your AI agent isn't running on one model. it's running on five or six, and you're probably paying for every one of them separately. one to embed your docs one to rerank search results one to turn PDFs into text one to check for unsafe content one to actually think and call tools five APIs. five bills. five things that can go down. Superlinked just open sourced SIE, one server that runs all of it on your own hardware or your own cloud. 85+ models behind one API. the part i like most: models load when you call them and get kicked out of memory when you stop, so you're not paying for a GPU to babysit a model nobody's using. and it ships the production stack too. load balancing, autoscaling all the way down to zero, Grafana dashboards, Terraform for GKE and EKS. Apache 2.0. free. don't migrate everything at once. start with embeddings. the endpoint is OpenAI compatible, so it's close to a one line swap. then move the next model once that's stable. every model you move over is one less bill. repo in the replies. bookmark this. follow @cyrilXBT