A developer discovered their sophisticated error handling system was actually hindering debugging. After a 3 AM incident where logs were overwhelming, they realized their complex error codes and metadata created information overload. The system, designed for elegance, failed the human debugging it at odd hours.

The team simplified by flattening error hierarchies to three categories: client, server, and dependency failures. They switched from structured JSON logs to a single-line format optimized for human scanning. Context was added only when relevant, and errors were rewritten to suggest actionable next steps for debugging.

This shift prioritized human comprehension over code sophistication. They sacrificed detailed taxonomies and comprehensive metadata for clarity. The result was faster bug resolution, as developers could quickly distinguish between known issues, new failures, and infrastructure problems without drowning in noise.