Z.AI's culture mandates that technical leaders, including the founder, remain hands-on practitioners. The AI field evolves too quickly for a delegated, hands-off management style to be effective. Leaders must personally run experiments and engage with research to make sound, timely decisions.

Companies mistakenly bundle management with authority, forcing top performers onto a management track to gain influence. Separate them. Define management's role as coordination and context-sharing, allowing senior individual contributors to drive decisions without managing people.

To bridge the growing gap between leadership and individual contributors, executives should actively participate in their team's tasks. Taking a support ticket, sitting in on a sprint, or pair programming serves as a "Gemba walk" that provides firsthand experience and maintains an empathetic connection.

Base fosters a "chop wood, carry water" culture where leaders are still individual contributors. The founding team set this tone by writing the first code and installing the first batteries themselves. This ensures a hands-on, problem-solving mindset permeates the company as it scales.

Base Power's culture of execution was set by its first ~10 hires—senior leaders from Tesla and SpaceX who initially worked as individual contributors. This "lead from the front" model, where leaders still do IC work, cascaded through the company as it scaled to 250 people.

A leader's job doesn't end after designing a process. They must actively and continuously teach and reinforce the company's methods, especially as new people join. The goal is to ensure the right things happen even when the leader isn't present.

The best leaders don't just stay high-level. They retain the ability to dive deep into technical details to solve critical problems. As shown by Apple's SVP of Software, this hands-on capability builds respect and leads to better outcomes, challenging the 'empower and get out of the way' mantra.

Gamma maintains a flat, high-impact organization by eschewing traditional managers. Instead, all leaders are "player-coaches"—they actively contribute as individual contributors while also mentoring their teams. This keeps leadership close to the work and empowers teams to adapt quickly without top-down commands.

Instead of traditional managers, Gamma hires "player-coaches"—leaders who actively contribute to the work, like shipping code, while also mentoring their team. This model maintains a flat structure, keeps leadership grounded, and works best in a lean organization.