1:50
Ruby's safe navigation operator
7:01
I ran Claude Code and Codex in parallel on one Rails ticket, with a coordinator writing the failing tests first. Here's what broke, what it cost, and when one session beats a team.
4:37
These release notes cover seven commits — and I didn't write them. An AI bot did, on my own machine, in about a minute. And before it ran a single command, it asked me.
4:58
I set my AI fraud threshold to 0.98 because it felt safe — and it paid out nothing. Zero. Here's how to route risky decisions three ways (pay out, block, ask a human) and read...
5:13
After this episode the viewer can measure any classification model on their own labelled data in twenty lines, and use the probability to decide what runs without a human.
4:16
After this episode the viewer can push a change from a background job straight into an open page with Turbo Streams and Solid Cable, and knows why the async adapter never works...
4:26
After this episode the viewer can move slow work out of the request into an Active Job, run it with Solid Queue in development, and know where jobs get lost.
5:11
After this episode the viewer can build a form that spans two models with a plain Ruby form object, keep validations in one place, and keep the controller thin.
5:02
After this episode the viewer can stop bad data at the model with validates and normalizes, show the errors in the form, and back the rule with a database index.