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.

A practical follow-up on using AI to centralize DHCP and secrets management—turning scattered network state and credentials into boring, observable infrastructure.

How studying Microsoft AB-100 and exploring Azure AI Foundry shaped an agent-assisted migration from an EdgeRouter X to a tested Debian gateway for DNS, WireGuard, filtering, monitoring, and security.

Designing and installing a custom ESP32 weather sensor with six sensors, a JLCPCB-made PCB, ESPHome firmware, Prometheus metrics, and Grafana integration.

Three days at the CGI AI Hackathon during Silicon Saxony Days 2026: building an AI prototype with AWS, Terraform, Dify.ai, Amazon Bedrock, Titan embeddings, and RAG.

Installing a Tapo C520WS outdoor camera with custom 230 V to 9 V power delivery, then integrating the live feed and iCloud calendar into my Grafana monitoring dashboard.

Building a local Vision-LLM pipeline that turns archived Twitch streams into trustworthy Dailymotion recordings without manually scrubbing through every video.