The latest articles on DEV Community by OneInfer.ai (@oneinfer). https://dev.to/oneinfer https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3598544%2Fcb1e6a7e-1b2f-43e5-9de5-066653ef5f59.png https://dev.to/oneinfer en OneInfer.ai Mon, 10 Nov 2025 06:57:46 +0000 https://dev.to/oneinfer/how-we-solved-multi-model-inference-without-losing-sleep-8ie https://dev.to/oneinfer/how-we-solved-multi-model-inference-without-losing-sleep-8ie <p>We built <a href="https://oneinfer.ai/" rel="noopener noreferrer">oneinfer.ai</a> after one too many late nights fighting cost overruns and messy API rewrites.<br> Every dev working with LLMs knows this pain — switching providers means new SDKs, new payloads, and weeks of lost progress.</p> <p>So we built a Unified Inference Layer: a single API that talks to Open AI, Anthropic, Deep Seek, and open-source models — no code rewrites required. Add a GPU Marketplace, token-level cost tracking, and serverless scaling, and suddenly AI deployment feels like cloud done right.</p> <p>Think of it as the Docker layer for inference — deploy anywhere, scale everywhere, pay smarter.</p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fegjjklpi0ih5cxuiwk38.jpeg" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fegjjklpi0ih5cxuiwk38.jpeg" alt=" " width="800" height="800"></a>Beta access → oneinfer.ai</p> ai cloud opensource gpu