fromCodegood
1 day agoThe Context Collapse Problem
A mid-sized fintech company with 150 engineers rolled out AI coding assistants in early 2025. The productivity gains on greenfield projects hit 40%-better than the vendor's optimistic projections. Engineers building new microservices from scratch reported that AI pair programming felt like having a competent junior developer working alongside them, handling boilerplate, suggesting tests, catching edge cases before they became bugs.