I replaced my QNAP NAS and server board, added Wi-Fi and LTE fallback, and moved LAN inspection and repair to OpenAI's Agents API.

Lab-Control gives my agents a prepared Ubuntu workbench with shell access, development tools, browsers, and artifact workflows. Its Docker containers run on server.lan.

Daybreak Blue access for GPT-6, hardware security keys, and practical improvements to the reliability of my AI-assisted infrastructure work.

How two weeks of agent-assisted operations produced clearer language boundaries, typed management, focused dashboards, network policy, and human approval gates.

Refactoring OpenClaw setup, optimizing agents, and integrating local LLMs for efficient automation workflows.

Five weeks building a hybrid OpenClaw setup: hardware, local AI services, cloud models, guardrails, skills, and a seven-agent operating model.