Technologies & Ecosystem
The tech stack behind our curriculums: Red Hat hybrid cloud platform, containers, GitOps and production AI. Discover the technologies of the moment featured in our programs.
Tech Radar & Intelligence Briefings
Briefings, technology watch, and Cloud & AI infrastructure insights from Aperta Intelligence Lab.
Multi-Cluster Networking: RHACM & Submariner for Hybrid AI and Distributed Serving
How to connect on-premise and cloud OpenShift clusters via direct L3/L4 WireGuard tunnels using RHACM and Submariner.
GitOps for LLMOps in 2026: Declarative LLM Deployment with OpenShift GitOps (ArgoCD), KServe, and vLLM
Comprehensive guide to implementing GitOps for enterprise AI models: declarative InferenceServices, LoRA adapter management, and canary rollouts on Red Hat OpenShift AI.
Enterprise LLM Governance in Production: TrustyAI & Guardrails on OpenShift AI
How to automate EU AI Act compliance, drift detection, and real-time inference guardrails using TrustyAI and KServe on Red Hat OpenShift AI.
Enterprise Sovereign RAG Architecture in 2026: Deploying Milvus, vLLM, and Guardrails on OpenShift AI
Architectural blueprint for building a secure, sovereign, and high-throughput enterprise RAG pipeline on Red Hat OpenShift AI with vLLM and Milvus.
✨ Technologies of the moment Technologies of the moment
Four technologies highlighted in our current curriculums.
Red Hat OpenShift
Enterprise Kubernetes platform for container orchestration, multi-cluster management and GitOps workflows.
Red Hat OpenShift AI
Enterprise AI/ML platform on Kubernetes for the full model lifecycle: training, serving and management.
vLLM
High-throughput, memory-efficient LLM inference and serving engine.
InstructLab
Open-source approach for aligning and fine-tuning LLMs with community-driven skills and knowledge.
All technologies
All open-source tools and enterprise components mastered by our students.
