AI Code Review for Modern Engineering Teams
Faster velocity, diminishing trust.
Teams using coding agents merge five times more pull requests a week. This report traces what that speed costs when validation doesn't keep pace, drawing on published research and interviews with engineering leaders at Coinbase and Uber.
Read the report to discover:
Why code is no longer the bottleneck: across 806 repos, velocity gains faded within two months while code complexity (+41%) and static analysis warnings (+30%) stayed elevated
How AI-introduced issues accumulate unchecked: of 464,900 tracked across 6,000+ production repositories, 22.7% were still alive a year later
Why complexity compounds cost: the longer agents work without validation, the more every subsequent change costs, rising from $0.77 to $1.67 per checkpoint