India, Aug. 19 -- justify;">AI is now part of the working day

AI stopped feeling like a futuristic add-on for us some time ago. It has become part of the working day - helping teams write codes, create designs, test ideas, review architecture and move enterprise work forward. Once a tool enters that routine, reliability stops being a technical footnote.

That matters because AI now supports software delivery and daily decisions that run businesses.

On August 17, I asked Claude assistant to do a machine-learning architecture review for Personalized Notifications. The task looked ordinary. Seven hours later, it was still running without a usable result. By the next morning, I tried another tool (Codex), which completed the work in minutes...