Presentation: 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.…
Sarah Deitke, a software engineer at Duolingo, spoke about teaching engineers and trusting AI at QCon London. Duolingo educates its engineers on AI and builds observability dashboards for AI tool usage. Sarah highlighted a case study on redesigning code review with an automated PR risk-assessment bot. She explained how Duolingo's workshops, observability dashboards, and live AI support help engineers trust AI and speed up delivery without increasing defects.
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