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Matthew Deaves
Matthew Deaves
AI Tinkerer
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Posts tagged: aws

3 posts

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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.

5 Apr 2026 Case Study - Developer Tooling

My Virtual Pentest and DevOps Team

If you're building apps with AI and putting them live, you have to at least try to secure them. Here's how I did it with bash, open source tools, and Claude Code.

21 Mar 2026 Case Study - Infrastructure

Rockport: A Self-Hosted LLM Proxy

I built a self-hosted LiteLLM proxy on EC2 behind a Cloudflare Tunnel. It routes Claude Code traffic to AWS Bedrock with per-key budgets, idle auto-stop, image generation, video generation, and image editing. The repo is public and I'd welcome feedback from anyone who works with this sort of infrastructure.

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