The Untethered Developer: Stress-Testing Local LLMs at 35,000 Feet

This experiment demonstrates that high-end consumer hardware like the MacBook Pro M5 Max can finally handle professional-grade engineering tasks using Local LLMs without internet connectivity. However, it also highlights critical bottlenecks in power consumption and thermal management that remain the final frontiers for truly mobile AI development.