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Eric Charles

@echarles.net
101 followers 92 following 187 posts

Founder of Datalayer datalayer.ai

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Eric Charles @echarles.net · 24/09/2026
Early queue at Odoo Experience
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Eric Charles @echarles.net · 23/09/2026
The "women and children first" protocol was clearly followed Socioeconomic status (class/fare) significantly impacted survival chances. Family size (siblings/spouses and parents/children) shows varying effects on survival. #titanic #survival
Result from Titanic
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Eric Charles @echarles.net · 23/09/2026
Pyramid and the Golden Ratio The Golden Ratio (Φ ≈ 1.618) is closely approximated in the dimensions of the Great Pyramid of Giza, where the ratio of the pyramid's slant height (apothem) to half of its base length remarkably yields approximately 1.61804.
Result from Pyramid and the Golden Ratio
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Eric Charles @echarles.net · 20/09/2026
Excellent country blues by Paul Crowley, an Englishman in France, and folk/country by The Rusty Zippers from north of Belgium. Add to leave before The Recidivists
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Eric Charles @echarles.net · 19/09/2026
#folk and #blues this evening at Wihéries (Elouges), BE
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Eric Charles @echarles.net · 13/09/2026
Sunday morning exercise with Claude Code launching Subagents to reformat docs. Nice view of the hierarchy and details of each Subagent system prompt.
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Eric Charles @echarles.net · 31/08/2026
🧩 I was missing a plugin framework spanning Python + React, so I built one. Reactor is now OSS: github.com/datalayer/re... Extension points, dependencies, Python packaging + React plugins via Module Federation. Feedback welcome 👀
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Eric Charles @echarles.net · 10/08/2026
🌊 Sea, sun & art. 💻 Shipping community feature requests for our Jupyter projects. 🤝 A reminder that a great open-source community is a privilege worth caring for. 🎭 Open-air theatre to finish Sunday. A pretty good weekend. 😊 #OpenSource #Jupyter #MCP
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Eric Charles @echarles.net · 24/07/2026
A small but important milestone for @datalayer.ai team: Jupyter MCP Server + Code Sandboxes now moves toward a multi-sandbox provider model. Keep one MCP while giving teams freedom to choose the runtime backend that fits each workload. #Jupyter #AI #MCP #Freedom #LockOut
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Eric Charles @echarles.net · 03/07/2026
💡 AI vendor lock-in isn't just about models. It's your workflows. 🛢️Your Data 🧩 Your tools. 📚 Your business knowledge. Those should belong to you. #AI #EnterpriseAI #OpenSource
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Eric Charles @echarles.net · 02/07/2026
🤖 Managed Agents are becoming the next platform for enterprise AI. The question isn't whether you'll use them. It's whether you'll own them. #AI #AIAgents #EnterpriseAI
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Eric Charles @echarles.net · 08/05/2026
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Eric Charles @echarles.net · 29/04/2026
Advancing the integration of Datalayer AI Agents into VS Code
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Eric Charles @echarles.net · 27/04/2026
Should your AI agent need approval before running a skill—even for something as simple as telling a joke? What do you think? Personally, I believe it should be configurable 🙂
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Eric Charles @echarles.net · 06/02/2026
Our new Datalayer variant is built for AI Agent workloads—cutting data costs by up to 90% without sacrificing performance. Scale smarter, faster, and cheaper! 💡 🔗 datalayer.ai #AI #DataInnovation #AIAgents #CostEfficiency
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Eric Charles @echarles.net · 11/01/2026
We’ve enhanced agent runtimes with a built-in model selector, making it easier than ever to choose the right model for each use case. #AI #LLM
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Eric Charles @echarles.net · 10/01/2026
#Agent details now available - we will show the LLM context usage
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Eric Charles @echarles.net · 10/01/2026
Inline chat toolbar implemented in the Agent Runtimes repository (github.com/datalayer/ag... ). It provides an easy way to work with your text content.
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Eric Charles @echarles.net · 03/01/2026
1/ 🪐 🌐 Just shipped: Jupyter Embed! What if adding a live Python cell to your docs was as easy as adding an image? Now it is. 🧵
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Eric Charles @echarles.net · 29/12/2025
Year-end confettis are here 🎊 Explore them in the Jupyter UI Storybook 👉 jupyter-ui-storybook.datalayer.tech?path=/story/...
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Eric Charles @echarles.net · 28/12/2025
1.5 days with #AI instead of maybe 1.5 weeks: Vite.js support and a revamped Jupyter React examples. AI is redefining software development timelines.
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Eric Charles @echarles.net · 12/12/2025
Just tried Toad, the new #ACP terminal client for #AIAgents by @willmcgugan.bsky.social (creator of Rich/Textual) — super promising approach to connecting local & remote agents. A few UX bumps (SPACE to start chat not obvious, needed restarts), but overall excited.
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Eric Charles @echarles.net · 28/11/2025
My JupyterCon talk on standardizing AI agent access to Jupyter notebooks - thanks to MCP - is now live! 🚀 🎥 Video: www.youtube.com/watch?v=lO2p... 📖 Blog post: datalayer.blog/2025/11/27/j... #JupyterCon #AI #MCP
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Eric Charles @echarles.net · 13/11/2025
Just returned from JupyterCon, where I had the opportunity to present on #Jupyter #MCP Server. It was fantastic to connect with the community and witness all the incredible innovation happening in the space. I’ll be sharing more insights and follow-ups from my talk in a blog post soon—stay tuned!
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Eric Charles @echarles.net · 23/10/2025
Nebari Next by OpenTeams by Travis Oliphant and Dharhas Pothina
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Eric Charles @echarles.net · 22/10/2025
Ray stack
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Eric Charles @echarles.net · 22/10/2025
Ray remote
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Eric Charles @echarles.net · 22/10/2025
ray going to the PyTorch Foundation after a slow start
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Eric Charles @echarles.net · 21/10/2025
MCP Registry
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Eric Charles @echarles.net · 21/10/2025
Some Agentic AI risks
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Eric Charles @echarles.net · 21/10/2025
#open standards yeah
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Eric Charles @echarles.net · 21/10/2025
keynote by Samuel Colvin founder at Pyndatic: We are at a crossroads
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Eric Charles @echarles.net · 21/10/2025
A network of AI agents
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Eric Charles @echarles.net · 21/10/2025
Ready to check-in at #PyTorchCon
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Eric Charles @echarles.net · 21/10/2025
AI Mode popping up in my Google search (see the first tab)
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Eric Charles @echarles.net · 21/10/2025
Tingwei Huang explaining the ROI of the AI projects at Intuit
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Eric Charles @echarles.net · 21/10/2025
AI architecture example, for real here
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Eric Charles @echarles.net · 21/10/2025
Intuit has develloped #argocd and donated to CNCF. Excited to learn more on Intuit thé innovations in AI.
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Eric Charles @echarles.net · 20/10/2025
Nice
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Eric Charles @echarles.net · 20/10/2025
AMD OSS first
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Eric Charles @echarles.net · 20/10/2025
AITER: AI Tensor Engine for ROCm
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Eric Charles @echarles.net · 20/10/2025
Triton support for low-precision types
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Eric Charles @echarles.net · 20/10/2025
And here’s comes Ollama
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Eric Charles @echarles.net · 20/10/2025
agent built on top if pydantic AI (migrated from langchain)
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Eric Charles @echarles.net · 20/10/2025
vLLM usage
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Eric Charles @echarles.net · 20/10/2025
vLLM positioning
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Eric Charles @echarles.net · 20/10/2025
Unsloth worked with AMD to make fine tuning a seamless experience
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Eric Charles @echarles.net · 20/10/2025
Deepseek
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Eric Charles @echarles.net · 20/10/2025
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Eric Charles @echarles.net · 20/10/2025
Jupyter Notebooks on #AMD GPU in one click
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