Tuesday, July 15, 2025

Start of archive·May 16

Top story

Platform WatchVercel Blog

Moonshot AI's Kimi K2 model is now supported in Vercel AI Gateway

Vercel AI Gateway expands model access to include Moonshot's mixture-of-experts model, enabling developers to route inference across multiple providers (Groq, DeepInfra, Fireworks, Parasail) with unified observability and failover—lowering switching costs and latency for production AI apps.

Moonshot AI's Kimi K2 (MoE model) now integrated into Vercel AI Gateway

The briefs

MCP (Model Context Protocol) is becoming the standard for AI agent integrations with external systems. Native OAuth support removes a critical security blocker for enterprise deployments, making it viable for companies to wire agents into their internal tools and APIs at scale.

MCP Adapter v1.0.0 released with official OAuth Authorization spec support

Amazon Science published a breakthrough in unsupervised anomaly detection using ensemble weighting. This addresses a critical ML ops challenge for enterprises dealing with unlabeled data at scale—directly relevant to companies building production AI systems.

Unsupervised learning approach (no labeled training data required)