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#homelab#go#devopsWhy I replaced homelab-ops, the repair agent, the management console, and the Claude SDK agent runner with one self-contained Go service.

#meta#ai#dxAn afternoon project: rip out the old card-grid homepage and rebuild the entire site as a Tokyo Night terminal. Most of the typing was done by Claude Code.

#ai#homelab#pythonBuilding an automated training harness that extracts data from my homelab, generates synthetic examples with Claude, trains overnight, and evaluates itself — getting to 62% accuracy.

#ai#homelab#setupWhy I'm training a local LLM on my homelab's own operational history — and how I set up the training environment on a consumer GPU.

#ai#opsRunning Ollama on a homelab GPU changed how I think about which AI tasks need cloud inference and which work better locally.

#ai#ragHow I gave every AI tool in my homelab persistent, domain-isolated memory across sessions using ChromaDB, Ollama embeddings, and a custom REST API.

#homelab#ai#devopsHow I built an autonomous repair system that monitors my homelab services and automatically fixes them when they go down.

#ai#opsHow I built an automated incident response system that uses local AI to provide troubleshooting suggestions when services go down.

#ai#dx#mcpHow to expose your homelab tools to Claude Code using Model Context Protocol servers.

#careerPeople ask me frequently about software jobs, so I made a video talking about it.

#careerPeople ask me frequently about how to get started with software jobs, so I made a video talking about it.

#metaWelcome to the new software education site.