Tech Radar & Intelligence Watch — Page 2
Technology briefings, platform engineering updates, and AI infrastructure insights from Aperta Intelligence Lab.
Weekly Tech Radar Digest: Istio Ambient Mode, vLLM Multi-LoRA, EDA 2.4, KubeVirt vGPU & TrustyAI
Weekly intelligence briefing: Sidecarless Service Mesh architecture, high-density Multi-LoRA serving, closed-loop Ansible remediation, live vGPU VM migration, and TrustyAI LLM guardrails.
OpenShift Service Mesh 3 & Istio Ambient Mode: Sidecarless Architecture, L4 ztunnel, and L7 Waypoint Proxies
Discover the sidecarless architecture of OpenShift Service Mesh 3: transparent L4 mTLS with Rust ztunnel, on-demand L7 Waypoint proxies, and massive memory overhead reduction.
OpenShift Virtualization & KubeVirt: vGPU Live Migration and 1Gi HugePages on Baremetal
How KubeVirt and OpenShift Virtualization unify VMs and containers: zero-downtime vGPU Live Migration and 1Gi HugePages memory performance.
Distributed Milvus & OpenShift Data Foundation: High-Performance Storage Architecture for Enterprise RAG
How pairing distributed Milvus 2.4+ with Rook-Ceph and ODF on OpenShift delivers sub-5ms semantic search latencies across 10M+ vector stores.
Stateful Disaster Recovery on Kubernetes: OADP 1.4, CSI Data Mover & Declarative Backup
How OpenShift API for Data Protection (OADP / Velero) and CSI Data Movers automate out-of-band backups and declarative disaster recovery.
Kubernetes GPU Orchestration: Dynamic Resource Allocation (DRA) and NVLink Topology on OpenShift
How Kubernetes DRA standards and the NVIDIA GPU Operator eliminate worker reboots for dynamic MIG slicing and optimize NVLink topology awareness.
Multi-LoRA Serving at Scale with vLLM and OpenShift AI: Serving Hundreds of Domain Adapters on a Single GPU Cluster
Comprehensive engineering guide to serving dozens of specialized LoRA adapters on a single base model using vLLM and Red Hat OpenShift AI without multiplying GPU costs.
Intelligent LLM Autoscaling with KEDA and vLLM on OpenShift: Scaling on KV-Cache Pressure and ITL Latency
Comprehensive engineering guide for dynamically scaling production LLM servers: why standard HPA fails and how to configure KEDA with native vLLM metrics.
Securing Model Context Protocol (MCP) on OpenShift: Enterprise Architecture for AI Agents
Comprehensive architecture guide for deploying and securing Model Context Protocol (MCP) on Kubernetes and OpenShift: mTLS, RBAC, eBPF inspection with RHACS, and OpenShift AI integration.
Llama Stack on Red Hat OpenShift AI: Standardizing Enterprise GenAI Agents and Sovereign RAG Architectures
Comprehensive architecture guide to standardizing and deploying enterprise GenAI agents with Llama Stack, vLLM, Milvus, and OpenShift AI: unified APIs, Tool Calling, Guardrails, and Portability.