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AI In Manufacturing Is A Dumpster Fire
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AI In Manufacturing Is A Dumpster Fire

Discover why most factory-floor LLM demos break apart in production - and how a generate → freeze → test workflow instead turns "AI" into reliable, audit-grade pipelines instead of costly surprises.

Industrial IoT Platforms vs. The Unified Namespace (UNS)
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Industrial IoT Platforms vs. The Unified Namespace (UNS)

A single IoT platform can tackle specific use cases but struggles with large-scale data. A Unified Namespace excels at flexible distribution yet needs extra tools. The key is striking the right balance and leveraging each where it shines

Node-RED meets Benthos!
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Node-RED meets Benthos!

Yes, we’ve made it possible to bring Node-RED-style simplicity into Benthos pipelines, enabling your chosen LLM to handle tedious manufacturing connectivity and contextualization tasks—whether you’re prototyping or managing production-grade data flows.

Opinion: OPC UA is the Peak of All That Is Wrong in Manufacturing
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Opinion: OPC UA is the Peak of All That Is Wrong in Manufacturing

Thank you for your attention! Now, let's discuss a topic that is close to our hearts. We want to talk about OPC Unified Architecture, or OPC UA for short. We are not in competition with OPC UA. Rather, we are (frustrated) users of OPC UA, and what follows is our personal opinion.

Comparing MQTT Brokers for the Industrial IoT
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Comparing MQTT Brokers for the Industrial IoT

Are you looking for the best MQTT broker for your IoT or IIoT project? In this technical comparison, we evaluate four popular options: Eclipse Mosquitto, VerneMQ, EMQx, and HiveMQ. We consider factors such as reliability, scalability, and maintainability to help you make an informed decision.

Historians vs Open-Source databases - which is better?
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Historians vs Open-Source databases - which is better?

OSIsoft PI, Canary, InfluxDB, TimescaleDB and Ignition - the number of tools you can use to store your data from your machinery is endless. This article provides an overview of historians and open source time series databases.

Why we chose TimescaleDB over InfluxDB
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Why we chose TimescaleDB over InfluxDB

TimescaleDB is better suited for the Industrial IoT than InfluxDB, because it is stable, mature and failure resistant, it uses the very common SQL as a query language and you need a relational database for manufacturing anyway

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