Translating non-trivial codebases with Claude

Compiling knowledge, not retrieving it: a hands-on deep dive into llm-wiki-compiler

The thesis of this piece is simple and uncomfortable: the problem of making an LLM “remember” what you’ve read isn’t solved with more…

Fast and Hard Code

People pick languages differently with LLMs.

Live blog: Code w/ Claude 2026

I’m at Anthropic’s Code w/ Claude event in 2026, and I’ll be live blogging the keynote and a few other notes throughout the day.

llm-wiki

llm-wiki · GitHub

Beyond Standard LLMs

Linear Attention Hybrids, Text Diffusion, Code World Models, and Small Recursive Transformers

Wiki Builder: A Claude Code Plugin for Building LLM Knowledge Bases

Wiki Builder is an open-source Claude Code plugin that turns the LLM-knowledge-base workflow into a one-command setup. Scaffold a configurable wiki, point Claude at sources, and let the agent compile durable pages, indexes, and concept maps for you.

The Case Against LLMs as Rerankers

Authors: Apoorva Joshi, Zhenmei Shi, Akshay Goindani, Hong LiuResearch Leads: Zhenmei Shi, Akshay Goindani, Hong Liu Large language models are increasingly being used for a broad range of tasks, in…

Rotating the Space: On LLMs as a Medium for Thought

Essays and writing on AI

Wikipedia:LLM-assisted translation

This guideline applies to machine translation tools that include a large language model ("LLM"). Assume that it applies to any online translation tool unless you have confirmed there is no LLM element.

The most important thing when working with LLMs

Blog post: The most important thing when working with LLMs by Steve Klabnik

prime-radiant-inc/engineering-notebook

CLI tool that ingests Claude Code sessions, generates LLM summaries, and serves a browsable engineering journal

Andrej Karpathy on Twitter / X

LLM Knowledge BasesSomething I'm finding very useful recently: using LLMs to build personal knowledge bases for various topics of research interest. In this way, a large fraction of my recent token throughput is going less into manipulating code, and more into manipulating…— Andrej Karpathy (@karpathy) April 2, 2026

chad/whichlang

What programming language do LLMs default to when you don't tell them? A small benchmark.

Dan Shipper 📧 on Twitter / X

this is true and is a big reason why you don’t need to be a highly technical researcher to use LLMs in surprising and novel ways https://t.co/TuxNzXzToU— Dan Shipper 📧 (@danshipper) July 27, 2025