deepagents on a cluster of your own: the SDK is free, the server is not, and what you have to build in betweenSep 15, 2026
Keycloak in an AI platform: where it fits, what it solves and the two standards MCP requires and it does not implementSep 12, 2026
The gateway does not live alone: the JWT that does not validate the audience, the user who never reaches the trace, and the seams you have to write by handSep 12, 2026
Sizing for agents: 275 input tokens for every output token, and why the bottleneck is still decodeSep 12, 2026
Humans and agents on the same gateway: why `priority` does not prioritise, the 429 that brings down the whole pool, and the two ways to separate trafficSep 10, 2026
LiteLLM on day 2: one worker per pod, six thousand seconds of timeout and the other five things to change before opening the trafficSep 8, 2026
Kubeflow in depth: which pieces are worth it in an on-premise LLM platform and which ones you already haveAug 31, 2026
Backstage as a self-service portal: giving your teams the LLM platform without giving them the clusterAug 31, 2026
Model chain of trust (1/4): KServe and the Open Inference Protocol, the control plane your serving is missingJul 26, 2026
Volcano and Kueue: gang scheduling, queues and GPU quotas for distributed workloads on KubernetesJun 16, 2026
Measuring energy in production: Kepler, DCGM and the practical stack (accuracy and overhead)Jun 14, 2026
The kitchen door the maître d' never looked at: network NUMA, Cilium eBPF and DRANET, the fourth leg of pinningJun 6, 2026
The maître d' who only seats you if you all fit at one table: CPU, Memory and Topology Manager on RKE2Jun 6, 2026
Seven greenfield deployment phases for an on-premise LLM platform: from hardware in the room to the first production tokenMay 31, 2026
Five maturity levels of the platform under the LLM: from a Linux server to a cluster ready for vLLMMay 31, 2026
Anatomy of an on-premise LLM inference stack: the seven layers that have to hold each other upMay 30, 2026
The GPU cluster as a platform: turning a shared cluster into a multi-tenant service your teams can consumeMay 21, 2026
Hubble: eBPF network observability, state of the art 2026 and the new frontier with AI agentsMay 19, 2026
LLM inference operators on Kubernetes: OME, vLLM Production Stack, NVIDIA Dynamo and llm-dMay 18, 2026