DevOps

Cloudflare Open Sources Decision Models for AI Agents

During its recent “Birthday Week”, Cloudflare announced Clef, a set of open-weight AI models designed to choose between predefined options rather th…

FreeToken Unlocks Frontier MoE Inference on Consumer Hardware via Dynamic Co-Execution

Researchers from UC Berkeley and MIT have developed FreeToken, an open-source inference engine that enhances the utility of Mixture-of-Experts model…

Article: Local-First AI Inference: A Cloud Architecture Pattern for Cost-Effective Document Processing

The Local-First AI Inference pattern routes 70–80% of documents to deterministic local extraction at zero API cost, reserving Azure OpenAI calls for…