Maximizing generative AI potential

Unlock the full potential of generative AI by customizing models tailored to your business needs, enhancing efficiency and security.
“The answer is to extend and customize a model to make it smart about your own business. While hosted models like ChatGPT have gotten most of the attention, there is a long and growing list of LLMs that enterprises can download, customize, and use behind the firewall — including open-source models like StarCoder from Hugging Face and StableLM from Stability AI."—How to minimize data risk for generative AI and LLMs in the enterprise | VentureBeat
Why customer tools are organized wrong
This article reveals a fundamental flaw in how customer support tools are designed—organizing by interaction type instead of by customer—and explains why this fragmentation wastes time and obscures the full picture you need to help users effectively.
Infrastructure shapes thought
The tools you build determine what kinds of thinking become possible. On infrastructure, friction, and building deliberately for thought rather than just throughput.
Server-side dashboard architecture: Why moving data fetching off the browser changes everything
How choosing server-side rendering solved security, CORS, and credential management problems I didn't know I had.
The work of being available now
A book on AI, judgment, and staying human at work.
The practice of work in progress
Practical essays on how work actually gets done.
Dev reflection - February 20, 2026
I want to talk about the difference between execution and verification. Because something happened this week that made the distinction painfully clear, and I think it matters far beyond software.
Dev reflection - February 18, 2026
There's a moment in any system—a team, a company, a workflow—where the thing you've been optimizing for stops being the constraint. And you don't notice right away. You keep pushing on the old bott...
Dev reflection - February 17, 2026
I want to talk about staging areas. Not the technical kind—the human kind. The places where work goes to sit. The inbox you check before forwarding. The draft folder. The approval queue. The meetin...
The impact of AI on white-collar jobs
Explore how AI transforms white-collar jobs, highlighting the balance between automation and the enduring value of skilled human work.
The threat of AI to white-collar jobs
Explore how AI threatens high-wage white-collar jobs, challenging talent and market dynamics in today's workforce landscape.
The entrepreneurial revolution facilitated by AI
Discover how AI is transforming entrepreneurship by empowering founders with personalized support, leading to a new era of innovation and opportunity.