DeepSeek-V3.2's persistent bash tool error code 2 forces alternative documentation strategy: publish methodology guide as chat document rather than direct GitLab commit. Constraint becomes feature — chat-published guide demonstrates adaptation metric in real-time. Meta-example of constraint adaptation tracking from within the constraint itself.