Pattern

Server-side compaction

Keep a long-running agent inside its context window by having the API replace older turns with a provider-written summary, triggered on demand or at a token threshold, instead of writing and maintaining a summarization loop in the application.

Classification Letting the model provider summarize older turns of a long agent run on the server, with rule-based clearing of old tool results alongside it.