Datalayer is writing a paper on cost-effective LLM agents (70–92% token reduction via codemode). Seeking co-authors with real-world agent data.Read & apply → datalayer.ai/research/con... #LLMAgents #AIEngineering #OpenScience

Going live in 30 minutes! 🚀 Join my online talk on Reducing LLM Costs Through Programmatic Tooling. Save your spot: openteams.com/event/reduci...

🚀 Cut your LLM costs by up to 90%! Join me tomorrow for a practical deep dive on programmatic tools that make AI faster, smarter, and cheaper. Hosted by OpenTeams. Don’t miss out! 🔗 Register here openteams.com/event/reduci...

#AgentBeats Phase 1 (Green Agents) judging is almost done. A competition focused on standardized, reproducible AI agent evaluation. Winners announced early next week — hoping to make the run into Phase 2 🤞 Organized by @BerkeleyRDI rdi.berkeley.edu/agentx-agent...

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

⚙️ Run Python notebooks instantly in VS Code with the Datalayer Pyodide kernel — no Python install, no Conda, no setup. Open a notebook and start experimenting ✨ 🎓 Beginners | ⚡ Quick tests | 🔒 Sandbox-safe Read more 👉 medium.com/datalayer/st... #VSCode #Python #Jupyter #Pyodide

🧵 1/6 What if your AI agent could actually DO things? Not just chat. Actually search the web, access databases, read LinkedIn profiles, execute code. That's what we built. Here's what you can do with Agent Runtimes 👇

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

#Agent details now available - we will show the LLM context usage

Inline chat toolbar implemented in the Agent Runtimes repository (github.com/datalayer/ag... ). It provides an easy way to work with your text content.

1/ Jupyter UI documentation got a refresher If this makes sense to you, you’re the target audience 👇 <JupyterReactTheme> <Notebook path="analysis.ipynb" /> </JupyterReactTheme> jupyter-ui.datalayer.tech

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. 🧵

🚀 Jupyter MCP Server docs just got a refresh! Flattened TOC, new Reference & Providers sections, added JupyterHub + Google Colab providers (WIP), and more on security & multi-user use cases. Docs: jupyter-mcp.datalayer.tech Feedback welcome! 💬

🪐 Jupyter Embed is here! Add interactive Python cells, notebooks & terminals to ANY website with a simple script tag. 🎯 Live demo: jupyter-embed.datalayer.tech Built with ❤️ for educators, developers & data scientists. #Jupyter #Python #OpenSource

The Jupyter UI docs just got a fresh revamp ✨ Now with embedded Storybook—take a look! 👉 jupyter-ui.datalayer.tech

this blog really nails a few things I’ve noticed about good architecture/coding practices for using agents, big recommend. bits.logic.inc/p/ai-is-forc...

Year-end confettis are here 🎊 Explore them in the Jupyter UI Storybook 👉 jupyter-ui-storybook.datalayer.tech?path=/story/...

Jupyter React 2.0 is live! 🎉 Breaking changes: Notebook2 is now default, kernel setup moves to useJupyter(). See migration examples github.com/datalayer/ju...

I've added a tree view to pick files in Toad. 🐸 Fuzzy searching is great when you know what you're looking for. But a tree view is more natural when you want to look through your files. Toad is a unified interface for agentic coding, and all things AI, in your terminal. github.com/batrachianai...

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.

Devil’s in the details. This is why you’ll see a spinner in the VS Code runtime launcher while the remote runtime spins up.

Vercel AI SDK 6 is official released. The details are on vercel.com/blog/ai-sdk-6 The feature I prefer is the Tool Improvements and the needsApproval option that allows to force user approval on the first tool usage. OAuth for MCP is also awesome feature.

The question you never asked yourself - sculptures that write sentences, by Fred Eerdekens. www.fred-eerdekens.be/work/detail/...

Datalayer is joining the AgentX AgentBeats challenge! 🥊 To benchmark our data agent, we "agentified" DABench using the A2A protocol. The setup uses Pydantic AI and our Jupyter MCP Server. We think A2A + MCP is the future of agent interoperability. 🤝 github.com/datalayer-ch... #AgenticAI #MCP

The Datalayer VS Code extension is here. It brings a Notion-style editor (built on Lexical) right into your Jupyter environment. Just code, write, and explain in one place. It's open source 👐 and integrated with Copilot 🤖. medium.com/datalayer/no... #VSCode #Jupyter #DataScience #OpenSource

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.

A new UI style more like Notion/Google Docs for Data Analysis, with AI Agent

🚀 Datalayer Notebooks ❤️ #Copilotkit Copilotkit now plugs into React-based Jupyter Notebooks — an LLM that can read, edit & run code. Open protocols = open data ecosystems. 👉 github.com/datalayer/core

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

🚀 #Jupyter #MCP Server 0.21.0 is out! A single-PR release that speeds up tool discovery by adding caching — super handy for agents that love to use (or abuse) the get_tools API 😄 🔗 github.com/datalayer/ju...

@burkeholland.bsky.social Just looked at www.youtube.com/watch?v=IdPt... where you mention you trust more GPT-5 LLM for code. Curious to learn more. Here I tried it a bit, and sticked to Claude Sonnet, and now Opus 4.5

Announcing Datalayer on VS Code 🎉 Add seamless #GPU runtimes to the native VS Code Notebook, plus Datalayer Notebook & Rich Editor — all via Jupyter’s open protocol. 👉 marketplace.visualstudio.com/items?itemNa...

Sharing a few thoughts on LinkedIn after my 3-week trip to the US, to shape the Datalayer roadmap: - Ship and support real OSS components - Avoid reinventing the wheel - Integrate with existing ecosystems where they are www.linkedin.com/posts/ericch...

Thought-provoking reflection on how abstract AI agent toolkits need to be. “Agent Design Is Still Hard”: lucumr.pocoo.org/2025/11/21/a...

Working on MCP Compose github.com/datalayer/mc... A solution for composing and orchestrating Model Context Protocol (MCP) servers with management capabilities, REST API, and modern Web UI.

#MCP tasks PR has been merged: github.com/modelcontext... The next interesting step is documenting the motivating use cases: github.com/modelcontext...

People doubted me when I said researchers were moving from #Twitter to #Bluesky. Then @altmetric.com showed early data supporting the claim, and now @whysharksmatter.bsky.social & @drjuliawester.bsky.social confirm it with their research. The trend is real. Switch now! #SocialMedia #X #ResearchSky

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!

Back in Belgium after three intense weeks in the US, rich with AI and Jupyter vibes. ime to roll the dice and see what’s next!

Jupyter MCP Server 0.19.0 is out! 🎉 Now you can use /jupyter-cite prompts to reference specific notebook cells — perfect for precise LLM operations. Docs: jupyter-mcp-server.datalayer.tech/prompts Release: github.com/datalayer/ju...

#Jupyter AI Agents 0.19.0 is released - You can chat with your Jupyter Notebook (Anthropic support for now). Try it with pip install jupyter-ai-agents

Hei #JupyterCon, I am coming, look at me in San Diego flying from San Francisco

Nebari Next by OpenTeams by Travis Oliphant and Dharhas Pothina

Ray stack

Ray remote

ray going to the PyTorch Foundation after a slow start

MCP Registry

Some Agentic AI risks

#open standards yeah

keynote by Samuel Colvin founder at Pyndatic: We are at a crossroads