1. Ideal is raw traces as JSONL files (cf https://
huggingface.co/changelog/agen
t-trace-viewer
…)
2. Users
3. apache 2.0
4. show off, share with peers, good for the world (similar to open-source in general)
INNOVATION
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Agent Trace Sharing JSONL Format Open Source Initiative
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TIAGo Pro: Advanced Mobile Manipulation Platform for Real-World Robotics
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TIAGo Pro: Advanced Mobile Manipulation Platform for Real-World #Robotics
— Ronald van Loon (@Ronald_vanLoon) 8 avril 2026
by @PALRobotics
#Robots #EmergingTech #Technology #Innovation pic.twitter.com/3OJbL10llMTIAGo Pro: Advanced Mobile Manipulation Platform for Real-World #Robotics by @PALRobotics #Robots #EmergingTech #Technology #Innovation
→ View original post on X — @ronald_vanloon, 2026-04-08 14:23 UTC
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Real-World Multi-Step Workflows Beyond Isolated Agent Benchmarks
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The agentic benchmarks are interesting but I want to see how it performs on real multi-step workflows not just isolated tasks
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Universal Protocol Translator Unifies Factory Floor Industrial IoT
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Modbus. OPC UA. Siemens S7. Allen-Bradley. BACnet. 14+ protocols, one MQTT broker. No gateways needed. @corefluxiot built the universal translator for factory floors. #HM26 #coreflux_ai #OT pic.twitter.com/caC3PM5gtU
— Lucian Fogoros (@fogoros) 8 avril 2026Modbus. OPC UA. Siemens S7. Allen-Bradley. BACnet. 14+ protocols, one MQTT broker. No gateways needed. @corefluxiot built the universal translator for factory floors. #HM26 #coreflux_ai #OT
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Building Custom AI Agents with LangChain Deep Agents
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"Claude Code isn't magic. The harness layer is just software, and software is something any dev can shape to fit how they want to work." Check out @Hacubu’s practical guide to building a custom agent with @LangChain’s Deep Agents, LangSmith, and ACP. blog.jetbrains.com/ai/2026/0…
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Open Source Models Now Accessible on Local Hardware
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The fact that we're casually comparing open source models at this level is the real story. Two years ago this was a frontier model conversation. Now it's local hardware stuff.
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AI Model Power Consumption Explodes to City-Scale Levels
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Multiple gigawatts is an absurd number to read in a tweet. We went from 'how do we make the model smarter' to 'how do we power a small city' real fast
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Beyond Benchmarks: Building AI Products Users Actually Pay For
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make a product super usable and ppl will pay you for it we’re way past models maxing benchmarks – if they’re not doing actual work for you, you’re asleep at the wheel
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Dreamina Seedance 2.0 Now Available for US Users
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Dreamina Seedance 2.0 is officially live in the US! Previously rolled out across regions including Southeast Asia, the Middle East, Africa, Europe,and South America — and now available to US users. We invite you to give it a try！
→ View original post on X — @scobleizer, 2026-04-08 13:48 UTC
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Industrial Intelligence: Building AI Infrastructure for New Era
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Why Industrial Intelligence? Because scaling AI isn’t just about smarter algorithms—it’s about building the infrastructure of a new era. This is an industrial race. Not metaphorically. Literally. Tens of billions are being poured into hardware, energy, mineral supply chains,