Cloudflare Workers AI — Running LLMs at the Edge in 60 Countries
Deploy LLMs globally with Cloudflare Workers AI. Explore model selection, streaming, edge RAG, and cost-effective architecture for single-digit latency.
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Deploy LLMs globally with Cloudflare Workers AI. Explore model selection, streaming, edge RAG, and cost-effective architecture for single-digit latency.
Master CockroachDB multi-region deployments: table localities, follower reads, transaction retries, zone configs, and survivability goals.
Your serverless function takes 3-4 seconds on the first request, then 50ms on subsequent ones. This is cold start latency — and it''s the #1 complaint about serverless architectures. Here''s what causes it, how to measure it, and exactly how to minimize it.
"It works on staging" is one of the most dangerous phrases in software. The timeout is 5 seconds in dev, 30 seconds in prod. The cache TTL is different. The database pool size is different. The feature flag is on in staging but off in prod. Config drift makes every deployment a gamble.
Harden container images with multi-stage builds, distroless images, non-root users, vulnerability scanning (Trivy), SBOM generation (Syft), image signing (Cosign), and admission controllers to block unsigned images.