9 August 2026

22 links · Sunday

RSI claims

Two days on Opus 4.8, then 34 hours on Fable 5. Same research problem, same hardware, one model generation apart. I wanted to know what the bigger model actually fixed and whether the answer supports Anthropic’s recursive-self-improvement story. I ran these ex…

Hot Take: LLM can 'jump'

An interconnected-knowledge thesis: what it means for scientific breakthroughs, potential safety risks, and continual learning.

Three Ways to Sell the Same Software

A look at how subscription, usage and outcome pricing divide the surplus, shift performance risk, and change what a vendor is on the hook for.

"Coding is solved" misses the point

Every few weeks, someone declares that coding is solved. If they mean turning a well-specified problem into runnable code, they're increasingly right. But was writing runnable code ever the whole problem?

What LLMs should do

LLMs can code, should they? OpenAI released ChatGPT on November 30, 2022. I’m writing this article in June 2026. Software engineering is different from what it was before 2022. What has happened? LLM models got larger and programs were written to make it possi…

Designing with code

Code has always felt like a natural creative medium to me. Maybe it’s that I went to school for engineering, not art or design. 0:00 /0:03 1× When an idea is defined by a set of rules, you can generate endless va…

Rails is done

The core of Rails has stood the tests of time. To this day, it is a great way to build web applications. But DHH’s view of the world is fundamentally incompatible with mine, and I’m not the only one who feels that way. About a year ago, a bunch of people, incl…

Every fast write moves work somewhere else

A database write can stop after memory, a local SSD, an object PUT, or a replicated WAL. Each choice changes latency, durability, and who owns the work left for later.

Mea Culpa - Dark Hours

Last week I launched a project called Dark Hours, which was a website utility to give you an idea of what could be seen in the sky that night. A developer who …

Advanced AI sycophancy

Everyone knows that AI sycophancy is when the model tells you how smart you are. Wow, you’re absolutely right. That’s not just a new idea — it’s genuinely groundbreaking. You’re a very special user. Easy to spot, isn’t it?

I got an email about resistance

This will be kind of an unusual post. I got a recent email about my writing that I thought was such a good articulation of one common criticism that I’d like to share it (and my response) in full.