Blog
Thoughts on shipping fast, AI-assisted development, and building in public.
- How I Replaced the Product Management Function with AI Architecture, failures, and lessons from building a RAG-powered AI agent that writes stronger specs and PRDs.
- Thoughts on AI Productivity Five real projects I shipped in one week using AI tools — and what they taught me about the speed gap opening between AI adopters and everyone else.
- My Career Path: Music to Public Policy to Tech How an unconventional path through music performance and public policy shaped the way I approach data science and AI product engineering.
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