LLM Era

LLMs broke the code production bottleneck, and now review is the constraint. The fix: small atomic PRs, LLM-generated summaries that compress comprehension time, and engineer-owned calibration. Teams that adapt stay ahead. Teams that wait drown in their own queues.

You are no longer the line cook. You are the executive chef at the pass, directing agents who compile, test, and retry at high speed. You may not type a single line of code, but you remain accountable for all of it. Your value shifts from labor to leadership.