Anthropic Just Gave Agents ‘Dreams.’ Here’s How to Build Your Own on Google Cloud (opens in new tab)

This is Part 4 of a five-part series on building an AI agent with reflective memory on Google Cloud, from the core concept to a verified implementation\. TL;DR: Anthropic’s Dreams lets a managed agent sleep on past sessions and wake up with cleaner memory\. On Google Cloud, you can build the same pattern yourself: keep the live session as evidence, let Memory Bank remember the user, let a Cloud Run Job reflect on completed task trajectories, store the lessons in Firestore , and retrieve both ...