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How Affirm Retooled its Engineering Organization for Agentic Software Development in One Week

Author: Daniel Martin, Sr. Director of Engineering, Developer ProductivityIn February 2026, we paused normal engineering delivery for a week and asked over 800 engineers to use agentic AI to take real tasks from ideation through implementation, testing, and code review. We made a deliberate bet that agentic tools had matured enough to change how we work, and that adopting them well would require rethinking the systems around them.This post covers how we got to a place where over 60% of our pull ...

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