Ekong Ikpe

Docker starts today. After fourteen days of Git, the track moves to containers, and it opens with the least glamorous task available: install the packages and start the service. Both halves of today turned out to be about time. When something starts, how long it takes, and what still holds after a reboot. One Docker task, one AWS task. Install docker-ce and Compose on App Server 2, then build an EC2 and private RDS application stack that actually serves a page.

It takes me 2 hours. I am not joking. Usually, I don't have it "planned" before I started to write. Sometimes I do when it comes to technical related topics, but anything usually comes down to me jotting it down on dev.to and refining it from there. When it comes to writing anything but technical, I tend to have an idea of what I want to write during the weekend, but nothing written down. I just hope I remember it in a couple days. If not, oh well I figured something out lol.

The Model Is the Same. The Intelligence You Extract Isn't. Two people can sit down with the exact same model — same weights, same tier, same access — and walk away with completely different intellectual outcomes. One leaves with a polished summary. The other leaves with a sharper map of the problem, a new distinction, and a better next question. The model didn't change. The interaction did. Three layers, not one We often discuss AI capability as if it belongs entirely to the model.