Product engineering notes from the field.

Product engineering culture in practice at PostHog, Linear, Vercel, and Figma. Concrete structures, rituals, and principles that drive shipping velocity.

AI skills vs agents: why discrete, composable capabilities beat monolithic agents, and how product engineers design them.

How long does it take to become a product engineer? Honest timelines by starting point: 3-6 months from SWE, 6-12 months from PM, longer from scratch.

A week-by-week guide for the transition from software engineer to product engineer. Address real fears, build your portfolio, and land the role.

How to adopt product engineering in enterprise orgs with 100+ engineers. A phased rollout playbook covering governance, metrics, and team structure.

Product engineer vs product manager: learn how these roles differ, overlap, and complement each other. Clear framework for when you need both.

A product engineer job description template with real examples and anti-patterns. For hiring managers writing listings and candidates evaluating them.

What does a product engineer do all week? A Monday-Friday walkthrough covering real tasks, decisions, and tradeoffs in the role.

The define build ship framework gives product engineers a repeatable operating system for owning outcomes end-to-end. Templates, examples, and tools inside.

A tactical guide to product engineer hiring: where to source candidates, how to screen for product thinking, interview loop design, and compensation benchmarks.

The complete product engineer tech stack for 2026, organized by Define, Build, and Ship phases. Tools for discovery, development, deployment, and measurement.

A 90-day playbook to transition engineers to product engineers. Covers resistance patterns, org design, metrics, and leadership tactics for VPs and directors.