Figuring out where to begin always feels like a daunting task. It takes extra energy to move an object at rest, after all, and it's insult to injury to make the effort and find out you've headed in exactly the wrong direction. One way to find and take that first step is to find…
Figuring out where to begin always feels like a daunting task. It takes extra energy to move an object at rest, after all, and it's insult to injury to make the effort and find out you've headed in exactly the wrong direction.
One way to find and take that first step is to find where you can bring value. By this I mean, where can you contribute in even the smallest way to the large project at hand.
I've been exploring local large language models (LLM) for fine-tuning and helping me organize my local files and thoughts. (I'll have a lot to share on what sorts of things are actually useful on a regular basis).
Now, I don't have a degree in machine learning or even computer science. How in the world can I provide value when I'm a novice coder?
Enter the world of documentation and readme files. Here's a fairly popular open source model developer thanking me for (literally the smallest) changes inside a readme file:
everyone is busy and there's a lot to do. therein lies the opportunity.
All I did was uncover that there were a couple links that needed updating. The project had moved accounts and these legacy links were pointed to the wrong place. It's so small that no one noticed or bothered to fix until I ran into it while attempting to learn more about this project.
I realized this was a simple fix and so I took a moment to create a PR with the update. It's a small step, but it's also a first one and gives me a direction while I'm learning.
This is the fourth post in my ongoing series of exploring AI-assisted coding ahead of o3 Pro and o4. Check out the initial overview, best practices for AI coding, and my first review on Cursor and Windsurf. Repo Prompt - might seem like the dark horse…
Cursor rightfully leads the AI-assisted coding space. I use it daily, particularly when debugging active web apps built with frameworks like Next.js. Cursor's strength lies in terminal interactions, drastically reducing debugging time. A notable project was a…
This article is part two in my AI coding series ahead of this week's anticipated pre-o4 model announcement. In the first article I looked at the overall AI coding landscape and why it's exciting. I also have specific app reviews for Cursor and Repo Prompt with…