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📰 Dev.to · Liam Steiner

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I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

Dev.to · Liam Steiner 2mo ago

I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

I'd been using my self-hosted assistant daily for a few months. Long enough to have a sense that some...

I gave my self-hosted AI shell access — then immediately sandboxed every conversation

Dev.to · Liam Steiner 3mo ago

I gave my self-hosted AI shell access — then immediately sandboxed every conversation

I wanted my assistant to be able to actually do things. Run scripts, read files, execute code. The...

My AI study sessions kept starting from zero — so I built persistent memory into the assistant

Dev.to · Liam Steiner 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago

My AI study sessions kept starting from zero — so I built persistent memory into the assistant

I study physics in whatever gaps exist in my day. Twenty minutes before work, an hour on a good...