Notes: The End of Code Review: Coding Agents Supersede Human Inspection
The core argument is that coding agents have crossed the threshold where mandatory human code review is no longer economically justified. Human review consumes an estimated 10–15% of developer time, and scaling code generation while keeping humans as the approval gate simply moves the bottleneck downstream.
Readers might find the implication for SCM architecture most interesting. GitHub/GitLab-like platforms may need first-class agent identities, cryptographically attributable actions, specialized permissions, structured findings and confidence, and machine-readable review artifacts—not agents impersonating humans through comment threads. Agent review also seems better described as auditable and replayable than deterministic.
This suggests code review may evolve from a human synchronization gate into continuous agentic assurance, with human inspection becoming a risk-based escalation path in some scenarios.