Eric Charles @echarles

Disrupt or die @DatalayerIO datalayer.io In the cloud Joined September 2008

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Eric Charles @echarles

13 hours ago

Interesting perspective from VentureBeat 👇 venturebeat.com/orchestration/…

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Eric Charles @echarles

13 hours ago

🤖 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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Big news: @pydantic is donating the FastA2A repo to Datalayer. We'll take over maintenance and evolution of this MIT-licensed A2A framework, building on recent streaming collaboration. Focus: A2UI, Jupyter sandboxes, and agent-to-agent infra. 🚀 datalayer.ai/blog/2026/05/0…

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Datalayer @DatalayerIO

2 months ago

☁️ Clouder is now open source! Create, manage & share Kubernetes clusters across clouds with a simple CLI & Python package. Includes Helm, autoscaling, backups, and even alpha features like container checkpoint (CRIU). Supports AWS, Azure & OVHcloud. 👉 clouder.sh

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Datalayer @DatalayerIO

2 months ago

This example highlights the power of Agent Runtimes: a single agent can support multiple output formats seamlessly. From plain text and Markdown to structured JSON and UI-ready payloads, responses can adapt dynamically. ➡️ Build once, deploy everywhere. #AI #Agents

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Eric Charles @echarles

2 months ago

Advancing the integration of Datalayer AI Agents into VS Code

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Datalayer @DatalayerIO

2 months ago

🛡️ AgentToolApprovalsExample: human-in-the-loop, in 4 lines. id: tool-approvals tools: - runtime-echo:0.0.1 # auto - runtime-sensitive-echo:0.0.1 # manual approval One Agentspec, two tools — runtime-echo ships, runtime-sensitive-echo waits for your 👍. #AIAgents

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Eric Charles @echarles

2 months ago

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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Datalayer @DatalayerIO

2 months ago

Jupyter MCP Server 1.0.2 is out! 🎉 Now supports the default Jupyter stack—no more pinning older collaboration versions. Use the version you want. 👉 github.com/datalayer/jupy…

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Eric Charles @echarles

3 months ago

Let's connect on the GitHub if you are a AI engineer or developer, or on datalayer.ai if you are a user looking for managed #AIAgents ready to be used.

Datalayer @DatalayerIO

3 months ago

Agent runtimes, by example. Explore UX, guardrails, tooling, collaboration & more—each as deep, pluggable building blocks. Try it, contribute, ⭐ your favorite: github.com/datalayer/agen…

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Eric Charles @echarles

3 months ago

Thank you to all the amazing contributors and users for making this opensource project a success 🙏

Datalayer @DatalayerIO

3 months ago

Jupyter MCP Server 1.0.0 Reaches 1,000 GitHub ⭐ Right after the official 1.0.0 release, the Jupyter MCP Server repository crossed the 1K stars milestone. A huge thank you to the community building the future of notebook-native AI workflows. github.com/datalayer/jupy…

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Datalayer @DatalayerIO

3 months ago

LLM apps in prod need more than accuracy—they need cost visibility. Tokens drive spend, but most systems lack insight. Datalayer’s open-source agent-runtimes adds runtime-level tracking, OTEL pluggability & React charts—works with any LLM. PR: github.com/datalayer/agen…

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Datalayer @DatalayerIO

3 months ago

📄🌍 Published in #IEEE GRS Magazine (2026): “Artificial Intelligence for Earthquake Response.” Datalayer ranked 2nd overall 🥈 in ESA + International Charter challenge. Paper: ieeexplore.ieee.org/document/11373… DOI: doi.org/10.1109/MGRS.2…

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Datalayer @DatalayerIO

3 months ago

We just opened a Discord for builders working with Datalayer AI Agents 🧠⚡ No marketing fluff—just real workflows, early features, and direct access to our team. If you’re building or exploring, come join us 👇 discord.gg/YQFwvmSSuR

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Datalayer @DatalayerIO

3 months ago

🚀 Jupyter MCP Server v0.23.0 is out! Better notebook interactions, improved tool consistency, and more reliable execution ⚡ Thanks to all contributors 🙌 🔗 github.com/datalayer/jupy… #Jupyter #AI #MCP

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Datalayer @DatalayerIO

4 months ago

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/conte… #LLMAgents #AIEngineering #OpenScience

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Eric Charles @echarles

4 months ago

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

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Eric Charles @echarles

5 months ago

@openteamsinc Actually, not tomorrow, but on Thursday.

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Eric Charles @echarles

5 months ago

🚀 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 @openteamsinc . Don’t miss out! 🔗 Register here openteams.com/event/reducing…

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Eric Charles @echarles

5 months ago

#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-agentbe…