Blog
Insights on AI product development, from fundamentals to production. Frameworks I've battle-tested at enterprise scale.
BMAD vs PRP vs SDD: The Complete Decision Framework
Continuing from the past three weeks covering BMAD, PRP, and SDD, this week I'll put it all together with a practical decision framework. This is the...
Spec-Driven Development: When Specifications Become Executable
Continuing from last week's post on PRP Framework, this week I'll deep-dive into the third planning framework: Spec-Driven Development (SDD). This is...
PRP Framework: Ship Production-Ready AI Code on the First Pass
Continuing from last week's post on BMAD Method, this week I'll deep-dive into the second planning framework: PRP (Product Requirements Prompt). This...
BMAD Method: The Framework That Turns Vibe Coding Into Enterprise Development
Continuing from last week's post on vibe-planning, this week I'll deep-dive into the first of three planning frameworks that are transforming...
Context Engineering: The 2025 Skill That Replaced Prompt Engineering
Continuing from last week's post on Spec-Driven Development, this week I'll explain the skill that makes all planning frameworks truly powerful:...
Spec-Driven Development: Where Intent Becomes the Source of Truth
Continuing from last week's post on PRP Framework, this week I'll deep-dive into the third planning framework transforming AI-assisted development:...
Why You Need Vibe-Planning, Not Vibe-Coding: The Smarter Way to Build with AI
Continuing from last week's post on why vibe coding is dangerous, this week I'll share what you should do instead. My colleagues often ask me: "If...
RAG: Where Embeddings, Vector Databases, and Context Engineering Converge
This week marks a milestone in my AI series: RAG (Retrieval Augmented Generation). If you've been following along, you've learned about embeddings,...
Why Vibe Coding Will Hurt Your Career (And What to Do Instead)
Last week I wrote about how AI tools transformed my work as a Product Manager. I build prototypes in Cursor. I ship demos in v0. I've saved hundreds...
How an AI Product Manager is Different from a Regular Product Manager: A Day in My Life
My colleagues and friends have often asked me about my transition from a traditional Product Manager to an AI Product Manager. After walking this...