Every LLM coding agent has the same Achilles' heel: edit application. When Claude, GPT, or any model tries to modify code, it generates an old_text → new_text pair. The tool then does an exact string ...

We developed and evaluated a pipeline combining Mistral Large LLM and a postprocessing phase. The pipeline's performance was assessed both at document and patient levels. For evaluation, two data sets ...

Five knowledge types: decision, solution, lesson, fact, convention Automatic deduplication via Jaccard + fuzzy similarity (thresholds: 0.85 / 0.90) Version history with supersession chains Knowledge ...