Articles
Preparing the article archive.
We Risk Building the Wrong Things Faster
May 27, 2026
AI can help companies build faster, but without sharper product judgment, stronger architecture, and outcome-based measurement, they risk creating more software without more user value.
AI Homework
May 26, 2026
AI adoption becomes real when teams rebuild one recurring workflow around sharper intent, visible evidence, verification, and human-owned judgment.
Human Intent Is the Next Operating System
May 25, 2026
Frontier tools can become a new operating layer between human intent and digital services, reducing the cognitive load software has pushed onto users.
The Next-Week AI Playbook
May 25, 2026
Teams can make AI adoption concrete by redesigning one real workflow around evidence, reviewable artifacts, and accountable human judgment.
Why Conversation Will Become Part of Streaming Search
May 24, 2026
Streaming search is moving from exact-title retrieval toward conversational discovery that understands mood, context, constraints, and catalog truth.
When AI Produces the Artifact, Measure the Work Beneath It
May 23, 2026
AI makes visible work artifacts cheaper, which raises the standard for judgment, accountability, and the real work underneath the work.
The Frontier Recommendations PM
May 22, 2026
Frontier coding agents can help product managers connect user intent to algorithmic system behavior across recommendations, search, personalization, and AI discovery.
Do More With the Same, Not the Same With Less
May 21, 2026
AI should help teams do more with the same people by reducing handoffs, increasing builder range, and giving product judgment more cycles.
The 20/70/10 Rule for Working With AI
May 20, 2026
The 20/70/10 model keeps AI workflows fast without letting speed replace context, verification, judgment, or ownership.
Why I Built Codex Log Viewer: Treating User Intent as a First-Class Audit Trail
May 19, 2026
Codex Log Viewer turns local Codex sessions into a searchable, privacy-conscious audit trail for the human intent behind AI-assisted software work.
Using AI to Make Promotion Review Preparation More Consistent
May 13, 2026
An experimental workflow for making promotion review preparation more consistent and evidence-backed while preserving privacy, governance, and human accountability.
What Is AI? How Does It Impact Us?
May 7, 2026
AI is a new capability layer that can make product teams faster, more creative, and more effective, but only when paired with strategy, judgment, and responsible guardrails.
How Much More Can We Do With the Same?
May 6, 2026
AI changes how product teams ideate, prototype, evaluate, and launch. The real leadership challenge is turning that speed into better judgment and customer value.
The Missing Layer in AI Adoption
May 1, 2026
AI changes who can contribute. But only if companies remove the friction between having an idea and making something real.