I wanted to share this incredible article by Chip (originally published here) to give you a better understanding of how LLMs are used, and their limitations and quirks, so you can visit huggingface with renewed vigor.

This article will show you why what we teach in Prompt Engineering for Programmers is so important, and the implications of trying to jam context in one prompt, vs the same in multiple prompts. There’s an art and a science, and in this article Chip talks about both.

Read the article on Substack

For our training, I’m currently writing (below) about creating context to build an app (If you’ve purchased already, updates are live on the resource) as I demonstrate different workflows to save you time and give you formulas that deliver finished code. I’m excited to focus on building again as we build real-world apps and launch them into the wild together.

We’re in post production of the first video portion of our training, so keep an eye on your inbox + our new Skillshare (Ref Link) where we will post our basic training, including for free accounts.

I’ll be in touch when we’ve got the content published. The amount of time it’s saving and improvement in the code I’ve seen is incredible. I’ve also been using GPT 3.5 Turbo to quickly test and avoid hitting the 25 message cap. While it needs more corrections than GPT-4, the prompt workflows seem to be very effective, meaning even if you have a free OpenAI account, you will be able to build using just ChatGPT. If spending a few dollars is not a constraint, there’s no limit with AutoGPT, CoPilot and more.

I'm currently messing around with some testnet token contracts that include an internal faucet.

I can’t wait to use what you build.

I invite you to share your BEST LLM/AI/AGI related idea in the comments on Substack (only one idea, only the best). I may even let ChatGPT build your idea in public as an example!

Enjoy the article,
- Gudasol 🜛

Read the Full Article on Substack Jump into the magic of AI-generated code

0 comments

Show me the coolest thing you've built 👷‍♂️

But really. Are you using Grok 3??

Are you using Grok 3?

Write prompts so good people buy them!

100+ Apps to Earn in 2025 👷‍♂️