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Blog
Thoughts on product management, building with AI, and learning in public.
Thoughts on product management, building with AI, and learning in public.
Harness Engineering from the Product Side
OpenAI formalized "harness engineering" — designing constraints and feedback loops for AI agents. I've been doing this from the product side for a year. Here's what they're missing.
Boil the Oceans
Everyone says "don''t boil the ocean." That advice assumed the cost of ambition stayed high. It doesn''t anymore.
The Hidden Complexity of Scaling AI-Assisted Development
The tools that make individuals productive with AI can actively harm team collaboration if not redesigned for sharing. Here's a framework for getting it right.
How I Built This Website
How I built samzoloth.com using Next.js, Claude Code, and an obsessive attention to interaction design.
Making of the DreamWorks Case Study
The challenges of documenting a live engagement, balancing confidentiality with storytelling, and the technical decisions behind embedded prototypes.