Thoughts

Notes on what I'm learning.

A monthly dump of things I'm thinking about, articles that stuck, people worth following, tools I'm obsessed with. Loose, mostly unedited.

July 2026Monthly notes

July Dump

Something I've been mulling over lately: Design goes where it's already valued

“The uncomfortable idea is that design tends to move toward places where it's already valued, not where it's most needed. It's easier to refine a checkout flow than to redesign a system where the value of design isn't even recognized yet...So we end up improving convenience at scale, while clarity in critical moments remains under-designed.”

sources: Reddit thread, Substack essay

Skillchains, with Kyle Chalmers

Kyle Chalmers of KC AI Labs presented at Workuity's AI center. He automates AI workflows for businesses and walked us through skillchains: the output of one skill becomes the input of the next. It's a way to automate big multi-step jobs.

Things that stuck about writing skills:

  • Sometimes you need to provide a definition of done to a skill: “a skill is done when you complete this” you can also say “you are a skill within this process”
  • Don't try to write the skill upfront. Work with the agent to get the thing done correctly first, then tell it to turn that into a skill.
  • When you notice yourself repeating something, that's the signal to make it a skill.

Kyle was nice enough to meet with me a few days later when I had some questions about skills. Check his work out — kclabs.ai.

Resources from his presentation:

  • Excalidraw flowchart — Cole Medin
  • Skill chain — Kyle Chalmers

Rethinking case studies

Loving Dive Club's interviews lately. This piece from Ridd is an older article, but it's shifted how I'm thinking about writing my own.

Currently obsessed with