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Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic), Sonic AI
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Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic)
Lenny's Podcast
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Jun 21, 2026
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1:38:44
Interview
Building the most AI-pilled engineering team in the world | Fiona Fung (Anthropic)
From
Lenny's Podcast
Fiona Fung
(Head of Claude Code and CoWork, Anthropic, guest)
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Executive Summary
Anthropic has seen an 8x increase in code shipped per engineer per quarter since 2021, fundamentally changing the software development lifecycle.
With AI tools like Claude Code, coding is no longer the primary bottleneck; the focus has shifted to ambition, product sense, verification, and quality assurance.
New management paradigms are required, including making managers start as ICs, focusing on outcomes over output, and adopting lightweight 'Just-in-Time' planning.
The roles of engineers and PMs are transforming, with non-engineers now contributing code and PMs being unblocked to focus more on strategy and user problems.
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