Dave's Notes on Shipping AI
I write about the messy reality of building AI solutions for small businesses. Real stories, hard-earned lessons, and what actually works in practice.
Latest Articles
What I'm thinking about lately—real implementation challenges and solutions.
What is Agentic AI?
I keep getting asked this. Here's how I explain AI systems that can actually take action and make decisions—not just analyze data or generate content.
Dave Liew
Author
The Case for Agentic Systems
After shipping dozens of AI projects, I've learned the real game-changer isn't smarter AI—it's AI that can actually do things. Here's why that matters for your business.
Dave Liew
Author
How Agentic AI Will Change the World
This isn't just tech speculation—I'm already seeing glimpses of this future in the systems I'm building. Here's what I think is coming and why it matters.
Dave Liew
Author
AI-Assisted Brand Upgrade: A Case Study
How I used AI tools to rapidly upgrade a brand's entire web presence in a matter of days. A deep dive into the tools and the process.
Dave Liew
Author