Insights
Grouped by what you're trying to do, not when it shipped — operators, builders, and marketers staying visible.
For operators
How to pick AI projects that actually pay back, and what it takes to get them past the proof-of-concept graveyard into production.
For builders
The fluency layer. Prompting, context engineering, and the component vocabulary that makes AI-assisted building actually work.
Apr 19, 2026 · 10 min read
Most teams trying to improve their AI output are tweaking prompt wording. That is the wrong lever. Here is why context, not prompt craft, is the thing that actually moves quality, and how to build a context library that does it right.
Apr 21, 2026 · 11 min read
Every UI component you ship with AI tools answers to two audiences: the model you're using to build it, and the AI crawler that has to read it. Most teams work with neither in mind. Here's the vocabulary that makes both easier.
Browse everything
The full archive, newest first. Filter by tag to narrow in — 1 pieces not in a curated cluster live here too.
Digital Braid needed a CRM, a project tracker, and an ops dashboard. Instead of buying three SaaS tools, I built one system that reads the files I already keep — and published a fully synthetic, clickable demo of it. Here's the architecture, the three rules under it, and the sanitization gate that earned its keep on day one.
Every UI component you ship with AI tools answers to two audiences: the model you're using to build it, and the AI crawler that has to read it. Most teams work with neither in mind. Here's the vocabulary that makes both easier.
Most teams trying to improve their AI output are tweaking prompt wording. That is the wrong lever. Here is why context, not prompt craft, is the thing that actually moves quality, and how to build a context library that does it right.
A first-person story about growing up an entrepreneur, always building things, always solving problems, and the moment AI arrived and quietly turned every idea I'd been carrying for twenty years into something I could actually ship.
Perspectives on AI implementation, automation strategy, and marketing engineering. Delivered when I have something worth saying.