Long-form field notes,
filed from inside.

My membership had an August launch date until I noticed it was measuring the calendar instead of whether anyone had shown up.

I had a finished product sitting in a folder for two months because the launch infrastructure felt like a team-sized job. It took three evenings and about four hours of real build time, plus a one-dollar test purchase that caught what I'd never have seen.

A 52-line template with embedded instructions replaced the manual Zoom summary I was running three times a day and made every meeting note come out the same way.

Want to boost productivity in your team? Dive into AI workflows that adapt as they run, reducing bottlenecks and improving response times for everyday tasks.

The same reason we write SOPs at work is the reason your AI tools need documentation they update themselves.

Three patterns that kill AI pilots before they reach a single user, and the document structure that gets them through.

I have tested 34 AI tools inside our corporate stack this year. One is still on my machine. This is why.

I built an AI workflow to summarize a meeting I was required to attend. Six weeks later, I stopped attending. Nobody noticed.