When Green Dashboards Lie: Up Is Not Usable

The article argues that traditional backend metrics like uptime and error rates can mask real usability failures. Partial failures in distributed systems often leave dashboards green while users experience broken workflows, stale data, and ambiguous states. It advocates adopting a 'frontend mindset'—focusing on what users can still do and trust—rather than relying solely on service-level health indicators.