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GitHub updates HydraFusion and adds Max mode for complex tasks

On October 14, GitHub updated HydraFusion—a system that selects a workflow and models for individual stages—and introduced HydraFusion Max for more demanding tasks. The practical question for teams: when do extra review passes justify the time and credit costs?

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Cloudflare releases Clef-omni for structured audio and video analysis

On October 9, Cloudflare announced Clef-omni, an open-weight model for structured decisions based on text, images, audio, and video. The company also cut the hosted Clef-flash price from $0.09 to $0.038 per million input tokens and reduced its context window from 64K to 24K tokens.

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