Using LLM in the shebang line of a script

Your LLM Doesn't Write Correct Code. It Writes Plausible Code.

One of the simplest tests you can run on a database:

chad/whichlang

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

The /llms.txt file – llms-txt

A proposal to standardise on using an /llms.txt file to provide information to help LLMs use a website at inference time.

InternLM/lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Code Mode - FastMCP

Let LLMs write Python to orchestrate tools in a sandbox

llm-wiki

llm-wiki · GitHub

Build agents, not pipelines

There are only two ways to use LLMs in a computer program: as part of a pipeline, or as an agent. In other words, either you express the control flow of the program in code, or you give a LLM tools and allow it to manage the control flow itself1.

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.

Fast and Hard Code

People pick languages differently with LLMs.

How LLMs Actually Work

A from-the-ground-up walkthrough of how modern LLMs work, from tokens to transformer blocks to the next-token loop

Various LLM smells

Looks like this ended up on the HN front-page: HN Thread Late last year I started writing a math blog and decided to use LLMs to polish/enhance my writin...

LLM-generated skills work, if you generate them afterwards

LLM “skills” are a short explanatory prompt for a particular task, typically bundled with helper scripts. A recent paper showed that while skills are useful to LLMs, LLM-authored skills are not. From the abstract:

Translating non-trivial codebases with Claude

I don’t think it’s [me writing about LLMs] likely to happen anytime soon: I prefer to write about things that I’m excited about.