Context Management

Longer Conversations Cost More and Get Dumber

Every conversation turn re-sends the full history to the model: the longer the conversation, the higher the cost, the more scattered the attention, and the closer you get to the context window limit. These three problems make it clear: context cannot be left unmanaged.

Three Reasons Context Must Be Managed

Gets More Expensive

Every turn re-sends the full history; token consumption grows each round, and costs snowball

Gets Less Attentive

Attention is strong at the start and end, weak in the middle—content in between is most likely to be overlooked

Gets More Dangerous

The context window has a hard limit; once full, the earliest information is silently dropped

Conversation is not a free-flowing stream: the longer it gets, the more expensive, the less attentive, and the more dangerous. Context management is a fundamental skill for AI products—there is no way around it.