Why Cheap LLMs Break Your Coding Agent: The Router's Dilemma

Routing coding agent requests to cheap local LLMs often fails due to malformed tool calls, stale string matching, hallucinated context, and infinite loops. These failures stem from capability cliffs in sub-10B models, not router bugs. The article argues that static routing heuristics measure request size, not stakes, leading to costly session breakdowns.