Hacking Github AWS integrations again

Github supports roles instead of credentials of integrating CI/CD with AWS. It’s easy to misconfigure so let’s show the impact.

https://dagrz.com/writing/aws-security/hacking-github-aws-oidc/

Harvard CS50’s Artificial Intelligence with Python

This course from Harvard University explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like large language models, game-playing engines, handwriting recognition, and machine translation.

https://www.youtube.com/watch?v=5NgNicANyqM

Opendream

An extensible, easy-to-use, and portable diffusion web UI.

https://github.com/varunshenoy/opendream

pixi

pixi is a cross-platform, multi-language package manager and workflow tool build on the shoulders of the conda ecosystem. pixi supports Python, R, C/C++, Rust, Ruby, and many other languages.

https://github.com/prefix-dev/pixi

The complex simplicity of my static websites

A deep dive into using indentation-based languages like Python and Slim, to build beautiful websites and love the work of doing it till the end.

https://alinpanaitiu.com/blog/complex-simplicity-of-static-websites/

youre-the-os

A game where you are a computer's OS and you have to manage processes, memory and I/O events.

https://github.com/plbrault/youre-the-os

a16z-infra / llama2-chatbot

LLaMA v2 Chatbot

https://github.com/a16z-infra/llama2-chatbot

Introducing Immortal Objects for Python

Instagram has introduced Immortal Objects – PEP-683 – to Python. Now, objects can bypass reference count checks and live throughout the entire execution of the runtime, unlocking exciting avenues for true parallelism.

https://engineering.fb.com/2023/08/15/developer-tools/immortal-objects-for-python-instagram-meta/

Eliminating hallucinations (fast!) in Large Language Models with Finite State Machines

In this blog, we introduce our method for regex-guided generation implemented in Outlines.

https://blog.normalcomputing.ai/posts/2023-07-27-regex-guided-generation/regex-guided-generation.html

AudioLDM2

Text-to-Audio/Music Generation.

https://github.com/haoheliu/AudioLDM2

Nemesis

An offensive data enrichment pipeline.

https://github.com/SpecterOps/Nemesis

Practical Business Jinja

A talk covering how to automate document creation using Python-docx and Jinja.

https://www.youtube.com/watch?v=nFymBFcGqYk

Prism

Prism is the easiest way to develop, orchestrate, and execute data pipelines in Python.

https://github.com/runprism/prism

viberary

Viberary is a search engine that recommends books based not on genre or title, but vibe by performing semantic search across a set of learned embeddings on a dataset of books from Goodreads and their metadata.

https://github.com/veekaybee/viberary

Weird Python "Features" That Might Catch You By Surprise

From time to time, when coding, we all run into weird behaviours of the programming language. Sometimes it's a "feature" we weren't aware of, sometimes it's just quirky behaviour of the language, and sometimes it's borderline bug. Python - as any other programming language - has these eyebrows-raising quirks, so here's a list of weird Python "features" that might catch you off-guard.

https://martinheinz.dev/blog/103

Fooocus

Focus on prompting and generating.

https://github.com/lllyasviel/Fooocus