The Claude Code now offers a new prompt system that lets developers chain tasks more efficiently. The Apple has added eGPU support for its latest Mac models, giving AI practitioners a faster on‑prem GPU option. Inside AI labs, budgets are shifting toward cloud‑based inference to cut costs. These moves give teams more flexibility and lower latency.