In a highly collaborative and fast-paced environment, assign explicit ownership for every feature, no matter how small. The goal isn't to assign blame for failures but to empower individuals with the agency to make decisions, build consensus, and see their work through to completion.

To make a high-agency culture successful, it is crucial to balance freedom with responsibility. At Anthropic, teams have the autonomy to pursue their ideas, but they are also held accountable for the outcomes and the hypotheses they are testing, ensuring freedom is directed toward impactful work.

Dario Amodei states that at Anthropic's scale (2,500 people), his most leveraged role is not direct technical oversight but maintaining culture. He achieves this through intense, direct communication, including a bi-weekly, hour-long, unfiltered address to the entire company to ensure everyone remains aligned on the mission and strategy.

In Anthropic's small (3-5 person) AI pods, traditional roles are fluid. A team member's title merely indicates a specialty, not a boundary. Designers push code to production and engineers contribute to design, fostering a shared responsibility that accelerates development.

AI-native company Lovable achieves extreme velocity by empowering its team with high agency. Their internal principle: if you can convince just one other person that your idea is good, you can ship it. This replaces traditional, slow-moving roadmaps.

A core reason for Anthropic's speed is its mission-driven culture. Teams willingly de-prioritize their own goals and KRs to serve the overarching company mission, enabling fast, unified execution on major priorities without internal politics.

A core principle at Anthropic is to challenge standard business trade-offs like "good, fast, cheap—pick two." Instead of accepting these as constraints, the team is pushed to find ways to achieve all desired outcomes simultaneously, forcing unintuitive breakthroughs rather than simple prioritization.

To ship features weekly, Anthropic PMs use a repeatable framework: 1) Set clear user goals to reduce ambiguity, 2) Brand launches as "research previews" to lower shipping commitment, and 3) Create tight, low-friction processes between engineering, marketing, and docs.

To maintain culture during hypergrowth, Anthropic employees have "notebook channels" in Slack—like personal Twitter feeds for internal thoughts. Leaders use these to model behavior and scale their beliefs (e.g., "why we leave money on the table"), quickly aligning new hires without meetings or formal docs.