Token Consumption Optimization in LLM Applications

When working with LLMs, most developers focus on prompt quality. But there's another factor that often gets ignored: token consumption. Tokens directly impact: cost latency context limits And small design decisions can have a big impact at scale. Where tokens are wasted Most token waste doesn't come from “bad prompts”. It comes from structure. Common sources: verbose instructions repeated context unnecessary formatting inefficient data representation Even when...