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.

August 2026Monthly notes

August Dump

A month of networking

August turned into a month of networking and resource hunting. Some of the places I've been showing up:

  • Workuity: Tuesday AI talk sessions. A great way to keep up to date with what's happening with new AI tools and models. It's more business-focused than design-focused.
  • Ship AI: a workshop series led by Santos Hernandez. It's been a great resource if you're looking to start something up yourself.
  • Heatsync: Wednesday coffee and coworking. This coworking space is unique: you can work on your computer, but also make physical things like 3D printing and laser cutting. Engineers of all types hang here.
  • Design Mob: monthly convos that just started up in Phoenix. Any excuse to talk shop with other product designers is welcome. The next meetup is Sept 24th, location TBD.
  • Design Shaped: portfolio reviews with Tim and Nate through Design Buddies. They are both knowledgeable and kind. You see a range of levels reviewed, and their review of my site helped immensely.

A simple way to think about writing Skills

When working with AI like Claude, I have a simple way to think about skills and saving them:

  • What do you want out of this thing?
  • What does success look like?
  • Save that as a skill.

You have a task the AI is helping you with, one you'll do again. Work back and forth with the tool until you reach the outcome you're looking for. Save it as a skill. In the skill, defining “I want [fill in the blank]” and “success is reached when [fill in the blank]” helps train it.

If you run the skill later and don't get the exact outcome you want, work with it until you do. Then debrief: ask the AI to confirm what it did differently and save that back into the skill.

A skill vs a design.md

Vercel's blog article “How our agents build on-brand pages with design.md” is a great read on a file that does what skills do. The two pair well, but they're not the same thing. A skill is task-triggered and has a definition of done. A DESIGN.md is always-on context that describes what your system looks like, not how a task ends.

Currently obsessed with

facetflow.io is a tool for jewelers that has me thinking about the future of crafting and making. I heard their talk at JOGS, a gem show in Tucson. It automates planning for jewelers: budgeting a new piece, generating images from sketches, pulling current market prices for gold and silver.

I tried it, and the image generation was powerful. It was especially helpful when I was talking to my client about the different color stones we could use.

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 by Cole Medin
  • Skill chain by 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

maptap.gg