Fiona Fung, Manager of the Claude Code and Cowork Teams at Anthropic, discusses how AI is transforming software engineering, with Anthropic engineers now shipping eight times more code per quarter. She shares insights on building an 'AI-pilled' engineering culture that emphasizes agency, accountability, and continuous learning, while addressing challenges like maintaining quality, code review bottlenecks, and the loneliness of working primarily with AI agents.
Summarized by Podsumo
Anthropic engineers ship eight times more code per quarter than in 2025, fundamentally changing the role of software engineers from coding to product thinking and verification.
Fiona emphasizes a culture of high agency paired with high accountability, where engineers are empowered to 'cook' but must also define hypotheses and measure outcomes.
The rise of AI agents has introduced loneliness; teams now use pair-wise programming lunches and hackathons to foster collaboration and shared learning.
Fiona advocates for leaders to dogfood their products daily, using anecdotes over pure metrics to maintain a pulse on user experience and quality.
Key principles for thriving in the AI era include a growth mindset, leaning into fear by asking 'what’s within my control?', and using tools like Claude routines to automate asynchronous workflows.
"Coding is no longer the bottleneck. It's lifted the ceiling of what anyone is able to do. Everything is now possible in theory. Now it's about how ambitious can you be."
"The people that seem to be doing best are taking the most initiative, getting the most practice, have the most agency. We say with high agency is also high accountability."
"I think sometimes I also see a little bit of fear. For anything that there is a fear, my advice is lean in and ask, what can I do about it? What is within my control?"