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memory management

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Gemma 41Antigravity1agents1tool calling1LangChain1AI Pipelines1Architecture1Production1Chain Composition1
Antigravity/2026-04-16Intermediate

Building Agents with Gemma 4 on Antigravity: Tool Design, Memory Management, and Production Checklist

A practical guide to building agents with Gemma 4 on the Antigravity platform. Covers tool call design, the three memory patterns, async execution, and what to verify before production deployment.

Agents/2026-03-14Advanced

LangChain and Antigravity Pipelines, Designed Backwards from Permissions, Failures, and Cost

Design pipelines starting from where they resume after a crash, not from how the chains connect. With permission tiers, checkpointing, and measured before-and-after numbers from my own runs.