LLM Serving Fairness: How Cohere Eliminates the Noisy Neighbour Problem
Cohere Blog40 days agoCommentaryCohere's engineering blog addresses the "noisy neighbour" problem in multi-tenant LLM serving, where one tenant's heavy workload degrades performance for others sharing the same infrastructure. The post outlines how Cohere designs its serving layer to guarantee each tenant receives a fair and consistent share of compute resources. This is a practical look at production-grade fairness mechanisms relevant to any organisation relying on shared AI API infrastructure.
How Fern Runs Multi-Tenant Docs for Webflow and ElevenLabs on Vercel
Vercel Changelog49 days agoBusinessFern, a developer documentation platform, leverages Vercel to power white-labeled, multi-tenant documentation sites for enterprise API clients including Webflow and ElevenLabs. The case study highlights how Fern isolates per-tenant content and deployments at scale on Vercel's edge network. This architecture lets Fern onboard new documentation customers without provisioning separate infrastructure for each.