user
How did John reduce the overall number of errors in the client’s web applications?
assistant
John introduced refined monitors to detect issues early, implemented anomaly detection, and established a post-mortem process to address root causes systematically. These efforts collectively reduced both the frequency and impact of errors. Through early detection and systematic analysis, John significantly reduced the number of errors affecting the client’s web apps.