Cross-Functional AI Adoption
How Shutterstock Builds AI-Native Engineering Teams (starred)
Deep-dive companion to the cross-company comparison: Shutterstock's ~350-engineer org, 2-pizza teams with 1 PM per 2 teams, one dedicated Tech Lead per team, and separate 6-week 'bet cycle' ML teams t…
View details →How Companies Build AI-Native Engineering Teams: OpenAI vs. Anthropic vs. Shutterstock vs. Others (starred)
Side-by-side comparison of AI-native org structures: OpenAI's small 2-4 person teams with 1:30+ PM ratios and no ceremony, Anthropic's traditional 2-pizza teams where any engineer can be tech lead and…
View details →How Anthropic Builds AI-Native Engineering Teams: Inside Patterns from the Platform Engineering Lead
Gregor interviews Katelyn Lesse, Head of Platform Engineering at Anthropic, on how Anthropic itself structures and operates AI-native engineering teams — the people who build the tools Neo's team uses…
View details →3 Myths of AI Transformation: Practitioner Learnings from Augment Code's VP of Engineering
Gregor Ojstersek shares the full recording and insights from Vinay Perneti (VP of Engineering, Augment Code) speaking at Engineering Leadership LIVE in San Francisco. Topic: the 3 most common myths te…
View details →The Org Playbook for Engineering AI Transformation: Individual Gains Don't Automatically Scale
ByteByteGo's piece on how engineering orgs translate individual AI productivity gains into organizational-scale transformation. The framing — 'individual gains do not become organizational gains on th…
View details →Fiona Fung (Claude Code/Cowork Manager): Building Culture When Roles Blur and Agents Are Everywhere
Lenny's podcast episode with Fiona Fung, Manager of the Claude Code and Cowork teams at Anthropic. Topic: how to build and lead the most AI-native engineering team in the world, and how to maintain te…
View details →Community Thread: How AI Is Changing Product Operating Models
The featured thread in the June 13 Community Wisdom digest is 'How AI is changing product operating models' — a Slack discussion among product leaders about how AI is restructuring the PM-engineering-…
View details →Building an iPhone App with Zero Technical Skills via AI — Cross-Functional Signal
A non-technical person builds a working iPhone app using Codex with no coding background. Documents the entire process including failure modes and recovery. Partly a signal about how AI tools are brea…
View details →Pinterest: #how-i-ai Slack Channel → 1,200+ Members → Company-Wide AI Coding Pathfinders
Jordan Cutler (Staff Engineer at Pinterest) describes how he started a voluntary #how-i-ai Slack channel that organically grew to 1,200+ members across functions. This led to a formal company-wide 'AI…
View details →