Why Replicate is joining Cloudflare

This post announces the acquisition of Replicate by Cloudflare. It details Replicate's journey in making AI models accessible to developers, starting with Cog for packaging and Replicate.com for serving. It highlights the evolution of AI engineering beyond just model inference to include microservices, object storage, caching, and databases. The acquisition is framed as a strategic move to combine Replicate's model primitives with Cloudflare's network, Workers, R2, and Durable Objects to build a comprehensive AI infrastructure layer, enabling edge inference and model pipelines on Workers.