How to evaluate AI agents in 2026: trajectory vs outcome metrics, step-level scoring, LLM-as-judge pitfalls, and a reusable agent eval harness pattern.
Agility Robotics Digit in 2026: the robots-as-a-service model, Toyota and Amazon deployments, the economics, and what blocks scale on the warehouse floor.
A hands-on 2026 ros2_control tutorial: write a SystemInterface hardware component, wire the controller manager, and run a real-time control loop with code.
A 2026 reference architecture for a semiconductor fab digital twin: SECS/GEM and EDA data, the real-time process twin, APC/FDC integration, and yield use cases.
The components of a digital twin in 2026: the physical entity, data ingestion, the virtual model, synchronization, analytics, and the service interface layer.
Retail vs e-commerce technology architecture, updated for 2026: POS vs storefront stacks, unified commerce, composable/MACH, edge, and AI personalization.
inmation software in 2026: how its industrial DataOps architecture works, real pros and cons, where it fits vs PI System and UNS, and an evaluation checklist.
The types of digital twins in 2026: component, asset, system, and process twins, plus the fidelity and integration-level axes — with a selection framework.
IoT vs digital twin in 2026: a clear answer-first breakdown of what each is, how they differ, how they combine in a real architecture, and when you need both.