Smart home technology in 2026 — Matter 1.4 fabric, Thread credentials, AI-driven automation, energy management, and a buyer guide for retrofit vs new-build deployments.
Digital twins for healthcare operations in 2026 — patient flow twins, OR scheduling, asset tracking, FHIR/HL7 ingestion, and a reference architecture proven across 5 hospital systems.
Build a robotics telemetry visualization pipeline with Rerun.io — log SDK in Python and Rust, time-series + 3D, ROS 2 bridge, and the 2026 alternative to RViz and Foxglove.
How DeepMind AlphaProteo designs de novo protein binders — diffusion + structure prediction, target-conditioning, in vitro hit rates, and the 2026 outlook for AI-designed therapeutics.
What is publicly known about Anthropic Claude Opus 4.6 — capability tier, agentic coding, computer use, MCP integration, and how it positions against GPT-5 and Gemini 3 in 2026.
Hands-on tutorial: building a production-ready OPC UA server in Python with asyncua — address space modeling, security policies, subscriptions, and Docker packaging for IIoT in 2026.
Apache Pulsar geo-replication for industrial IoT — segment storage on BookKeeper, async vs sync replication, multi-region clusters, and a 2026 reference architecture for global telemetry.
Kubernetes CNI showdown — Calico, Cilium, Flannel, Multus compared on performance, eBPF data plane, network policy, multi-network, and the 2026 production picks for industrial edge.
Why OpenUSD is the emerging interchange format for industrial digital twins — composition arcs, payloads, schemas, and Omniverse pipelines for shop-floor and process twins in 2026.