A Kubernetes-native AI/ML platform. Deploy inference endpoints and training jobs on GPU clusters with scale-to-zero, zero-trust networking, and no vendor lock-in — every layer is open source and replaceable.
KEDA + Kueue autoscaling with MIG-isolated GPU partitions. Pay nothing when idle. Burst to full cluster capacity on demand. No cold-start tax beyond the first request. Replica counts are unsigned — there is no going below zero.
Cilium eBPF dataplane with WireGuard-encrypted pod-to-pod traffic. Network policies enforced at the kernel level. mTLS everywhere, no sidecars.
Prometheus, Grafana, Loki, and Jaeger pre-configured. GPU utilization, inference latency, and cost dashboards out of the box. Alert on what matters.
Vault for secrets management, OPA Gatekeeper for admission control, External Secrets Operator syncing credentials. Nothing hardcoded, ever.
ArgoCD manages the full stack. Every change is a pull request. Every deployment is auditable. Rollback is a git revert.
NVIDIA Dynamo + Triton inference serving. Drop-in replacement for the OpenAI API — bring your own models or pull from the registry. One endpoint, any framework.
Every component is open source. The platform is the integration, not the lock-in.
Every layer is replaceable. No proprietary glue. Fork the stack and run it yourself.
There is no rate card, because there is nothing for sale. unsigned is the platform we run cerebral on, and these are our own books — kept open on purpose. GPU clusters are not cheap; running them well is the craft. Every layer is open source, and what we fix goes back upstream. Villains keep secrets. We publish the bill.
The whole operation: 4 boxes · cpu pool 4 · gpu pool 0 · k8s v1.34.5. Published because we have nothing to sell you — transparency is cheaper than marketing.
A100 80GB · MIG 3g.40gb + full
H100 80GB · MIG + full
CPU · general purpose
0x05 · Access
unsigned is not a platform company. It's the platform we built for ourselves, documented like a dataroom. If you're a founder auditing how we operate: the architecture above, the books above, and /learn are the real thing, not the brochure.
Ask Anythingopens your mail client — questions answered, nothing sold