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finops

3 posts tagged “finops”

Cloudflare Security Best Practices for AI Apps

The security practices we follow when we put AI on Cloudflare Workers: server-only session state, a budget in front of every model call, safe handling of uploads and saved results, rate limiting at two levels, and the seven layers between the internet and a model call. Written with a focus on keeping the bill under control.

The Cost-Efficient AI Stack: Ship AI Features Without the Runaway Bill

Most teams overpay for AI by routing every request to a frontier model. This is the architecture we build instead — hybrid cloud+local routing, self-hosted inference, agent orchestration, and cost-per-request observability — and the single principle that ties it together: send each unit of work to the cheapest model that can do it well.

FinOps for AI Infrastructure: Beyond Cloud Cost Tags

Traditional FinOps practices fall short for AI workloads. Here's how to build a cost management strategy that accounts for GPU economics.