Cost

Budgeting the Context Window: A Token Accounting Method

Split the window into fixed, retrieved and conversational budgets, put real numbers against each, and enforce them. The arithmetic is simple and almost nobody does it — which is why so many agents degrade at turn fifteen for reasons the team cannot name.