Fair point — the stateless prompt+context pattern itself is standard, and the headline probably leans too much into “surprise.” The takeaway for me was the opposite of hidden complexity: start simple, don’t over-engineer. Claude Code feels like a good example of a system that’s straightforward, reliable, and easy to reason about.