OpenTofu in Production: Migrating from Terraform (2026)
Migrate from Terraform to OpenTofu in production — drop-in compatibility, state encryption, CI changes, and a safe step-by-step cutover plan.
How Heat Pumps Actually Work (and Why They Beat 100%)
How heat pumps actually work, explained — the refrigeration cycle, why COP can exceed 100% efficiency, cold-climate limits, and the real physics.
K3s vs MicroK8s vs KubeEdge: Edge K8s ADR (2026)
K3s vs MicroK8s vs KubeEdge for edge clusters — an ADR weighing footprint, offline behavior, device management, and operational cost.
OpenTelemetry for Industrial IoT Observability (2026)
OpenTelemetry for industrial IoT observability — instrument edge services, run the OTel Collector, and ship traces, metrics, and logs end to end.
Order Management System Architecture for Trading (2026)
Order management system architecture for trading — event-sourced state, FIX gateways, risk checks, and idempotent execution, as a system design.
Why Hyperscalers Build Custom AI Chips (2026 Analysis)
Why hyperscalers build custom AI chips — the economics of TPU, Trainium, and Maia, the NVIDIA tax, and what in-house silicon means for buyers.
AlphaFold 3 and Protein Structure Prediction Explained
AlphaFold 3 explained — how the diffusion-based model predicts protein, DNA, and ligand structures, why it matters, and its real limitations.
How Lithium-Ion Batteries Work (and Why They Catch Fire)
How lithium-ion batteries work, explained — ions, cathodes, anodes, the SEI layer, and the chemistry of thermal runaway that makes them catch fire.
Humanoid Robots in Manufacturing: Reality vs Hype (2026)
Humanoid robots in manufacturing, 2026 — where they actually work, the VLA-model stack, integration cost, ROI math, and an honest hype check.
LLM Agent Memory Architecture for Production (2026)
LLM agent memory architecture for production — short-term, long-term, and episodic memory patterns, retrieval, decay, and where they break.