Disrupt or die @DatalayerIO
In the cloud
Joined September 2008
- Tweets3.3K
- Following585
- Followers436
- Likes397
Eric Charles retweeted
An AI agent shouldn't be twelve YAML keys you hold in your head. Our visual editor draws it: the agent in the middle, its model, MCP servers, rules, skills around it. Canvas, spec and Python are one definition.
Try it, no sign-in → datalayer.ai
#AIAgents #MCP
Eric Charles retweeted
📐 Agent specs are getting nicer: Oracle's Open Agent Spec, Pydantic AI, runtime-enforced AgentSpec.
Datalayer Agentspecs now makes protocols specs too: MCP, A2A, PAP, PACT… declared per agent, checked, compiled to Python + TypeScript
🧩 github.com/datalayer/agentsp…
#AIAgents
Eric Charles retweeted
🎉 Personal Agent Protocol 0.11.0: the first complete Python 🐍 + TypeScript 🟦 SDKs, both roles, an example for every feature
🧭 personal-agent-protocol.data…
Now integrating it in Datalayer
🚀 personal-agent-protocol.data…
Eric Charles retweeted
🎉 Datalayer's Poppy SDKs (Python 🐍 + TypeScript 🟦) are listed on poppy.md!
📚 Must-read: Poppy vs MCP, A2A, UCP, ACP, TAP, PACT. Poppy answers the consent question 🔐
Kudos Fabricio Telles 👏
poppy.md/compare
Eric Charles retweeted
🪐 🔧 Jupyter MCP Server 2.2.4 ships even more fixes and documentation for users. The release notes are available on lnkd.in/ewgSbUNw
Community support stays strong 💪, with 2 new contributors ˚˖𓍢ִ໋🍃✧˚.💚⋆
Eric Charles retweeted
🎉 Our Personal Agent Protocol SDKs (Python 🐍 + TypeScript 🟦) are on awesome-poppy!
Draft 0.1 today; sign-in, conversations and Operations next 🚀
Thanks Javier Chulvi Bernad for the list 🙌
github.com/JaviChulvi/awesom…
Eric Charles retweeted
🚀 PAP SDK v0.3.2 is live for Python + TypeScript!
PAP is an open protocol for every company and every personal agent. We ❤️
protocols and want to build with the community.
🌸 personalagentprotocol.org/\
✨ Listed on github.com/JaviChulvi/awesom…
#poppy
Eric Charles retweeted
On Tuesday, Sierra announced Personal Agent Protocol with Meta, Genesys, Instinct, Rocket, Shopify, Stripe, and Walmart. The response has been incredible and today we’re publishing the first draft of the protocol at personalagentprotocol.org and announcing 35 new design partners.
As personal agents take on more, our goal is simple: consumers have choice and control, and companies know when they’re dealing with an agent and who it represents.
This draft is a starting point. We’d love for companies, developers, and personal agent builders to read it, give feedback, and help us build an open standard together.
Pyramid and the Golden Ratio on Datalayer
datalayer.ai/s/01M3531VQX5CR…
Connect with me for feedback on this announce. MCP is the enabler, we are now providing way more features for your AI data-driven cases.
#Expand #Growth #Data #AI
1/3 🚪 The hosted Jupyter MCP Server is the door, not the house. Behind it: 🤖 Agent Workers, 📝 Loop, 📊 Evals & Benchmarks — and, today, 🌊 Marimo cells for your agent.
datalayer.ai/features
#MCP #Jupyter #AIAgents
Eric Charles retweeted
✨ An agent that answers with an interface, not a wall of text.
📅 A form that sends your input back to the agent;
📊 Jupyter output as an A2UI surface, buttons that send your click to the code.
🎬 90 s, 🔓 open source → github.com/datalayer/agent-r…
#A2UI #Jupyter
Sunday morning exercise with Claude Code launching Subagents to reformat docs. Nice view of the hierarchy and details of each Subagent system prompt.
Eric Charles retweeted
🛑 𝙎𝙩𝙤𝙥 𝙥𝙖𝙨𝙨𝙞𝙣𝙜 𝙅𝙪𝙥𝙮𝙩𝙚𝙧 𝙣𝙤𝙩𝙚𝙗𝙤𝙤𝙠𝙨 𝙖𝙧𝙤𝙪𝙣𝙙.
Handoffs lose state, files, outputs and context.
🪐 Datalayer gives teams and AI agents one live Jupyter notebook.
Same cells. Same state. Same results.
datalayer.ai
#Jupyter #Collaboration
Eric Charles retweeted
🚀 𝗝𝘂𝗽𝘆𝘁𝗲𝗿 𝗳𝗼𝗿 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀
Our new Datalayer homepage is live.
Give your agent persistent notebooks, scalable compute & connected data—or try an Agent built for Jupyter directly.
The work keeps running when you disconnect.
👉 datalayer.ai
🧩 I was missing a plugin framework spanning Python + React, so I built one.
Reactor is now OSS:
github.com/datalayer/reactor
Extension points, dependencies, Python packaging + React plugins via Module Federation.
Feedback welcome 👀
Eric Charles retweeted
🚀 𝗧𝗵𝗲 𝗵𝗼𝘀𝘁𝗲𝗱 𝗝𝘂𝗽𝘆𝘁𝗲𝗿 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿 𝗶𝘀 𝗹𝗶𝘃𝗲.
🔌 One MCP endpoint gives your AI agent:
📓 Persistent notebooks
⏳ Durable execution
⚡ CPU/GPU compute
🗄️ Direct data access
🤝 Human + agent collaboration
👉 datalayer.ai/docs/mcp
Eric Charles retweeted
⚡ 𝗝𝘂𝗽𝘆𝘁𝗲𝗿 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿 — 𝗛𝗼𝘁 𝗙𝗶𝘅
`code-sandboxes` renamed:
🔄 `jupyter` → `jupyter-server`
Use:
✅ `jupyter-mcp-server >=1.5.0`
→ `code-sandboxes >=1.1.1`
⏪ Older server
→ `code-sandboxes <=1.0.9`
jupyter-mcp-server.datalayer…