Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic)

Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic)

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Summary

Fiona Fung, the Anthropic engineering leader who oversees Claude Code and the co-work team, sits down with Lenny Rachitsky to discuss how AI is fundamentally reshaping software engineering culture. Fung brings over 25 years of engineering leadership to the conversation, including stints building TypeScript at Microsoft, launching Facebook Marketplace (now generating over $100 billion in annual GMV), and leading infrastructure teams at Instagram.

The centerpiece of the discussion is a striking internal Anthropic data point: engineers now ship eight times as much code per quarter compared to the 2021–2025 baseline — a direct result of tools like Claude Code removing coding itself as the primary bottleneck. Fung argues the new constraint is ambition: everything is now possible in theory, so the real question is how bold teams are willing to be. She also digs into the difficulty of measuring productivity in this new world, cautioning against vanity metrics like lines of code or raw token usage in favor of outcome-oriented thinking.

The episode covers the cultural challenges that come with this shift: balancing high agency with high accountability, addressing engineer fear and resistance, and combating the isolation that can emerge when everyone is heads-down with their own AI agent. Fung describes initiatives like pairwise programming lunches on the Claude Code team as one concrete response. Essential listening for engineering leaders trying to understand what high-performance AI-augmented teams actually look like from the inside.


📺 Source: Lenny’s Podcast · Published June 21, 2026
🏷️ Format: Podcast

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