rohitg00

LLM Wiki v2

A pattern for building personal knowledge bases using LLMs. Extended with lessons from building agentmemory 20K+ Stars ⭐️, a persistent memory engine for AI coding agents.

This builds on Andrej Karpathy's original LLM Wiki idea file. Everything in the original still applies. This document adds what we learned running the pattern in production: what breaks at scale, what's missing, and what separates a wiki that stays useful from one that rots.

What the original gets right

The core insight is correct: stop re-deriving, start compiling. RAG retrieves and forgets. A wiki accumulates and compounds. The three-layer architecture (raw sources, wiki, schema) works. The operations (ingest, query, lint) cover the basics. If you haven't read the original, start there.

Aras14HD

A Unified Typesystem: Partial, Variant, Borrowed Types and more

Recently I stumbled over the blog post The Inconceivable Types of Rust.

It stuck with me, the ideas were great, but felt unpolished, so I thought about it and I want to share those thoughts with you. In this post I aim to outline what these concepts are and their applications, what syntax I feel fits well, and broadly how one might design a type checker for this.

Partials

Let's start with partial types, these already kind of exist in Rust in, what Considerations on Codecrafting called it, a shadow type system. A partial types is the type of variable, that has been partially moved or initialized (or borrowed or variant). These are currently undescribable and only exist within functions, a way to write them could be:

jacobranson

2022 Zephyrus G14 Fedora Silverblue Setup

GPU Naming

Most applications in Linux will report the names of the two GPUs as follows.

• Dimgrey Cavefish is dGPU
• Yellow Carp is iGPU

Boot Hotkeys

MattPD

Program Analysis Resources

(draft; work in progress)

See also:

• Compilers
  • correctness
• Program analysis:
• Dynamic analysis - instrumentation, translation, sanitizers

heyimalex

rust-js

Looking at projects that are good candidates for being re-written in rust / webassembly!

moment https://www.npmjs.com/package/moment

https://www.npmjs.com/package/moment-timezone

could build off work in rust: https://github.com/chronotope/chrono

TakayoshiKochi

HTML Modules summary (issue#645)

Initial: Jun. 28, 2017 / Last Update: Aug. 14, 2017

What is this?

This is the summary of the discussion happening for HTML Modules at webcoomponents#645.

There appear to be lots of diverse opinions, and I'll try to capture them, summarize and provide here for catching up with the discussion for all. Note that this document should never be considered official, complete or final. If anything is wrong or lost, please let @TakayoshiKochi know.

jFransham

Achieving warp speed with Rust

Contents:

• Number one optimization tip: don't
• Never optimize blindly
• Don't bother optimizing one-time costs
• Improve your algorithms
• CPU architecture primer
• Keep as much as possible in cache
• Keep as much as possible in registers

greister

Static vs Dynamic dispatch

AKA: Why is consuming an Iterator from glutin so damn hard?

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In Rust, like many other languages, there are two different ways to call a function: static and dynamic dispatch. They're used in different scenarios and each have their own pros and cons, which are summarised thusly:

1. Static calls tend to be faster because they do not require the use of a lookup table, which incurs overhead as the compiler has to 'find' the function it is calling at runtime.
2. Dynamic calls tend to be more conservative of space as they can be re-used. This isn't so much an issue with functions like strcpy, but with functions that have multiple types of arguments (generics, for example), the code for the function must be duplicated.

rain1024

PdfLatex is a tool that converts Latex sources into PDF. This is specifically very important for researchers, as they use it to publish their findings. It could be installed very easily using Linux terminal, though this seems an annoying task on Windows. Installation commands are given below.

• Install the TexLive base

sudo apt-get install texlive-latex-base

• Also install the recommended and extra fonts to avoid running into the error [1], when trying to use pdflatex on latex files with more fonts.

kachayev

Channels Are Not Enough

... or Why Pipelining Is Not That Easy

Golang Concurrency Patterns for brave and smart.

By @kachayev

Intro