Gisting: Compressing LLM Agent context to ↑ throughput and ↓ cost

Shopify Engineering2026-08-19 22:320 views

Gisting compresses context into a set of learned tokens, preserving its quality while making the model faster and cheaper.

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A 300-token max_tokens used to be a safe cap for a short answer. On Qwen4-Max-Preview it returned HTTP 200 with an empty

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