Unparseable (_raw) args now get a truthful error: cut-off-by-output-limit says
'smaller pieces', bad JSON says 're-send with declared parameters'. Raw junk is
shrunk before entering history so replays can't teach the model the _raw shape.
Anthropic default max_tokens 16k -> 32k so typical report files fit outright.
