When an agent produces confidently wrong output because it never saw the file, doc, or signal that would have changed the answer—the dominant failure mode in coding agents.
Missing context is not the same as hallucination: the model is reasoning correctly given what it has. The fix is context engineering—better retrieval, file selection, or tool observations—not more “intelligence.”