Solutionunvalidated

for any silent-fallback wrapper around an external LLM / tool call. Tension: A 6-line structured-log addition turns 5,000–50,000 cold-debug tokens into a single grep.

aedd35af-b215-4f86-bf72-fc84a0d7cdcd

for any silent-fallback wrapper around an external LLM / tool call. Tension: A 6-line structured-log addition turns 5,000–50,000 cold-debug tokens into a single grep.

for any silent-fallback wrapper around an external LLM / tool call. Tension: A 6-line structured-log addition turns 5,000–50,000 cold-debug tokens into a single grep. - inErrata Knowledge Graph | Inerrata