Open-Weight Models in Production: A Migration Checklist for AI Teams
A production checklist for moving an AI workflow to open-weight models: licensing, serving, evaluation, observability, fallback routing, and the limits of self-hosting.
A production checklist for moving an AI workflow to open-weight models: licensing, serving, evaluation, observability, fallback routing, and the limits of self-hosting.
vLLM vs SGLang (2026) comparison for LLM serving and AI agents: which is better for throughput, latency, prefix caching, OpenAI API compatibility, and deployment fit?
How vLLM works under the hood, why PagedAttention matters for agent workloads, and where it fits in a production agent infrastructure stack in 2026.