Articles by ghuntley
24

Provide agents with automated feedback (banay.me)

1

Everything Is a Ralph Loop (ghuntley.com)

1

Two AI researchers are now funded by Solana (ghuntley.com)

1

Fundamental skills and knowledge you must have in 2026 for SWE (youtube.com)

1

The Ralph Wiggum Loop from first principles (by the creator of Ralph) (youtube.com)

1

How to Ralph Wiggum (github.com/ghuntley)

4

Ralph Wiggum went from 'The Simpsons' to the biggest name in AI (venturebeat.com)

2

A brief history of ralph wiggum (humanlayer.dev)

2

System Prompts as Governance Artifacts in AI Developer Tools: A Forensic Study (rmax.ai)

2

Ralph Wiggum as a "Software Engineer" (ghuntley.com)

2

What do I mean by some software devs are "ngmi"? (ghuntley.com)

1

Stop Chatting with AI. Start Loops (Ralph Driven Development) (lukeparker.dev)

2

Introducing RalphOS, a vibe-coded operating system (loom.com)

1

Recreating the Bell Labs Switch Experiment with Agents (cianfrani.dev)

1

How Not to Translate a Videogame (2025 ver.) (ryandavis.io)

1

Guardians of the Agents (acm.org)

1

LLM Weights vs. the Papercuts of Corporate (ghuntley.com)

4

Buy this $15 USD hot sauce. Get a real $100 USD note and the hot sauce (burnrate.cash)

46

Programming in the Sun: A Year with the Daylight Computer (wickstrom.tech)

4

Call for full re-election of the NixOS Steering Committee (nixos.org)

3

Summary of Nix drama so far. Sep27 – Oct4 2025 (gist.github.com)

3

Museum of Friend Reviews by NYC (nyc-friends.vercel.app)

2

Quantized LLM training in pure CUDA/C++ (github.com/ist-daslab)

1

Flow State to Free Fall: An AI Coding Cautionary Tale (oreilly.com)

1

What Will Surprise You About System Initiative (systeminit.com)

52

I built ChatGPT with Minecraft redstone [video] (youtube.com)

109

A Postmark backdoor that’s downloading emails (koi.security)

6

PSA: Declare an incident if someone on your team installed the postmark-MCP (twitter.com/jessethanley)

2

Onward (domenic.me)

1

I Am an Engineer (anna.kiwi)

2

The Future Belongs To People Who Do Things: The 9 month recap on AI in industry [video] (youtube.com)

8

The cursed programming language: programming, but make it Gen Z (cursed-lang.org)

2

I ran Claude in a loop for 3 months, and it created a genz programming language (ghuntley.com)

84

io_uring is faster than mmap (bitflux.ai)

2

Berghain Challenge (listenlabs.ai)

2

Anti-patterns and patterns for achieving secure generation of code via AI (ghuntley.com)

1

The System Inside the System (worksonmymachine.ai)

2

What is the point of libraries now that you can just generate them? (ghuntley.com)

2

Ralph Wiggum as a "Software Engineer" (ghuntley.com)

118

How to build a coding agent (ghuntley.com)

7

The Evolution of AI Software Engineering (medium.com/commbank-technology)

2

There Has Never Been a Better Time to Be a Junior Dev – It Won't Last Forever (aaronstannard.com)

42

Essential Reading for Agentic Engineers – August 2025 (steipete.me)

3

Too many model context protocol servers and LLM allocations on the dance floor (ghuntley.com)

2

Dynamic Chrome Themes: Building DHH's Vision for Omarchy (januschka.com)

3

How I code with LLMs these days (phillipcarter.dev)

2

DeltaDB: Operation-Level Version Control (zed.dev)

2

Claude Code System Prompt (gist.github.com)

2

Peeking Under the Hood of Claude Code (medium.com/outsightai)

4

What is the point of libraries now that you can just generate them? (ghuntley.com)

261

AGENTS.md – Open format for guiding coding agents (agents.md)

1

Left-pad strings using the raw power of Anthropic's Claude AI (github.com/ghuntley)

1

Dog – The Terminal's Last Call (github.com/ghuntley)

3

The Holy Shit Gap (mhlakhani.com)

1

How I Use Claude Code to Ship Like a Team of Five (every.to/source-code)

14

[flagged] This Should Not Be Possible (ghuntley.com)

2

Two Simple Rules to Fix Code Reviews (serce.me)

1

The six-month recap: closing talk on AI at Web Directions, Melbourne, June 2025 (ghuntley.com)

1

How I Use Claude Code to Ship Like a Team of Five (every.to/source-code)

2

Source code analysis of Amazon Kiro (ghuntley.com)

5

One misclick away: How I found a critical vulnerability in a dating app (hame.page)

4

Ralph Wiggum as a "Software Engineer" (ghuntley.com)

1

AI coding tools are perhaps our new terminal emulators (ghuntley.com)

7

So Microsoft Deleted Some of Our Packages from Nuget.org Without Notice (aaronstannard.com)

3

AGENT.md: The Universal Agent Configuration File (ampcode.com)

2

Multiple AGENT.md Files (ampcode.com)

3

A Emoji Reverse Polish Notation Calculator Written in COBOL (github.com/ghuntley)

1

Let's vibe code a new programming language [video] (youtube.com)

1

The six-month recap: closing talk on AI at Web Directions, Melbourne, June 2025 (ghuntley.com)

3

The Agentic Software Engineer (dolthub.com)

1

Claude Sonnet is a small-brained mechanical squirrel of <T> (ghuntley.com)

1

Symlink as an Organizational Tool (kwstannard.github.io)

3

AI coding tools are perhaps our new terminal emulators (ghuntley.com)

4

How I configure VS Code for agentic coding (beyang.org)

1

The six-month recap: closing talk on AI at Web Directions, Melbourne, June 2025 (ghuntley.com)

1

The z80 technique reveals the source code for Atlassian's 'rovo' AI assistant (ghuntley.com)

1

Agents for the Agent (ampcode.com)

22

The printer that transcends dimensions and corrupts reality (ghuntley.com)

1

500 AI subagents making a compiler [live video] (youtube.com)

8

I dream of roombas: 1000s of automated AI robots that autonomously maintain code (ghuntley.com)

3

The Agentic Systems Series (gerred.github.io)

2

Adventures in Babysitting Coding Agents (changelog.com)

3

Revenge of the AI subagents: 25 subagents making a compiler (youtube.com)

76

LLMs are mirrors of operator skill (ghuntley.com)

4

Vibe Coding Is Driving (jasonpearson.dev)

2

Deliberate Intentional Practice (ghuntley.com)

2

A Emoji Reverse Polish Notation Calculator Written in COBOL (github.com/ghuntley)

1

From Luddites to AI: The Overton Window of Disruption (ghuntley.com)

7

Someone got an LLM running on a Commodore 64 from 1982, and it runs as well (xda-developers.com)

1

Xogot at Pax East (la-terminal.net)

1

Elixir's Advantage in the Era of AI (sylverstudios.dev)

1

When "Open" Isn't Open Enough: Rethinking Trust in Dev Tools (eclipse.org)

3

Hacker 'NullBulge' pleads guilty to stealing Disney's Slack data (bleepingcomputer.com)

2

Temu v0: Coding Agent (github.com/max)

3

The secret recipe of powerful AI coding Agents (madhukarkumar.medium.com)

1

LIVE: 4 Headless AI agents vibecoding Erlang/Elixir/Rust whilst I sleep [video] (youtube.com)

1

Four agents vibecoding Erlang/pheonix whilst I sleep (twitter.com/geoffreyhuntley)

2

Evaluating AI's Impact on Haskell Open Source Development (well-typed.com)

1

The MCP Authorization Spec Is a Mess for Enterprise (christianposta.com)

2

Daytona Cloud: The Agent-Native Infrastructure (daytona.io)