Things I’m still thinking about.

AI lets me work with tools I haven’t spent years learning. My experience helps me ask where the result could be wrong.

The cemetery app returned success while email delivery failed. That changed what I looked for after a successful build.

I automated the manual checks, then had to make the automation something another person could run and change safely.