About

A builder's view of AI, business, and useful systems.

The personal site behind the AI Workshop: notes on practical AI, SaaS, infrastructure, and the judgment required to make any of it matter.

Ted Darling at a desk with notes and workflow diagrams. — Fig. 03 — Ted at the desk. Replace with documentary workshop photography when shot.

I have been building for the web since 1999. The useful part of that experience is not nostalgia. It is pattern recognition. Tools change. The work underneath stays stubbornly human: understand the problem, build the system, test the result, and keep improving it.

My lane is practical systems thinking for real operators. That includes SaaS, AI, software, workflows, product judgment, and the unglamorous operational middle most people skip.

AI is powerful, but it is not magic. SaaS is useful, but it is not strategy. Technology matters most when it reduces friction, sharpens judgment, or helps capable people do better work.