Three explanatory diagrams for social and long-form. Each one teaches something true on its own, without needing the product in the picture. Right-click any diagram to save it as an image.
The tools built to help with code review each see a slice of the repository. The slice is the limitation, not the model behind it.
Use on its own. The argument does not need a product name attached to it.
Anthropic, OpenAI and Duckbill all route changes by risk. Duckbill implemented it as a shell script with a hardcoded list of risky paths. That holds at five engineers. The list going stale is invisible until something ships.
Sources: Anthropic and OpenAI via The Pragmatic Engineer, Sept 2026. Duckbill Group figures self-reported by Mike Julian.
Coding agents removed the constraint on producing code. Everything downstream of producing it stayed where it was.
Exact reported figures are +741.3% lines changed and +20.3% releases for synchronous agents. The paper does not report the +1,700% figure currently cited on the homepage.