Inconsistent Architecture Patterns - 76% of Developers Report Cognitive Overload
Teams struggle with applying architectural standards consistently across different environments and cloud providers, with developers overwhelmed by infrastructure complexity and lacking standardized patterns, leading to configuration drift, security misconfigurations, and compliance violations when manual processes become bottlenecks that slow deployment cycles.