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:

mufeedvh/code2prompt

A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

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.

Copyrightability of LLM-generated code: Can we license “vibe code” into Free Software? - FSFE

The use of large language models (“LLMs”) has exploded in recent years, including in the generation of source code. But even as their usage gains popularit...

Code Mode - FastMCP

Let LLMs write Python to orchestrate tools in a sandbox

Coding with LLMs in the summer of 2025 (an update) - <antirez>

Provisional Guidance for Users of LLM-Based Code Generators

available intuition for avoiding big risks

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.