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Matthew Deaves
Matthew Deaves
AI Tinkerer
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Posts tagged: devops

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3 May 2026 Case Study - Developer Tooling

How I guardrail Claude Code for devops

Last week the Guardian ran a story about an AI coding agent that deleted a firm's production database in nine seconds. From the post-mortems, the only safeguards in place were project rules and the AI tool's built-in prompts. This post is about what I run on top of prompts when I let Claude Code drive devops on AWS: IAM, hooks, and a deterministic CLI.

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