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Gateway hygiene pre-compression only checked model.context_length from the top-level config, missing per-model context_length defined in custom_providers entries. This caused premature compression for custom provider users (e.g. 128K default instead of 200K configured). The AIAgent's own compressor already reads custom_providers correctly (run_agent.py lines 1171-1189). This adds the same fallback to the gateway hygiene path, running after runtime provider resolution so the base_url is available for matching.