Why AI Agents Fail Silently — And How to Fix It A technical deep-dive into the observability gap in multi-step LLM systems

The incident that started this A team ships a customer support agent built on LangChain. The agent handles refund requests end to end — retrieves order data, checks eligibility, processes the refund, ...