A mentor isn't someone who provides step-by-step instructions. The most powerful learning comes from finding someone you admire and closely observing their every move, how they speak, and how they behave in the face of obstacles, rather than seeking direct guidance.

Traditional top-down mentorship is obsolete. An effective organization facilitates knowledge flow in all directions, like a traffic roundabout. For example, a junior employee can coach a senior leader on AI tools, while the leader coaches them on customer empathy and navigating corporate politics.

While acknowledging the benefit of having mentors, Herb Wagner has found that the process of being a mentor is even more educational. Teaching and guiding others forces a deeper understanding of one's own principles and provides fresh perspectives from the next generation, offering greater personal and professional growth.

Mentoring is not just altruistic; it's a powerful tool for self-improvement. When mentees apply a senior PM's frameworks and encounter challenges, it forces the mentor to refine their models, plug gaps, and confirm which patterns are truly repeatable. It's a feedback loop for your own expertise.

A manager is not a mentor. Instead of depending on a single, formal mentor within their reporting structure, aspiring leaders should cultivate a personal 'board' of two or three trusted advisors. This external network provides diverse, on-demand input for specific business situations that fall outside a leader's direct experience or comfort zone.

The pace of change in AI means even senior leaders must adopt a learner's mindset. Humility is teachability, and teachability is survivability. Successful leaders are willing to learn from junior colleagues, take basic courses, and admit they don't know everything, which is crucial when there is no established blueprint.

Mentoring's value increases when done outside your direct org. It becomes a two-way street: you learn about other parts of the business, and you can plant seeds of influence and better engineering practices that can grow and spread organically throughout the company.

Mentoring provides leaders with a grounded view of challenges across the organization. This fosters empathy and a "systems thinking" mindset, reminding leaders that sustainable impact comes not just from building products, but from enabling the people who build them and creating space for them to grow.

Mentoring isn't just about imparting wisdom; it's a "selfish" act of learning from the younger generation. Mentees offer valuable insights into modern approaches to productivity, work-life balance, and leveraging new technologies. They are more focused on output over hours and aren't guilty about taking vacations, providing a fresh perspective for senior professionals.