recurring Agent Skill design patterns—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—each solving a concrete pain point, with advantages, suitable scenarios, and ready‑to‑use YAML prompt examples for building more effective AI agents.

AI AgentAgent SkillGoogle ADK
0 likes · 17 min read
5 Google-Defined Agent Skill Design Patterns: From Tool Wrapper to Pipeline
Zhihu Tech Column
Zhihu Tech Column
Jan 20, 2026 · Artificial Intelligence

How AI‑Powered Agentic Workflows Cut Costs and Boosted R&D Efficiency by Over 30% – A Real‑World Case Study

This article details a multi‑year, data‑driven transformation in which a product‑research team leveraged large‑model AI and agentic workflows to automate repetitive coding, streamline hot‑topic discussion creation, and replace a seven‑person outsourcing crew, achieving up to 38.6% project‑time reduction, a 22.5‑25 PD weekly capacity gain, and a dramatic drop in marginal costs.

AIGoogle ADKLLM
0 likes · 29 min read
How AI‑Powered Agentic Workflows Cut Costs and Boosted R&D Efficiency by Over 30% – A Real‑World Case Study