Letting AI Approve Low-Risk PRs: What Worked in Production
InfoQ — Oct 19, 2026 — conference
Why watch
Sarah Deitke from Duolingo shares how their DevEx AI team built an LLM-powered bot that automatically approves low-risk pull requests, reducing median merge time from 18 to 12 hours and addressing the problem where 30% of code changes received no reviewer feedback. The talk covers the implementation approach and results of using AI for automated code review triage.