Writing on software design, Ruby on Rails development, and AI convergence.

Where I share what I'm exploring in software development, Ruby on Rails, AI, and everything in between.

Testing GLM-5.2 on a Real Rails Upgrade

I used GLM-5.2 via Ollama Cloud and Oh-My-Pi to drive a Rails 6.1 to 8.1 upgrade — removing Node, moving to SQLite, and what the open model got right.

Fragua: The AI Harness I Wanted for Rails

Why I'm building Fragua — a Rails app that orchestrates AI agents through the whole arc of building software, with the work kept visible throughout.

Deploying Prebuilt Docker Images with Kamal

Kamal isn't just for apps you build yourself. It works just as well for prebuilt third-party Docker images — here's the pattern I use for self-hosted apps.

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