Industrial vibration monitoring is evolving fast. Seeing similar patterns? @IIoT_World @CRudinschi @agentic_factory @KirkDBorne @EvanKirstel
AUTOMATION
-
Gravity-Defying Robotic Warehouse System with Ceiling and Wall Climbing
By
–
Gravity-Defying #Robotic #Warehouse System: Ceiling- and Wall-Climbing #Automation
— Ronald van Loon (@Ronald_vanLoon) 7 avril 2026
via @ZappyZappy7
#Robot #MachineLearning #ArtificialIntelligence #ML pic.twitter.com/ks5DdvJcWXGravity-Defying #Robotic #Warehouse System: Ceiling- and Wall-Climbing #Automation via @ZappyZappy7 #Robot #MachineLearning #ArtificialIntelligence #ML
→ View original post on X — @ronald_vanloon, 2026-04-07 16:25 UTC
-
GLM-5.1: Open-Source AI Tops Coding Benchmarks
By
–
BREAKING : Z AI released GLM-5.1, an open-source model with top tier coding performance! “Number 1 in open source and number 3 globally across SWE-Bench Pro, Terminal-Bench, and NL2Repo.” “Runs autonomously for 8 hours, refining strategies through thousands of iterations.”
-
Add Vibration Monitoring to Existing Modbus Infrastructure
By
–
Plants already running Modbus for pressure and temperature can add vibration data to the same fieldbus. No new communication infrastructure needed.
-
Composio: Secure AI Agents Without Exposing API Keys
By
–
Every dev building AI agents has pasted API keys into a .env and said “I’ll fix it later.”@steipete this is exactly what Composio fixes.
— AI Highlight (@AIHighlight) 7 avril 2026
No keys in the agent’s context. It just acts without ever knowing what powered it. https://t.co/no9FN0ygO8Every dev building AI agents has pasted API keys into a .env and said “I’ll fix it later.” @steipete this is exactly what Composio fixes. No keys in the agent’s context. It just acts without ever knowing what powered it. Karan Vaidya (@KaranVaidya6) Your AI agent is in bed with you. No protection. You just wanted it to work. Gmail. Allow. Calendar. Allow. Slack, Notion, GitHub. Allow. Allow. Allow. Every password, handed over. Your agent never needed a single one. They just needed @Composio Secure your agents in minutes ↓ composio.dev/protection — https://nitter.net/KaranVaidya6/status/2041516353551737338#m
→ View original post on X — @aihighlight, 2026-04-07 15:54 UTC
-
Salesforce Uses Slackbot to Solve SaaS Crisis
By
–
Salesforce is looking to Slackbot to help it solve the SaaSPocalypse puzzle go.theregister.com/feed/www.… [Translated from EN to English]
→ View original post on X — @craigbrownphd, 2026-04-07 15:49 UTC
-
LeRobot Releases Robot Clothes Folding Project with Full Documentation
By
–
Releasing the Unfolding Robotics blog!
— LeRobot (@LeRobotHF) 7 avril 2026
Time to unfold robotics: we trained a robot to fold clothes using 8 bimanual setups, 100+ hours of demonstrations, and 5k+ GPU hours.
Flashy robot demos are everywhere. But you rarely see the real story: the data, the failures, the… pic.twitter.com/02O8ndkRMdReleasing the Unfolding Robotics blog! Time to unfold robotics: we trained a robot to fold clothes using 8 bimanual setups, 100+ hours of demonstrations, and 5k+ GPU hours. Flashy robot demos are everywhere. But you rarely see the real story: the data, the failures, the engineering. We’re sharing everything: code, data, and details in the blog → huggingface.co/spaces/lerobo…
→ View original post on X — @clementdelangue, 2026-04-07 15:45 UTC
-
OAuth and Per-Action Permissions for Secure AI Agent Authentication
By
–
Cleanest approach I’ve seen for agent auth:
— Charly Wargnier (@DataChaz) 7 avril 2026
OAuth + per-action permissions!
Composio really nailed this 👏👏👏 https://t.co/zdRBon40USCleanest approach I’ve seen for agent auth: OAuth + per-action permissions! Composio really nailed this 👏👏👏 Karan Vaidya (@KaranVaidya6) Your AI agent is in bed with you. No protection. You just wanted it to work. Gmail. Allow. Calendar. Allow. Slack, Notion, GitHub. Allow. Allow. Allow. Every password, handed over. Your agent never needed a single one. They just needed @Composio Secure your agents in minutes ↓ composio.dev/protection — https://nitter.net/KaranVaidya6/status/2041516353551737338#m
-
AI Agents Limited by Access, Not Intelligence: Browser as Solution
By
–
There’s a growing narrative that AI agents are being held back by model limitations. From what I’ve observed, that’s only part of the story.
— Jaymin Shah (@JayminSOfficial) 7 avril 2026
The bigger constraint is access.
Most of the internet was designed for humans navigating interfaces, clicking buttons, filling forms, and… https://t.co/8QLgJ16Jr8There’s a growing narrative that AI agents are being held back by model limitations. From what I’ve observed, that’s only part of the story. The bigger constraint is access. Most of the internet was designed for humans navigating interfaces, clicking buttons, filling forms, and handling imperfect flows. APIs expose a clean layer, but they represent only a fraction of where real work actually happens. The moment an agent moves beyond a controlled demo and tries to operate in the wild, things start breaking. Pages render unpredictably. Authentication becomes messy. Workflows lack standardization. Assumptions about APIs fall apart. So the problem shifts. It becomes less about how well the agent can reason and more about whether it can operate. That’s why @browserbase caught my attention. Treating the browser as the primary interface for agents feels like a fundamental shift. Instead of forcing the world into APIs, it allows agents to interact with the web as it already exists. Once agents can reliably log in, navigate, and execute tasks across real systems, the outcome evolves from assistance to execution. The next phase of AI will be defined by reliable execution in real environments. Kudos to @pk_iv and the @Browserbase team for pushing this forward 👏♥️ Paul Klein IV (@pk_iv) Your agents suck when using the web because 85% of it doesn't have an API. Browserbase gives them everything they need to do work online. Leading AI companies like Ramp, Lovable, and Clay trust us to power agents that do real work on behalf of real people. With a single API key, your agent gets everything it needs to navigate the wild web: browsers, search, fetch, identity, a sandbox runtime, and model gateway. Stop waiting on integrations, build agents that can browse and interact with the web just like humans. — https://nitter.net/pk_iv/status/2041518621290266632#m
→ View original post on X — @scobleizer, 2026-04-07 15:27 UTC
-
QoderWork vs OpenClaw: Local AI Tools for Desktop Automation
By
–
Both tools emphasize local execution for privacy and agentic task completion, but QoderWork focuses on deep desktop integration for data/code-heavy workflows while OpenClaw prioritizes messaging-based interaction and broad system automation, reflecting the competitive wave of