SCIPE is a tool designed to debug and optimize LLM chains in AI applications.LLM chains involve multiple models working together to handle a single query, and failures at one node can disrupt the entire process.SCIPE provides systematic evaluation of each node in the chain to identify underperforming nodes.By analyzing intermediate outputs, SCIPE helps pinpoint the specific node causing issues.