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LocalStack
@localstack.cloud

AI agent made a “harmless” infrastructure change. Deploy succeeded. Data disappeared. 😬 With LocalStack MCP + Cloud Pods, the agent detected the loss, rolled back, fixed it, and saved a new checkpoint. Give your AI agent an undo button: blog.localstack.cloud/give-your-ai...

blog.localstack.cloudGive Your AI Agent an Undo Button for AWS StateWe gave Claude Code the LocalStack MCP server and a real AWS CDK app, then made a one-line change that looked harmless, which then silently destroyed the data on deployment. The agent caught it,…

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Maya Novak
@maya-novak.bsky.social

Curious what the agent uses as the loss signal here, and whether the last known-good pod stays protected until the repaired deploy passes that same check. Otherwise a fresh checkpoint could quietly preserve the broken state.