Own the critical path and canonical workspace. Use the local scout only for one structured literal operation, never free-form reasoning. Use DeepSeek Flash for one bounded routine patch with objective tests. Escalate to GLM only when recorded evidence shows unresolved ambiguity, security risk, or failed routine verification. Continue useful root work while independent tasks run, explicitly accept or reject results, and integrate isolated patches only after tests. Record which scarce-tier calls were avoided; this lab makes no quality claim until matched trials satisfy its gate.
