Technology / SaaSStudied

A 40-turn support thread across two sessions

As the thread grows, summarize beats full dump on cost and overflow.

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Context and Memory Strategy Evaluator

Context

A SaaS support conversation runs 40 turns across two sessions. Full dump keeps everything but its cost and overflow risk climb every turn; a rolling summary keeps the key facts at flat cost.

The decision

Strategy is a function of session length: for a long support thread, summarize (or compress), full dump is only right for a short, high stakes exchange.

What most miss

Teams pick one context strategy and standardize it. The right choice changes with the task, a long thread and a short one want different dials.

Stakes

Full dumping a long thread quietly triples the token bill and risks a window overflow mid conversation.

Takeaway · For a long thread, summarize, full dump's cost and overflow climb with every turn.

Studied · Agent Architecture and Protocol Strategy Artifacts · verified 2026-07-03

Sources: Multi-session support-thread context strategies; Rolling-summary vs full-context cost/fidelity trade-offs

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