Iteration

Stop Asking AI to Design. Make It Copy Instead.

AI can’t see pixels. It guesses. The fix? Stop asking it to design and start forcing it to copy. A closed-loop feedback system that compares rendered images eliminates UI hallucinations. The future of reliable AI development isn’t better promptsโ€”it’s blind apprentices with constant visual correction.

Building AI Products Is Now Worthless. Here’s the Real Moat.

Thanks to Vibe Coding, building an AI product is now trivial, meaning ‘launch day’ is no longer the finish lineโ€”it’s the peak. The real competitive moat has shifted to the 1-N phase. Discover why your true assets aren’t prompts or UI, but your case library and iteration speed, and how to build a system that actually survives past the demo.

Stop Worshiping the Final Product. The Real Genius Is in the Commits.

Everyone worships the final product, but the real genius of a master programmer lives in the commit history. Antirez’s ds4 branch reveals a bottom-up, relentlessly iterative process โ€” small commits, fundamental problems, zero performance. It’s a case study in how innovation actually happens: not through grand leaps, but through boring, disciplined, verifiable steps. The world rewards people who commit, not people who plan.