Supercharge Your Development Workflow

Coding is changing. Don't get left behind.

Get the latest tools, frameworks, and techniques for AI-assisted development, plus projects, tutorials and demos to keep you in the know.

Deep and Machine Learning Tutorials

2024-09-22

Cloud GPU Services for Deep Learning and fine-tuning with Jupyter Notebooks Reviewed: Colab, Paperspace Gradient, Lightning.ai, and more

I tried a handful of services when I last needed to fine-tune an LLM, and I was mostly disappointed...

2024-09-22

How to create a custom Alpaca instruction dataset for fine-tuning LLMs

A step by step tutorial with companion notebook.

2024-09-22

How to Fine-tune Llama 3.1 on Lightning.ai with Torchtune

One of the better Jupyter Notebooks to GPU-backed environment experiences I've had...

Open-source AI / ML / Pipelines Projects

2024-7-28

Building a Hand-Drawn Digit Recognizer with PyTorch and MNIST

I trained a neural net to recognize hand-drawn digits, then built a Next.js UI for it

2024-05-10

Build a RAG pipeline for your blog with LangChain, OpenAI and Pinecone

You can chat with my writing and ask me questions I've already answered even when I'm not around

2024-05-07

Vector Databases in Production for Busy Engineers: RAG Evaluation

I wrote the RAG evaluation chapter for Pinecone's latest book

AI-assisted Development

2024-08-29

Autocomplete is not all you need: Why Cursor and Zed are going to dominate

AI assisted developer tooling is not created equally...

2024-4-24

Updated Codeium analysis and review

It's been about a year since I last looked at Codeium - what has changed?

2023-05-24

Automations - shell scripts leveraging OpenAI to make your developer workflow buttery smooth and way more fun

I have open sourced my automations project, which is a collection of shell scripts that automatically handle git operations, provide local code reviews, pull requests, and more!

Career Advice

2023-10-25

Wash three walls with one bucket

Design your side projects, blog posts and even your fun experiments to triangulate multiple learning paths simultaneously. Then, use them to build out your portfolio.