BlogShort, opinionated notes on building software that ships.Context is a volume you plug inGrok Bot, Muse, and Perplexity Computer all give the agent a machine. The context that builds up while you use it still sits in their infrastructure. I want a volume I can plug into any of those VMs, then unplug and take the working copy.Sep 10, 2026·6 min readInstalling analytics is not getting out of the buildingLean Startup said get out of the building. Most launches I watch run a survey or install Mixpanel and call that enough, while the path the customer already walked still has no name, time, or count on it.Aug 20, 2026·12 min readEvery REST convention already has a file in LaravelRoute, middleware, Form Request, controller method, Resource. I keep finding all five rebuilt inside one method, and Laravel already named the file.Aug 15, 2026·8 min readI write the spec before I open the coding modelI plan with the best model I have, then hand a fast one a short spec with no code in it. Three studies say the same thing I feel every week: the agent isn't the expensive part. The re-explaining is.Aug 15, 2026·9 min read