AI can write code in seconds, but can your review process keep up?

InfoQ@techhub.social · 2026-10-02 02:15

As #Duolingo scaled AI adoption, they hit a familiar problem: traditional code review workflows weren’t built for AI-generated code.

When code production accelerates, review becomes the ultimate bottleneck!

🔗 Watch Sarah Deitke’s full talk now [transcript included] - https://www.infoq.com/presentations/duolingo-ai-literacy-code-review/

#SoftwareEngineering #CodeReview #AI #EngineeringCulture #InfoQ

Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review

Sarah Deitke discusses how Duolingo drives cultural AI adoption beyond tooling access. She explains their internal AI literacy workshops and observability dashboards, then shares a case study on redesigning code review using an automated PR risk-assessment bot. Deitke demonstrates how pairing targeted developer education with safe AI guardrails speeds up delivery without increasing defect rates.

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