Disclosure certainty 4/5 debate potential 2/5

Anthropic replaced six-month roadmaps with lightweight, monthly just-in-time planning

Fiona Fung · What happens after coding is solved? | Fiona Fung (Claude Code & Cowork) · Jun 21, 2026 · at 1:24:42

Fiona Fung, engineering lead at Anthropic for Claude Code and Cowork, explains how rapid AI shifts forced her team to drop multi-month roadmaps for monthly planning.

0:00 / 0:30exact quote · 30.3s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“I think six months was too long. So now for sure some projects will take more than a month, but we try to do like a month planning, like really lightweight. Actually, there's not even dots. It's really just Also hunting on a little spreadsheet of what we think is important, but even that when I'm kind of thinking through, Hey, like every week we should probably still keep a, like what we're trying is here are the month's priorities and we're gonna try it out. But I have a feeling like every week we'll probably want to do really quick, like, Hey, just to check. Yep. This is the, still this month's priorities.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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 Fung Jun 21, 2026 ▶ 8:58 What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Assertion Not 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 Fung Jun 21, 2026 ▶ 9:11 What 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 Fung Jun 21, 2026 ▶ 10:10 What 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 Fung Jun 21, 2026 ▶ 47:52 What 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 Fung Jun 21, 2026 ▶ 51:48 What 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 Fung Jun 21, 2026 ▶ 56:35 What happens after coding is solved? | Fiona Fung (Claude Code & Cowork)
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 300 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.