Google unveiled its eighth-generation TPUs and a revamped agent platform at Cloud Next '26. These updates integrate a new AI layer into Workspace under the "Agentic Enterprise" banner. The hardware push targets faster inference for complex workflows. Developers now have tighter integration between custom silicon and enterprise agent orchestration tools.