As we head into the new year, the age of experimentation is giving way to the age of execution. The past few years have been about “Can we do it?” – generative AI, the decline of cookies, retail media ...

AI coding agents can now do some of this work. Vibe coding for serious engineers is still evolving. Amazon's Kiro tool aims to offer a more structured approach, starting with upfront planning.