Meta Prompting: Let AI Write Your Prompts
6 min read
The most underused technique in AI: using the model to improve your inputs. How to generate, critique, and refine prompts using the AI itself.
Work
Blog Posts
Thoughts on building AI systems and product strategy.
What Are AI Agents, Actually?
9 min read
An agent is a system where the model decides the next step. That's it. Most things called 'agents' aren't - they're workflows with LLM-powered steps, which is usually the right architecture anyway. Understanding the actual distinction helps you buy smarter and build better.
What Are LLMs, Actually?
10 min read
Large Language Models explained without hype or jargon. The 4,096-dimensional mental model that explains hallucination, context windows, and how to use them well.
How I Learned to Build
12 min read
From port forwarding at eight years old to building AI systems for pharma—a twenty-year journey of refusing to accept limitations.
What Are Workflows and Agents
9 min read
The distinction that matters is simpler than the terminology suggests. In a workflow, you define what happens. In an agent, the model defines what happens. Understanding when to use each—and how to combine them—is most of what separates successful AI implementations from expensive experiments.
Need help shipping an AI initiative?
I build workflows and agents that actually run—and stick around to maintain them.