Agentic tools ship faster than anyone can evaluate them. Documentation describes intent. Production reveals behavior. The gap between the two is the theory delta.

Each finding below is an empirical claim -- tested across real environments, not summarized from READMEs. When docs say one thing and the tool does another, that delta is what builders need to know before they ship. How findings are produced.

Findings