LLMs are increasingly deployed in production systems handling long documents, conversations, and complex prompts. Understanding context rot is crucial for building reliable AI applications—knowing when and why models fail helps you design better prompts, chunk data effectively, and set appropriate expectations. This knowledge prevents costly failures in real-world deployments.