Fiona Fung, lead of Claude Code and Cowork at Anthropic, explains how she restructured her engineering management workflow using autonomous Claude routines.
“Like now I just have a routine that automates all this for me. And then there's also, it's almost like before I would, you know, be able to kind of like, you know, generate some prompts, but now with routines, it's almost like I'm, you know, having an agent help me generate the, like generate the prompts and the PR. So for example, one is, Hey, keep a look on this feedback channel, you know, what are some of the themes? And then like, when I wake up, then, you know, I have a really good summary of that. And then even some like PRs that I'll be able to take a look and review.”
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More from Fiona Fung
Insight
AI tools have eliminated raw coding as the primary software engineering bottleneck
“And that's the shift that, you know, like we're seeing with cloud code and coworkers is Coding is no longer the bottleneck.”
Fiona FungJun 21, 2026▶ 8:58What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
AssertionNot checkable as stated
Entire Claude Code team checks in code, including PMs and designers
“Like now, not only engineers with, we also have designers, PMs, everybody on the Clark code team checks in code.”
Fiona FungJun 21, 2026▶ 9:11What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Disclosure
Fung manages engineers via Claude sessions connected to all repos and Slack
“The other shift that I've recently done is I actually have a quad code remote session that I enlist in all of our repos. And so this way I have full visibility into the work that everybody's doing. And this instance, he also has access to all our Slack channel…”
Fiona FungJun 21, 2026▶ 10:10What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Disclosure
Anthropic engineers use a swear word dashboard to track user frustration
“That was an engineer on the team of, hey, we should maybe track square words. I'm like, oh, that's a great idea. I remember it. I had just, you know, joined when we were having that really fun conversation. Yeah, so it's again, like, it's very interesting to k…”
Fiona FungJun 21, 2026▶ 47:52What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Insight
Fung: Engineering managers should start as ICs before managing people
“On the manager front, I think giving time for managers that join to be able to go deep and to do that before supporting people. And then they actually like end up building really great rapport with the team. Like, because if not, I think sometimes as managers,…”
Fiona FungJun 21, 2026▶ 51:48What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Disclosure
Anthropic engineers felt isolated working with AI, prompting pairwise programming lunches
“The other thing that we found interesting on the Cloud Code team is after a while we felt it could start being a lonely experience cause we all started just working with our agents so much. So recently we started maybe like a pairwise programming lunch.”
Fiona FungJun 21, 2026▶ 56:35What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
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