Set up a Python environment on Apple Silicon, download a small model from Hugging Face, and run a first request with the MLX LM server.

Explore RRSI for improving agent harnesses, new resources on attention, decision models, and API design, and AI Agents with MCP by Kyle Stratis.

Learn how to inspect a Docker image, read its metadata and runtime configuration, and view its build history and filesystem-layer identifiers.

YouTube video by Google for Developers

YouTube video by RainyTech

Explore ShinyReact for React-based Shiny interfaces, resources on production agents and software factories, and RAG with Python Cookbook by Dominik Polzer.

Running LLMs locally with MLX LM. Contribute to RamiKrispin/local-llms-with-mlx development by creating an account on GitHub.

Learn why Apple silicon and unified memory make MLX a natural framework for running large language models locally on a Mac.

Make Ternary Bonsai 2 27B faster on Apple Silicon and follow every improvement on the live MLX Fast leaderboard.

A weekly curated update on data science and engineering topics and resources. Click to read Rami's Data Newsletter, by Rami Krispin, a Substack publication with thousands of subscribers.

Prepare SFO passenger data for a SQL AI agent, create a persistent DuckDB table through Ibis, and validate it with native SQL.

A weekly curated update on data science and engineering topics and resources.

My recent LinkedIn Learning course, SQL AI Agents in Production, just reached 4,000 learners 🚀, and it is now open for free for a limited time with the link below 👇🏼 What does production mean when wo...

Learn how to run a Docker container from an image, publish a FastAPI port to localhost, verify the API, and stop and remove the container.

Explore Posit Commons, videos on Jev, Bonsai 2, coding agent harnesses, and weather forecasting, plus a book on generative AI tools for Excel.

Running LLMs locally with MLX LM. Contribute to RamiKrispin/local-llms-with-mlx development by creating an account on GitHub.

Today, I’m proud to announce Homebrew 7.0.0. The most significant changes since 6.0.0 are faster installations and upgrades, stronger sandboxing, a native macOS app, built-in vulnerability checks and an advisory database, the end of macOS 10.15 support and Intel Macs moving to Tier 3.

Contribute to RamiKrispin/docker-for-ai development by creating an account on GitHub.

Learn how to log in to Docker Hub, push a tagged FastAPI image, read the layer and digest output, and verify the published image.

Explore TimesFM for zero-shot forecasting, six videos on Python, voice dictation, Git, MCP, AI coding workflows, and looped transformers, plus a guide to generative AI on Azure.

Set up Python for SQL AI agent tutorials with uv, venv and pip, or a Docker-based VS Code Dev Container.

Contribute to RamiKrispin/docker-for-ai development by creating an account on GitHub.

Run the new GLM-5.3-Flash aka ox-alpha model by Z.ai.

A weekly curated update on data science and engineering topics and resources.

Learn how to build and tag a Docker image from a Dockerfile, understand the build context, read the build output, and confirm the image locally.

A weekly curated update on data science and engineering topics and resources.

Nvidia has reportedly agreed to buy Hugging Face, the popular open-source AI hub, for $12.9 billion in a move that would let Nvidia both protect its chip empire and jump back into the cloud business.

YouTube video by Visual Studio Code

YouTube video by Apple

YouTube video by Apple

Skills for Real Engineers. Straight from my .agents directory. - mattpocock/skills

Contribute to RamiKrispin/docker-for-ai development by creating an account on GitHub.