We finally get to the code. But a typical diff is a pile of files edited in alphabetical order with no explanation.
A "literate diff" as I call it is structured as prose — walking through the changes in a sensible order, with surrounding explanation and embedded code snippets. Faster to review than a raw diff. 18/
We launched the "Build your own GPT" from scratch project on NeetCode - inspired by @karpathy 's Lets build GPT series
Some reasons you should check it out:
- it's beginner friendly / no ML background required
- solve 36 real ML problems, learning math, NLP, pytorch, transformers & more
- each of your solutions is a .py file
- after you solve all problems, you will have built a working GPT clone you can run locally
- automatically sync your solutions to github as you progress
- a lot of other really cool features, like some problems are inspired by research papers, so for these we embedded the actual paper pdfs and highlighted the important sections, so you dont need to keep opening new tabs
TLDR: Learn ML. Build a real project. Show off your work.
All 100% free.
@mattpocockuk maaan. this is good. Do you use skills in there or only the .md filed for prompts? Looks elaborate on env management but light on agents/skills/plugins
@ThePrimeagen I wonder when they all gonna switch to SemVer and start releasing model bugfixes too. Oh look at us, we just released mythosV1.2.53, one day after mythosV1.2.52, we are so cool!
When I meet most Europeans these days I wanna shake them and shout WAKE UPPPPPPP
They're all captivated by the mind virus
My Dutch friend said he's doing great because he has no kids so he's not a "big burden on society" eco wise
My French friend said she avoids flying at all cost to save the environment
WAKE UP!!!!!
@GergelyOrosz that's the way to go. otherwise I will start a chain of "thinking gyms" in Amsterdam in order for humanity not to lose its ability to... think
Claude Code cached a very old file and was very convinced that I am using LLM X in my repo, while I am actually using LLM Y. Spent 2 hours chatting with it living on a wrong assumption...The file was modified months ago though, so how that kind of "mistaken caching" could happen?
Over-relying on AI can be detrimental to your learning process. Wow. nobody could expect that. What a bummer? 👀
Anthropic conducted a study where junior devs were given tasks to finish with an unfamiliar library. Group A (split into subgroups) with AI and group B - without🧶
On the other hand, delegating more daily puzzles that I am confident enough to solve myself - makes me feel like I'm loosening the grip. Sometimes it takes more time understanding the solution/new feature rather than building it, and the logical question raises: is it worth it?