01Standardized handling for streaming and non-streaming LLM request cycles
02Automated token usage normalization using shared parsing utilities
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04Implementation of the module prepending pattern for non-invasive client wrapping
05Comprehensive TDD workflow integration with Appraisals for multi-version testing
06Defensive coding guidelines for nil-safe metadata and input/output capture