14 Jul 2025
https://ghuntley.com/ralph/
How Ralph Wiggum went from 'The Simpsons' to the biggest name in AI right now - Venture Beat
😎Here's a cool little field report from a Y Combinator hackathon event where they put Ralph Wiggum to the test.
"We Put a Coding Agent in a While Loop and It Shipped
17 Jan 2026
https://ghuntley.com/loop/
I’ve been thinking about how I build software is so very very different how I used to do it three years ago.
No, I’m not talking about acceleration through usage of AI but instead at a more fundamental level of approach, techniques and best practices.
Standard software practices
22 Aug 2025
https://ghuntley.com/allocations/
This blog post intends to be a definitive guide to context engineering fundamentals from the perspective of an engineer who builds commercial coding assistants and harnesses for a living.
Just two weeks ago, I was back over in San Francisco, and there was a big event on Model Context Protocol
24 Aug 2025
https://ghuntley.com/agent/
It's not that hard to build a coding agent. 300 lines of code running in a loop with LLM tokens. You just keep throwing tokens at the loop, and then you've got yourself an agent.
06 Feb 2025
https://ghuntley.com/dothings/
There, I said it. I seriously can't see a path forward where the majority of software engineers are doing artisanal hand-crafted commits by as soon as the end of 2026. If you are a software engineer and were considering taking a gap year/holiday this year it would
26 Jun 2026
https://ghuntley.com/miami/
Some personal hot takes from AI: Engineer Miami follows...
1. Software development is a dead-end profession because anyone can be a software developer now.
2. Anyone can use Cursor or any other tool and generate code. Being a coder and being a software engineer are different.
3. Computers used
16 Mar 2026
https://ghuntley.com/cogsec/
This is a follow-up from my previous post about AI as an economic weapon. If you haven't read it, I suggest that you do before proceeding.
AI as economic warfarePeople often ask me how I feel about open-source models, and to be clear, I’m very supportive
16 Mar 2026
https://ghuntley.com/warfare/
People often ask me how I feel about open-source models, and to be clear, I'm very supportive of them. But I can't help pondering about the following...
Open source always was and always will be a financial weapon by design. You see, one of the primary goals
15 Mar 2026
https://ghuntley.com/porting/
This one is short and sweet. if you want to port a codebase from one language to another here’s the approach:
1. Run a ralph loop which compresses all tests into /specs/.md which looks similar to “study every file in tests/* using separate subagents and document in /specs/
12 Mar 2026
https://ghuntley.com/frontier/
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Below you'll find an AI transcription of everything we riffed about.
Key distinction: Software Development vs. Software Engineering:
* Software development (typing code, prompting LLMs) is accelerating massively and becoming ubiquitous—anyone (e.g., a hairdresser using Cursor) can now be a "developer" due to