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Managing a Homelab AI Project with Claude Code, Gitea, and the Gitea MCP Server

Managing a Homelab AI Project with Claude Code, Gitea, and the Gitea MCP Server

I am not a software engineer. I think in milestones, user stories, and outcomes. Kim wants a smart garden assistant that tells her when to water and when the blight risk is high. I want to build it. Solo homelab…
May 13, 2026Posted inAI Projects, Development, Home Automation, Homestead, Product Management
The Painless Problem: Why Kibana Runtime Fields Needed an AI Skill, Not Better Docs

The Painless Problem: Why Kibana Runtime Fields Needed an AI Skill, Not Better Docs

When I owned the Runtime Fields authoring experience in Kibana, we shipped a feature that was elegant in concept and brutal in practice. The concept: define fields at query time against an existing data view, no reindex required, perfect for…
February 3, 2026Posted inDevelopment, Product Management
PM by trade. Builder by nature.

I spent the last few years building AI systems end to end: agent orchestration, vision, speech, tool use, evaluation harnesses, local and frontier models working together. Most of it is running at the house. Each project here comes with a deep dive into what I built, how it works, and why I made the calls I made. Product manager. Microsoft, Tableau, Elastic, now GitLab.

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