SCADA Historian Architecture: 2026 Design Patterns from First Principles
First-principles guide to SCADA historian design — tag ingest, compression, retention, query patterns, and modern stacks (PI, InfluxDB, Timescale).
Edge MLOps Pipelines for Industrial IoT: 2026 Production Architecture
Production-grade edge MLOps pipeline for industrial IoT — training, packaging, OTA delivery, drift detection, and rollback under network constraints.
Build a Digital Twin for a CNC Machine: Step-by-Step 2026 Tutorial
Step-by-step tutorial to build a working CNC machine digital twin — MTConnect ingestion, physics-informed model, dashboard, anomaly alerts.
ROS 2 Jazzy to Kilted Migration Guide (2026)
Practical ROS 2 Jazzy → Kilted Kaiju migration guide — breaking changes, rclcpp updates, DDS/Iceoryx options, and a step-by-step rollover.
Time-Series Forecasting at the Edge: 2026 Production Patterns
Production patterns for time-series forecasting at the edge — Chronos-Bolt, TimesFM, TFT, quantization, and real-world latency budgets.
Carbon Footprint of Industrial AI Inference: 2026 Living Benchmark
A living 2026 benchmark of the carbon and energy cost of industrial AI inference — at the edge, in regional clouds, and per business outcome.
How Flow Batteries Actually Work: A Deep Explainer (2026)
How flow batteries actually work — vanadium, iron, and zinc-bromine chemistries, scaling math, grid economics, and where they beat lithium.
RFdiffusion 2: How AI Now Designs Functional Proteins (2026)
RFdiffusion 2 explained — what changed, how it pairs with ProteinMPNN, success rates on real binder campaigns, and the open problems.
NVIDIA Blackwell Ultra Ramp & Q2 2026 Earnings: What It Signals
Deep analysis of NVIDIA Q2 2026 results — Blackwell Ultra ramp, networking attach rates, China headwinds, and the AMD/Intel response.
Streaming Trade Data into Iceberg: 2026 Architecture for Fintech
An Iceberg-first architecture for streaming trade data — Kafka Tableflow, compaction, time travel for surveillance, and cost trade-offs.