Reimagining the PM role as AI takes over the build.
Essays from a 25-year enterprise product and technology leader who is also building AI agent systems from scratch, discovering that the hard problems aren't the new ones.
I build it. Then I write about what broke.
Why Claude Code Needs More Than Your Words
A 3-sentence story description turned into a 400-line spec after 30 seconds of AI enrichment. The difference between the two is the difference between an agent that builds what you meant and one that builds what it assumed. Real examples from six months of building ProductIntel.
Building an AI PM Skillset, In Public
What 8 weeks of intense AI platform development taught me about the role that doesn't exist yet. Four phases of learning, from the confidence trap to the observability shift, and five things I'd tell myself at Week 0.
The Pre-Product Discovery Problem
Why the first 5 minutes of an AI project can determine the next 6 months. A tiered discovery framework that surfaces the decisions that are expensive to change later, before the first line of code is written.
I don't just write about this. I build it.
The articles are the thesis. The portfolio is the evidence that I'm actually doing the work: multi-agent orchestration, context engineering, model economics, the whole stack.
Projects
9 working applications, including ProductIntel.io, an 18-agent orchestration system with pointer-based context passing, and EasyComm, a multi-LLM document synthesis platform.
AI Skills
The technical capabilities behind the writing: context engineering, agent system design, specification as code, model economics, and AI observability. Concrete evidence from real builds.
25 years of enterprise product leadership. Nine months of building AI from scratch.
I'm a VP of Product Management at a Fortune 500 FinTech with 25+ years in enterprise product and technology leadership. I've shipped financial services software to Fortune 500 customers, navigated procurement cycles longer than most startups exist, and sat across the table from CISOs who killed projects for security requirements no one anticipated.
For the last nine months I've also been building AI agent systems from scratch: multi-agent orchestration, context engineering, token economics, the whole stack. I'm not an engineer. I'm a product manager who builds. This site is where I think out loud about what that means for the discipline.
Looking for the original product showcase? It still lives here.