Software Development

Geoffrey Huntley
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rizzler: stop crying over Git merge conflicts and let AI handle the drama

💀 Ugh, merge conflicts: That sinking feeling when Git screams at you? We've all been there. Manually fixing those tangled messes? It's giving... tedious. It's giving... waste of my precious time. 😩 🚀 Enter rizzler: Your new AI bestie that actually *gets* Git. This ain't

Geoffrey Huntley
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autoregressive queens of failure

Have you ever had your AI coding assistant suggest something so off-base that you wonder if it’s trolling you? Welcome to the world of autoregressive failure. LLMs, the brains behind these assistants, are great at predicting the next word—or line of code—based on what's been

Geoffrey Huntley
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I dream about AI subagents; they whisper to me while I'm asleep

In a previous post, I shared about "real context window" sizes and "advertised context window sizes" Claude 3.7’s advertised context window is 200k, but I've noticed that the quality of output clips at the 147k-152k mark. Regardless of which agent is used,

Geoffrey Huntley
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if you are redlining the LLM, you aren't headlining

It’s an old joke in the DJ community about upcoming artists having a bad reputation for pushing the audio signal into the red. Red is bad because it results in the audio signal being clipped and the mix sounding muddy. It’s a good analogy that applies to software

Geoffrey Huntley
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A Model Context Protocol Server (MCP) for Microsoft Paint

Why did I do this? I have no idea, honest, but it now exists. It has been over 10 years since I last had to use the Win32 API, and part of me was slightly curious about how the Win32 interop works with Rust. Anywhoooo, below you'll find

Geoffrey Huntley
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From Design doc to code: the Groundhog AI coding assistant (and new Cursor vibecoding meta)

Ello everyone, in the "Yes, Claude Code can decompile itself. Here's the source code" blog post, I teased about a new meta when using Cursor. This post is a follow-up to the post below. You are using Cursor AI incorrectly...I’m hesitant to give this

Geoffrey Huntley
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Can a LLM convert C, to ASM to specs and then to a working Z/80 Speccy tape? Yes.

✨Daniel Joyce used the techniques described in this post to port ls to rust via an objdump. You can see the code here: https://github.com/DanielJoyce/ls-rs. Keen, to see more examples - get in contact if you ship something! Damien Guard nerd sniped me and other folks wanted

Geoffrey Huntley
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Yes, Claude Code can decompile itself. Here's the source code.

These LLMs are shockingly good at deobfuscation, transpilation and structure to structure conversions. I discovered this back around Christmas where I asked an LLM to make me an Haskell audio library by transpiling a rust implementation. An “oh fuck” moment in timeOver the Christmas break I’ve been critically looking

Geoffrey Huntley
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You are using Cursor AI incorrectly...

🗞️I recently shipped a follow-up blog post to this one; this post remains true. You'll need to know this to be able to drive the N-factor of weeks of co-worker output in hours technique as detailed at https://ghuntley.com/specs I'm hesitant to give this

Geoffrey Huntley
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Every day I wake up and ask myself what is a software development environment

Here I am, without my van, on the opposite side of the world, sitting at IHOP in Austin, Texas, and the story of how I ended up here is a strange one. It has now been just over a month since I left Gitpod, a company I thought I would

Geoffrey Huntley
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Visual Studio Code is designed to fracture

A couple of moments ago, I finished reading the article by Rob O'Leary about the pervasive data collection done by Visual Studio Code. Now that I'm no longer an employee at Gitpod, I'm finally able to author a blog post freely about something that

Geoffrey Huntley
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/new convention: think of it as "dotfiles" but "for computers"

🔎I authored this blog post whilst I was an employee of Gitpod for Gitpod. I no longer work at Gitpod. Earlier last year I added a /new page to my website at https://ghuntley.com/new/ as a productivity shortcut and partly out of necessity of doing software development from