Loop Engineering

A hands-on course on the way of working behind this whole suite: stop one-shotting and start looping. You set a measurable "done", then drive a tight cycle — learn the real state, analyze the gap, execute one bounded unit, verify it at a real boundary (prove it, never claim it), improve — until it converges. It's for builders and non-technical readers: every lesson tells the full story in plain language first, with the precise technical layer one click away, all threaded through one real example. By the end you'll know the loop cold, the Forge front-end that takes a rough idea to shipped, the toolbelt that grounds it (Bright Data, Computer Use, visual-teach), and how it all comes together AFK while you only observe.