Cloudflare pitches AI Gateway as one control plane for model calls and MCP links
ritakozlov · x · 2026-07-22
The post highlights Cloudflare AI Gateway as a control plane for AI traffic, emphasizing visibility, auditing, and controls.
It says the gateway lets teams switch models by changing a string, so they can try new models immediately without onboarding new vendors. The quoted Cloudflare thread adds that the company has been building spend visibility, security, token efficiency, audit trails, and a single control point for every model call and MCP connection. It also points to MCP portals, code mode, and Cloudflare’s growing role in routing inference.
More from Infra
- Engram's random reads don't suit SSDs; CPU-memory over NVLink could serve all 72 GPUs — bookwormengr · 2026-09-11
- 80% of the DIY LLM inference hype posters have already quit — it's brutally hard systems work — abhijithneil · 2026-09-11
- Hugging Face's Ultra Scale Playbook: a free book on training LLMs on GPU clusters — mdancho84 · 2026-09-11
- Is inference latency becoming the biggest bottleneck for production AI agents? — Euphoric_Sea632 · 2026-09-11
- LLM Serving Metrics Thread: Why TPOT and Uptime Make or Break User Experience — abhijithneil · 2026-09-11
- PlanetScale launches sharded Postgres: 768 servers acting as one, 1PB scale — dhruv2038 · 2026-09-11