Useful and informative articles on the MDCplus blog

14 August 2026

How Do You Build a Mobile Dashboard Plant Managers Actually Use?

Building a mobile-first Tailwind PWA for plant managers: what belongs on a phone screen, offline behavior, push notifications, and prompts for an executive manufacturing dashboard

13 August 2026

How Do You Create Manufacturing KPI Widgets with Cursor and v0.dev?

Using v0.dev to generate manufacturing KPI widgets and Cursor to wire them into an existing dashboard repo: the two-tool workflow, prompts for scrap rate and MTTR/MTBF, and integration pitfalls

12 August 2026

How Do You Build a 3D Shop Floor Map Driven by Live PLC Data?

Building a 3D shop floor map with React Three Fiber: preparing CAD geometry for the web, mapping PLC tags to mesh colors, performance limits, and when 3D is the wrong choice.

11 August 2026

How Do You Design an Andon Display For Shop-Floor Using AI?

Prompting UI/UX for shop floor Andon displays: type scale for distance viewing, colorblind-safe status coding, glare and glove constraints, and prompts that produce factory-ready screens

10 August 2026

How Do You Get Live OPC UA Machine Data into Retool?

How to vibe-code a Retool custom component that streams live OPC UA machine data over WebSockets: the bridge service, security boundaries, and prompts for each layer

07 August 2026

Can AI Generate a Grafana Dashboard for CNC Machine Monitoring?

How to prompt an AI model to generate a Grafana dashboard JSON model for CNC monitoring over MQTT: the data pipeline, panel design, Flux queries, and validating generated JSON

06 August 2026

How Do You Stop AI from Hallucinating When Building IIoT Dashboards?

A meta-prompt system for hallucination-free IIoT dashboards: constraint rules for strict data typing, missing-telemetry edge cases, few-shot industrial context, and code verification layers

05 August 2026

Vibe-Coding vs Low-Code: Which Is Better for Manufacturing Dashboards?

Vibe-coding vs low-code for manufacturing dashboards: a head-to-head comparison of speed, cost, customization, vendor lock-in, maintenance burden, and legacy MES integration

04 August 2026

How Do You Prompt-Engineer a Custom OEE Dashboard for Your Machines?

How to prompt-engineer a custom OEE dashboard: fetching machine states from a monitoring API, calculating Availability, Performance and Quality correctly, and prompt rules that prevent efficiency math errors

03 August 2026

How Do You Vibe-Code a Real-Time Shop Floor Dashboard with Claude and Python?

How to vibe-code a real-time shop floor dashboard using Claude and Python: the stack, a copy-paste starter prompt, hot-reloading UI, and moving from mock data to a real telemetry feed

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