This architecture eliminates the traditional point-to-point integration nightmare that has plagued manufacturing for decades.
AUTOMATION
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Unified Namespace and MQTT Protocol Scale Digital Tool Integration
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The Unified Namespace architecture reduces integration costs and lets teams scale new digital tools in hours instead of weeks.
— Lucian Fogoros (@fogoros) 31 mars 2026
MQTT protocol allows every device to publish data with full context. Applications subscribe without disrupting production networks. pic.twitter.com/tcfyWoqUDzThe Unified Namespace architecture reduces integration costs and lets teams scale new digital tools in hours instead of weeks.
MQTT protocol allows every device to publish data with full context. Applications subscribe without disrupting production networks. -
Coding Agents Automate Cross-Platform Workflows with Intelligence
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Agents that can code will equally be able to use tools exceedingly well. This allows you to start to automate tasks across a workflow that requires both a component of non-deterministic intelligence but also deterministic system interaction.
— Aaron Levie (@levie) 31 mars 2026
An example would be using something… https://t.co/ziNaeIUR8TAgents that can code will equally be able to use tools exceedingly well. This allows you to start to automate tasks across a workflow that requires both a component of non-deterministic intelligence but also deterministic system interaction. An example would be using something like Codex to automate a workflow connecting data from Box to multiple other systems. The coding agent can interact with systems like an engineer via CLI/MCP/APIs, or write code on the fly when new problems are encountered in a workflow. This will also be one of the reasons you’ll see more technical and engineering roles start to help automate work in non-engineering domains. Marketing, finance, supply chain, pharma research, and other areas where there’s a large amount of data and systems to talk to all have these properties. Box (@Box) Codex just turned an upcoming meeting into a fully automated cross-platform workflow. Box. Gmail. Slack. It researches across all three, synthesizes the context, and delivers a pre-meeting brief without anyone lifting a finger. This is what personal productivity looks like when agentic automation does the work for you. See it in action.👇 — https://nitter.net/Box/status/2039056257282449696#m
→ View original post on X — @romainhuet, 2026-03-31 19:39 UTC
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LTX Studio transforms agency creative workflows from weeks to hours
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3/ The use case that clicks for me: agency and brand work. You get a brief. You need to show a concept before committing budget.
LTX Studio lets you go from script → storyboard
→ rough cut with consistent characters and camera direction — in hours, not weeks. That changes -
Abacus AI CoWork Desktop Launch: AI-Powered Document Processing
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Abacus AI CoWork is now live.
— Abacus.AI (@abacusai) 31 mars 2026
Drop a folder on your desktop: receipts, PDFs, spreadsheets, transcripts, and get back work that’s ready to send.
It reads, connects the dots, and delivers output you can actually use.
Part of ChatLLM & Abacus AI Desktop: https://t.co/NRJ2OV7dlp… pic.twitter.com/muiaGymCCpAbacus AI CoWork is now live. Drop a folder on your desktop: receipts, PDFs, spreadsheets, transcripts, and get back work that’s ready to send. It reads, connects the dots, and delivers output you can actually use. Part of ChatLLM & Abacus AI Desktop: chatllm.abacus.ai CoWork on desktop: desktop.abacus.ai All the models, working together. Built to be useful.
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Cursor: Build AI Agents That Run Automatically
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Build agents that run automatically · Cursor buff.ly/0wrnb02
#AI #MachineLearning #DeepLearning #LLMs #DataScience [Translated from EN to English]→ View original post on X — @miketamir, 2026-03-31 18:47 UTC
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Marpipe Enables AI-Powered Dynamic Product Ads at Scale
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Most brands running large catalogs have been invisible in the DPA creative race since gen AI arrived.
— AI Highlight (@AIHighlight) 31 mars 2026
Marpipe just handed them a weapon pick your model, set your direction, and let it enrich and deploy across your entire SKU library in minutes.
The playing field just… https://t.co/l8JIS2Ers7Most brands running large catalogs have been invisible in the DPA creative race since gen AI arrived. Marpipe just handed them a weapon pick your model, set your direction, and let it enrich and deploy across your entire SKU library in minutes. The playing field just shifted. Dan Pantelo (@danpantelo) Gen AI works for one-off ads, but is unusable for product catalogs / DPA. Ecom brands have hundreds of SKUs and are spending 50%+ ad spend on DPA. They’re being left behind. Until now. Introducing, Generative Catalogs: redesign your entire product catalog and DPA in minutes. — https://nitter.net/danpantelo/status/2039010334908850327#m
→ View original post on X — @aihighlight, 2026-03-31 18:17 UTC
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GenAI Reduces Turbine Trip Root Cause Analysis to Instant
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Identifying the root cause of a turbine trip manually takes 6 to 10 hours. GenAI drops that to nearly instant response time.
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GenAI and RAG Automate Industrial Diagnostics and Troubleshooting
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GenAI and RAG instantly search manuals, logs, and forums to provide probable cause and recommended action.
— Lucian Fogoros (@fogoros) 31 mars 2026
No more digging through 6,000-page turbine manuals. AI agents layer over ML tools to give context to anomalies.
From alert to answer in seconds. pic.twitter.com/eYiljr3nPuGenAI and RAG instantly search manuals, logs, and forums to provide probable cause and recommended action.
No more digging through 6,000-page turbine manuals. AI agents layer over ML tools to give context to anomalies.
From alert to answer in seconds. -
Create Production-Ready AI Agents in 5 Minutes with DataRobot
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Have an idea? Make it a production agent ready in 5 minutes through @DataRobot