ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record
ArgoCD vs Flux GitOps decision record for 2026: multi-tenancy, progressive delivery, and which to pick for platform teams at scale.
K3s at the Edge: A Production Kubernetes Guide for 2026
K3s at the edge in 2026: production-hardened deployment patterns, HA datastore choices, and lessons from real IIoT rollouts.
Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026
The Unified Namespace reference architecture for industrial IoT in 2026: MQTT Sparkplug B backbone, ISA-95 mapping, and rollout patterns.
Ollama vs LM Studio vs Jan (2026): Local LLM Runner Compared
Ollama vs LM Studio vs Jan for running local LLMs in 2026: backends, model formats, OpenAI-compatible APIs, GPU support, privacy and developer workflow. Decision guide.
containerd vs CRI-O (2026): Kubernetes Runtime Decision Guide
containerd vs CRI-O for Kubernetes in 2026: CRI conformance, image handling, footprint, security posture, ecosystem and when each fits. A practical decision guide.
Podman vs Docker (2026): Rootless, Daemonless & Compose Tested
Podman vs Docker in 2026: rootless and daemonless architecture, pods, systemd/Quadlet, compose compatibility, security and CI. A practical decision guide.
Karpenter vs Cluster Autoscaler (2026): GPU Node Scaling & Cost
Karpenter vs Cluster Autoscaler for Kubernetes GPU node scaling: provisioning speed, bin-packing, consolidation, spot handling and cost. A 2026 decision guide.
ONNX vs TFLite vs ExecuTorch vs Core ML (2026): Edge Format Pick
ONNX Runtime vs TFLite (LiteRT) vs ExecuTorch vs Core ML compared for on-device inference: operator coverage, hardware backends, quantization and portability. 2026.
Hailo-10H vs Jetson Orin Nano (2026): Same CV Workload Tested
Hailo-10H vs Jetson Orin Nano head-to-head on the same computer-vision workload: TOPS/W, latency, framework support, memory and price. A 2026 edge-inference pick.
ROS 2 Kilted to Lyrical Luth Migration (2026): What Breaks & Fixes
Migrating ROS 2 Kilted Kaiju to Lyrical Luth: breaking changes, ros2_control updates, Zenoh as the Tier-1 RMW, and a step-by-step upgrade path. 2026 guide.