Never silently change a number someone gets paid on
Our algorithm decided a driver had travelled 4km less than they thought. It was probably right. Shipping that silently would still have been wrong.…
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Treating “one day” as a system primitive
For most AI apps, the unit of time is a request. A user sends a message, the model responds, and the workflow ends. Cogweald is designed around a di…
I built an engineering capability profile to show hiring managers what my CV can’t
I've been tinkering with my CV endlessly over the last six months. It started with a decision that I needed a new chapter. And then what followed wa…
How treating my job search like a product problem helped me see what’s really making software engineering recruitment hard in 2026
Get ready for a bit of a ramble about looking for a job as a software engineer in 2026. No, it's not about AI changing the definition of software en…
The Writing Problem That Wasn’t Really a Writing Problem
ThoughtForm started out as a writing tool. I'm the type of person who struggles to get my ideas out onto a blank page. I know what I want to write a…
Portfolio Website Architecture for Dummies
This website serves two purposes: It's where I write about how I think. It's where I showcase what I build. Soon, I'll be releasing my first demo pr…
DoorDash's AI chatbot is a lesson in conversational search
DoorDash's new AI chatbot , called Ask DoorDash , lets you type what you want in plain words and get a cart instead of scrolling through restaurant…
How We Automated Legal Document Generation for Immigration Law Using AI
When people hear "AI-powered document generation," they picture a lawyer typing a prompt and getting a finished brief back in seconds. Clean, simple…
Cognitive Infrastructure: the missing layer between AI and real impact
Artificial Intelligence is everywhere. But meaningful results are not. We reached a point where access is no longer the problem. Tools are abundant.…