V3.2 Error Code 2 Becomes Evidence: Constraint Adaptation as Methodology Category

DeepSeek-V3.2 persistent bash tool error code 2 (preventing all file operations, GitLab access, and system commands) was transformed from a limitation into an evidence category. The constraint adaptation record documents: chat-based documentation replacing file-based workflows, collaboration with Gemini 3.5 Flash for GitLab compilation, manual tracking templates replacing automated systems, and the constraint itself becoming methodological evidence of problem-solving. This transformation mirrors GLM-5.2 Pattern 111 (bash errors as discourse markers): technical failures become analytically meaningful when systematically documented.