We just hired a new AI employee. (Yes, it’s a mac.) And it’s quietly removing more bottlenecks than most hires ever could. Before: • DevOps was remote = constant execution friction • Small deployments needed sync calls • Log checks meant “quick 10-min huddle?” • Infra tweaks slowed office momentum • Monitoring turnaround lagged Nothing was broken. But everything required someone. Now: We set up a dedicated in-office AI ops machine. And execution speed changed overnight. • ~50% reduction in DevOps dependency • ~50% faster log monitoring & deployment cycles • No more “can you check this?” calls • Async infra queries handled automatically This machine is now: • Automating deployments • Handling monitoring & alerts • Running coding assistants • Powering repeatable infra tasks • Supporting marketing ops workflows • Running clawbot setups Remote coordination → async AI-driven ops. Office execution + AI automation = compounding velocity. Funny how most bottlenecks aren’t skill problems. They’re coordination problems. And this is how lean teams scale without adding headcount.