How I AI · Wednesday, August 5, 2026
A new approach to managing AI-generated code suggests that human review of all pull requests (PRs) may not be necessary. By implementing an AI-powered bot, companies can automatically score and approve low-risk PRs, freeing up human engineers to focus on more critical tasks. This method, inspired by companies like Intercom, aims to maintain or even improve code quality and safety.
“you don't have to review all your PRs.”
“you can safely not review PRs by putting AI in the loop.”
“AI approved PRs are approved faster, actually five times faster than their human PRs.”