enterprise cyber communications drafter
by LocoLoboZ
Transform complex cyber security risks, audit findings, and meeting notes into executive-grade business communications.
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by LocoLoboZ
Transform complex cyber security risks, audit findings, and meeting notes into executive-grade business communications.
Find the model-version coupling that breaks when you swap LLMs. Flags hardcoded model names and versions, deprecated or renamed parameters (the max_tokens to max_completion_tokens class of change), hardcoded token and context-window limits, response-format parsing tied to one model's output, tool-schema format coupling between providers, and hardcoded per-token cost constants. The patterns load from an editable model-rules table you update as new models ship.