Is async django ready for prime time?
Our async django production experience
Nov 13, 20246 min read
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My UV Docker workflow
“uv” is a newish Python package installer and resolver. It is a nice balance between the simplicity of plain old venv, and the complexity of poetry. The team behind so far, had made the right opinionated choices and I believe it will continue to grow...
Oct 4, 20243 min readHyperscript Behaviors
Hyperscript is a really fun way to add little event-driven scripts to your web application. It is one of the best ways to enforce locality of behavior in a hypermedia-first application. It also solves a bunch of problems with async behavior in native...
Sep 13, 20242 min readLong Context vs. RAG
One of the projects I have built is a long-standing retrieval-augmented generation (RAG) application. Documents are saved in a database, chunked into a reasonable amount of text that a large language model (LLM) can handle, and turned into numerical ...
Sep 4, 20244 min read
Securing Your Self-Hosted Open Source AI Application
I've got some cool tools—both AI and non-AI, open-source—that I absolutely love using on my local machine. One tool that I really wanted to move to the cloud, is the screenshot-to-code tool. It makes life so much easier for designers to developers ha...
Jul 7, 202413 min read
Ollama with Llama3 and Code Interpreter
I try to run an experiment once a week with open-source LLMs. This week experiment was using Llama3 via Ollama and AgentRun to have an open-source, 100% local Code Interpreter. The idea is, give an LLM a query that is better answered via code executi...
Apr 26, 20245 min read
Open Sourcing a Python Project the Right Way in 2024
Every Python developer I've talked to has written some code that others would find useful. At the same time, they've all spent days, if not longer, wrestling with the tooling and packaging that comes with the language. My aim with this article is to ...
Apr 18, 202411 min read
Using GPT-4 Over Email
I recently came across a tweet from a founder in my network, who had an interesting question on Twitter: "Why can't you email an assistant and just a get a response without any hassle?" Around the same time, I noticed a discussion on r/residency abou...
Apr 15, 20244 min read
How to start a Python project in 2024
When I begin a new Python project, one of the first steps I take is to create a virtual environment. This is crucial for managing dependencies and ensuring that the libraries used in my project do not conflict with those of other projects or the syst...
Apr 15, 20242 min read