Technologists Prioritize Harnessing Compute For Advantage

An author argues that harnessing compute will be the key skill in the upcoming decade, emphasizing efficient orchestration of hardware, agents, databases, and LLMs over blunt hardware purchases. They contrast compute-illiterate users who waste resources on unnecessary machines with startup engineers relying entirely on cloud providers. The piece recommends combining local hardware ownership, tiered intelligence architectures, and targeted agents to cost-effectively scale AI workloads.