I stress-tested Google’s new Colab MCP server with a real quantum workflow.

An AI agent took a blank Colab notebook and:
• installed dependencies
• fixed Qiskit compatibility issues
• ran a 15-point H2 scan
• submitted a real job to IBM Quantum hardware

This is where Colab gets interesting: not just notebook editing, but agent-operated cloud execution.

Article on @thepracticaldev
https://dev.to/axrisi/i-stress-tested-googles-colab-mcp-server-with-a-real-quantum-workflow-2oih

#AI #MCP #Colab #QuantumComputing #Qiskit #IBMQuantum #Python #CloudComputing

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Cole McIntosh (@colesmcintosh)

Colab과 MCP의 결합이 자연스럽다는 평가로, 에이전트가 샌드박스 환경에서 실제로 코드를 실행할 수 있게 되면 가능한 일들이 크게 확장된다는 전망입니다. 코드 실행 가능한 에이전트는 개발·실험·자동화 방식에 변화를 불러올 수 있습니다.

https://x.com/colesmcintosh/status/2034017935627259994

#colab #mcp #agents #sandbox #codeexecution

Cole McIntosh (@colesmcintosh) on X

@googledevs colab + mcp is such a natural fit. agents that can actually run code in a sandboxed env changes so much about what's possible

X (formerly Twitter)
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🤔 Ah, the classic tale of a tech enthusiast playing "will-it-blend?" with TPUs and Flash Attention! 🤪 Our hero Archer FAFO (Finds A Free Option) decides to port algorithms like he's playing a game of Tetris—except it's on a free-tier #TPU in #Colab, which is basically like using a Ferrari to deliver pizza for free. 🍕🚗
https://archerzhang.me/forcing-flash-attention-onto-a-tpu #techenthusiast #FlashAttention #freeoptions #algorithmshack #HackerNews #ngated
Forcing Flash Attention onto a TPU and Learning the Hard Way · Archer Zhang

This is the fifth post in a series on LLM internals. Part 1 covered attention, Part 2 covered generation, Part 3 covered the Flash Attention algorithm, Part ...

Now you can train LLMs in VS Code for free!

This guide by Unsloth shows you how to connect any fine-tuning notebook in VS Code to a Colab runtime.

Train locally or on a free Google Colab GPU.

Guide: https://unsloth.ai/docs/get-started/install/vs-code…
GitHub: https://github.com/unslothai/unsloth…

https://x.com/akshay_pachaar/status/2024157959287345269

#llm #vscode #colab #finetuning #machinelearning

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We had two marvelous lectures in this years #permatalks. The next one we are looking forward to is coming this Thursday: The Permaculture Colab - From proprietary to open source: a dive into permaculture research. Curious what it is about? Get your season ticket at https://kauppa.vihreapourusmaki.fi/en/products/permatalks-volume-6-season-pass
#education #sustainableit #greenit #colab #presentation
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