Over-engineering occurs when software architecture prioritizes complexity over simplicity, often driven by trends, resume-driven development, and misaligned incentives. This approach can lead to slower delivery, increased fragility, and ultimately fails to address real user needs. Emphasizing simplicity and context-aware design can foster more effective and resilient systems.