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July 16, 2025
·
London
cubic: AI Noise Reduction
Explore how we built an AI code review agent, reduced noisy comments by 51% while preserving valuable feedback through iterative architectural revisions.
Overview
Quick Summary: Learnings from Building AI Agents for Code Review
We built an AI code review agent for cubic that initially produced too many noisy, low-value comments—making code reviews harder instead of easier.
After several architecture revisions, we cut false positives by 51% without losing important feedback.
I’ll explain how
Links
cubic: AI-powered code review automates analysis, identifies issues, offers fixes.
Tech stack