One of the interesting challenges of the AI ecosystem in 2026 is that new,effective patterns emerge faster than I can adopt them. I’ll find a handful,get back to work, and realize a month later that I’d missed four or five more.The adoption cycle for Imprint this year has been something like:

January: get every engineer onto Claude Code every single dayMarch: ok, let’s also get everyone else onto Claude Code or Claude Cowork every single dayApril: local development is bottlenecked on check...