Step-by-step how-tos, tool comparisons, and engineering deep-dives written for developers shipping code into factories — and for the manufacturing engineers wiring software into their lines.
The piece our editors are pointing new readers toward first. Updated quarterly to match the tools and standards shifting in the shop floor and the repo.
We wired up seven open-source OPC UA stacks against the same PLC emulator, scored them on handshake latency, certificate handling, and how gracefully they survive a noisy 4G link on the shop floor. Here's the spreadsheet, the scripts, and the verdict our controls team has actually been running for nine months.
Read the full comparisonHands-on guides with real numbers, real failure modes, and reproducible code. No vendor rewrites, no AI-generated filler — every article is tested against the same lab bench our clients use.
A reference architecture for collecting 4,000 tags/sec from a 12-cell line, with the back-pressure settings, retention policies, and Grafana dashboards we hand to every new integration client.
Naming, structuring, and version-controlling ladder logic so the night-shift electrician can fix it at 2 a.m. without paging you. Includes a downloadable template for Studio 5000 and TIA Portal.
Branching, signing, and rollback strategies built around CAN flashing windows, signed artifacts, and the terrifying moment a release engineer pushes to a 200-unit fleet. With a comparison of three real strategies used by Tier-1 suppliers.
From labeling 4,000 weld images to quantizing a YOLOv8n down to something a Jetson Orin Nano can run at 28 fps — including the dataset license gotchas, the lighting rig we ended up with, and the false-positive triage spreadsheet.
A decision tree based on three years of brownfield deployments in stamping plants, food processing, and battery cell assembly. With packet captures and the failure modes we hit on each protocol in the field.
A practitioner's walkthrough of the security standard everyone cites and few actually implement — translated into pull-request reviews, SBOM gates, and the SIEM rules that catch the things that matter before audit day.