History compression: multi-turn conversation compression#6
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Multi-turn conversation compression in the proxy. Compresses old assistant reasoning, truncates old tool results, dedups repeated file reads. All gated by adaptive aggressiveness. Benchmark: 64% at 8 turns (+23pp vs feed-forward only).