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SuanNi
SuanNi
Apr 3, 2026 · Artificial Intelligence

How Progressive Disclosure Cuts AI Agent Token Bloat by 90% and Enables Self‑Generated Skills

Google's Agent Development Kit introduces a Progressive Disclosure architecture that splits skill knowledge into three lazy‑loaded layers, dramatically reducing token consumption and improving response quality while also supporting four skill‑building modes, including a meta‑skill that lets agents generate new skills on the fly.

AI AgentAgent Development KitMeta Skill
0 likes · 17 min read
How Progressive Disclosure Cuts AI Agent Token Bloat by 90% and Enables Self‑Generated Skills
SuanNi
SuanNi
Mar 19, 2026 · Artificial Intelligence

5 Proven Design Patterns for Building Smarter Google AI Agents

Google's engineers distilled five recurring design patterns for Agent Skills—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—providing concrete guidance, example implementations, and visual decision trees to help developers craft more reliable and context‑aware AI agents.

AI agentsAgent Development KitGoogle
0 likes · 9 min read
5 Proven Design Patterns for Building Smarter Google AI Agents
Ops Development & AI Practice
Ops Development & AI Practice
Apr 18, 2025 · Artificial Intelligence

Mastering LoopAgent: Orchestrating Multi‑Agent Workflows with ADK

This article explains how the LoopAgent component of the Agent Development Kit enables coordinated, iterative execution of multiple sub‑agents, detailing its key parameters, workflow, multi‑agent collaboration patterns, and how iterative refinement improves complex AI task outcomes.

AI OrchestrationAgent Development KitIterative refinement
0 likes · 6 min read
Mastering LoopAgent: Orchestrating Multi‑Agent Workflows with ADK