ai-chat
❓Prompt: teach me the difference between yield and yield from in python. I understand yield from can replace the iterative nature of reading from a generator to get all the results. But as I understand it, it also covers a lot of other edges too, when you send stuff into
lab notes
The notebook that I want to build and use has pure functional cells. Functional cells are where the output only depends on the input. * No need to figure out the correct execution order for the notebook cells to get it in a working state. * For any change, only dependent cells
lab notes
I spent the last month doing some contract work, both to pay the bills and get some perspective on how web devs are working nowadays. I've been away for about two years and some things have changed. I worked on a Next.js stack, and I'm
Essays
While I've been working on systems programming and local-first software, I've resisted diving into building with LLMs for the better part of 8 months. But I think it's too much of a fundamental shift to ignore. I won't be ignoring the groundwork
Essays
I pulled down Llama 3.1 7B for a long flight recently. It seemed magical in the same way downloading all of Wikipedia seems--like taking an entire universe with you. The missing piece is the context to steer the LLM. We need a Microsoft Access of RAG and LLM system
lab notes
As part of biasing towards action, I thought it was time to reimplement the Prolly Tree in Zig. I wanted to focus on being cache-friendly this time, now that I have lower-level control. But that resulted in a deep dive into data-oriented programming. The question is how to represent a
programming
I was watching Casey Muratori and the Primeagen the other day, and they were talking about the high-level architectural design of the core data inside of Primeagen's game. What Casey says sounds counter-intuitive for anyone from a traditional OOP software background. He suggests not committing to an organization
lab notes
My adherence to immutability has put me on the hard path for everything so far. Not just for the unicit Prolly tree, but also for the CRDT. Most practical CRDT libraries use an op-based CRDT or a delta-based CRDT, but many do not keep the entire history around. I think
programming
Just like CAD didn't make everyone an industrial designer, visual programming isn't going to make everyone a programmer. Whether textual or visual, there'd still be a lot of underlying concepts (and how they are composed) to learn. But still, I think it's
lab notes
I started working on making an LLM Zine. Not to worry, the work on the database is still in the works, but this has been a burgeoning interest and opportunity. LLMs are a fundamental technological breakthrough, and the effects of this technology will take at least a decade to work
programming
💡The Recurse Center encourages recent graduates to write about their experience in the form of a Return Statement. Below is mine. The 12-week experience at RC did remind me of the story of the tall, strong, and unbendable Oak that towers over the short, thin, and flexible Reeds. On an
lab notes
I've now implemented an Op-based and a Pure op-based CRDT. I couldn't quite make the leap before to merkle-based CRDTs. While vectors clocks are mechanically simple, I wasn't quite sure how they mapped to a merkle-DAG node if replica IDs weren't available.