... rigid rule engines that miss edge cases and demand constant upkeep. So over the past few weeks, I prototyped a Dify workflow that marries general checks with a library of Bad Cases. Here s the 4-step pipeline: Preprocess & OCR the contract text LLM-based initial risk scan Retrieve similar Bad Cases from our case bank Deep-dive analysis & structured report generation I ve just run a demo on 3 sample contracts and 5 Bad Cases it flags ... ... issues and spits out actionable rewrite suggestions. Along the way, I wrestled with prompt length limits, list-vs

... preprocessor like SASS or LESS extends CSS by allowing variables, nested rules, and other programming-like features for easier styling ...