#Context windows

Bigger context windows did not give models memory. They gave you a larger envelope to fill on every single request — and...

An agent that handles five steps beautifully can fall apart at twenty. The reason is rarely reasoning — it is that the c...

Memory is not a feature you enable. It is a set of decisions about what to keep, what to summarise and what to let go —...

If every request begins with the same two thousand tokens of instructions, you are paying full price to resend them. Ord...