The IoT Protocol Stack: A Modular Architecture Guide (2026)
The IoT protocol stack explained as a modular architecture — device, transport, messaging, and semantic layers, with how to choose MQTT, CoAP, or OPC UA.
Vehicle-to-Infrastructure (V2I): Architecture & Implementation
Vehicle-to-infrastructure (V2I) architecture and implementation — C-V2X vs DSRC, RSU design, the message set, latency budgets, and a deployment blueprint.
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.
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.
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.
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.
What Are IoT Devices? Architecture, Types & Examples (2026)
What are IoT devices? A 2026 deep dive into IoT device architecture, sensors, MCUs, connectivity, security, and real examples across industries.
Azure IoT Hub vs Event Hub: Architecture Comparison (2026)
Azure IoT Hub vs Event Hub compared — device management, protocols, throughput, cost, and a decision matrix for your 2026 ingestion architecture.
LLM Evaluation Pipelines: LLM-as-Judge Done Right (2026)
Build an LLM evaluation pipeline that you can trust — golden sets, LLM-as-judge pitfalls, calibration, drift detection, and a reference workflow.
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.