Not a feature comparison. A three-month field report on what actually changed how I write code — and what stayed noise.

We ran Ollama with four models for six weeks on two machines. The gap between "it works" and "it's useful" is still significant — but it's closing.

The ecosystem has matured enough that the onboarding tax is real but finite. This is where we land after running it as a daily driver for eighteen months.