We caught Claude Code red-handed a couple times and gave it corrections to pursue a better path.

It was fun to have a nice tidy project start and finish with no editing or hand waving required.

woot!

I see this in Jiu-Jitsu with recording rolls. Hopefully I can fix that for at least one class of problems with my new Vibe Coding project, Roxas.

They are basically the same thing: we define constraints to guide behavior towards a desired outcome, and not get caught up in "how" people or agents do it.

the state of their skill with the tool.

Steve Yegge talks about engineering as a process of taking unreliable inputs and creating reliable outputs. Coding with AIs is no different.

Patiently guiding humans and AIs towards the desired outcome space. It's not requiring a specific solution. It's allowing the creativity to work.