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How to Add AI Features to an Existing SaaS Product: The Infrastructure You Need for Inference, GPUs, Agents, and Sandboxes

Most SaaS teams add AI features by putting an inference layer beside the existing application. That layer calls hosted model APIs or self-hosted open-weight models and pairs with retrieval, evaluation, observability, and, for agents, an isolated sandbox to run agent-generated code. Control Plane ru…

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  1. 2026-11-09 00:48 · DEV Community — AI
    How to Add AI Features to an Existing SaaS Product: The Infrastructure You Need for Inference, GPUs, Agents, and Sandboxes

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