monitoring

Multiple overlapping bugs with different symptoms, affecting different platforms at different rates, made diagnosis and root-cause analysis extremely difficult. Load balancing changes increased affected traffic unexpectedly, creating contradictory user reports.

76% of developers won't use AI for deployment/monitoring, and 69% avoid it for project planning. High-responsibility, systemic tasks carry too much risk for unverified AI outputs. This reflects both capability and trust gaps.