The guest secured his role at an AI-first company without prior professional AI experience. The key was a hands-on side project he built. Being able to discuss the practical challenges, pivots, and solutions of his project in interviews proved his capabilities far more effectively than a resume could.

Instead of focusing on specialized skills, the most revealing interview question for a PM is, "Have you ever launched anything before?" This simple query cuts through over-specialization and assesses if a candidate understands the entire go-to-market lifecycle, from build to sales enablement and customer adoption.

In today's job market, building a product or company on the side is no longer just "extra credit." Hiring managers view these projects as direct evidence of initiative, product thinking, and technical skill, sometimes weighing them as much as traditional work experience.

The modern "Builder PM" isn't just a PM who codes. They are defined by their ability to use AI tools to independently build the first version of a product, validate it with real users, and secure initial traction without relying on an engineering team.

The gap between PMs who only use AI for productivity and those who build with it will soon be massive. Gabor advocates for building and shipping a real AI app, not for business, but to gain hands-on experience and create a tangible portfolio item that proves you can build in the AI era.

Building your own product forces you to confront technical realities like database migrations and architectural trade-offs. This firsthand experience provides deep empathy for engineering challenges, which in turn builds crucial credibility and improves collaboration with development teams.

To break into AI PM, don't just complete projects. Build a product that solves a real pain point, launch it, and get actual users. This forces you to handle real-world issues, generating richer, more credible experience to discuss in interviews.

Tommy Smith intentionally featured his side project over professional work to escape being typecast. This strategy allowed him to demonstrate the skills he wanted to use in his next role, proving that personal projects can be more powerful than client work for career progression.

When hiring for Zenly and Amo, the team prioritized a candidate's side projects over their experience at Meta or Apple. Side projects are the strongest signal of curiosity, ambition, and an entrepreneurial mindset—acting as a "Trojan horse" for getting noticed by top companies.