Generative AI Fundamentals Map
Map/Loops/balancing

Review is the new bottleneck

balancing loop · 4 steps · Trace on the map →

The cycle

Agents write most newcodeMore changes to reviewReviewers become theconstraintShipping slows toreview speedB
  1. 01Agents write most new codeAI writes most new code
  2. 02More changes to reviewCode review at scale
  3. 03Reviewers become the constraint
  4. 04Shipping slows to review speedCoding agents as products

What drives it

Code output scales with compute, but review still scales with people, so software is the first place the verification bottleneck bites.

What breaks it

AI review and stronger automated tests relieve it, if teams trust them.

What to watch

Review time per change. Share of AI-written changes merged without human review.

Also feeds it

Sources

  1. 01Semafor: Google CEO says 75% of new code is AI-generated
  2. 02METR: AI coding can make developers slower (The Decoder)