📰 Dev.to · Ted Murray

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I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.

Dev.to · Ted Murray 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago

I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.

Giving an AI agent real access to real infrastructure is either reckless or designed. Here's the two-layer architecture I built to make it the latter — dedicate

I Built Two Ollama Tools I Don't Actually Need Yet

Dev.to · Ted Murray 1mo ago

I Built Two Ollama Tools I Don't Actually Need Yet

Started with a question about Ollama MCP and task queuing. Ended up with a smart pool manager and an auth sidecar. Overkill for one instance. Built anyway.

Your AI Agent Has Your API Keys (And So Does Every Other Agent)

Dev.to · Ted Murray 1mo ago

Your AI Agent Has Your API Keys (And So Does Every Other Agent)

I was running a pool of Claude Code agents and realized every one of them held every credential I'd configured. scoped-mcp is what I built to fix that — and I b

I Built an AI Memory System. Then I Forgot About It.

Dev.to · Ted Murray 1mo ago

I Built an AI Memory System. Then I Forgot About It.

A retrospective on running a multi-tier AI memory system in production since February. What held up from the original design, what changed, what broke, and what