AgenticAI
A Framework for Deciding If Your Product Should Be Agentic When someone brings me a product idea, my first questions are always the same: Who's the customer? What's the pain? Is there a market? Will they pay? Do that work first. No shortcuts. But once you&
AI
Here's something I've noticed after months of heavy use: Claude handles file operations with surprising reliability. ChatGPT... doesn't. Not consistently, anyway. I'm not talking about edge cases. I mean simple requests - "export this as markdown," "give me a
AI
The Problem "Which LLM is best?" is the wrong question. "Best for what?" is the right one. Traditional evals tell you which model is smartest. This tells you which model is right for your specific task. Every model has a design philosophy - a personality that
AgenticAI
The System Structure When The Economist declared AI’s war on the “rip-off economy,” they documented a transformation that’s been 50 years in the making. But the real story isn’t just about technology -it’s about feedback loops that have kept information asymmetries stable despite decades of attempted
AgenticAI
If you’ve been building AI agents lately, you’ve probably seen this pattern (pun intended): We’re in the middle of an Agentic AI gold rush. LangChain, AutoGen, CrewAI, and dozens of other frameworks promise to make building AI agents as easy as importing a library. And they do
SystemsThinking
How OpenAI rewired the economics of compute through two feedback loops I love seeing systems loops in action. Feedback mechanisms reveal how complex systems actually work. And right now, we're witnessing two of the most elegant — and opposite — capital loops ever engineered in tech In the span of