DX Perspective: The AI Paradox, Swimming Against Hard Edges, and Rewiring Software Delivery

Hi all —

Here’s your weekly dose of DX Perspective: what I’m noticing, saving, and thinking about as design (and leadership) gets rewired for an AI-native world. If something here makes you pause, forward it to a friend and tell them why.

• WTF is an AI-native org anyways? Let’s compare Airbnb & Meta’s opposing plans. | Product Impact — Meta’s Q1 2026 profits hit a record $26.8 billion. Eight thousand layoffs are planned for May 20. Employees describe the mood as “horrifically, historically low.”

• The AI paradox: More automation, more humans, more work — Dan Shipper is the co-founder and CEO of Every, a media and software company that’s become a living laboratory for the future of work. Everyone at his company of about 30 people is an AI early adopter; from editors to ops people, they use AI to do much of their work.

• Swimming Against Hard Edges — How I work now just doesn’t feel like moving water through pipes - but more like swimming in it. More chaotic but more efficient at the same time.

• What Matters When Anyone Can Build — We grew up being told the future belonged to those who could code—that vision mattered, but the real advantage was knowing how to bring it to life. That version of the future is fading, as the distance between imagination and reality has all but disappeared.

• Rewiring software delivery for the agentic era — At 9:00 a.m., a product owner logs in to review overnight progress on a solution her team is working on. She sees that a feature has moved from structured requirements to tested code.

• Design enters its frenemies era — It was the shock that the design world didn’t see coming, but should have. In mid-April, Anthropic, the maker of Claude, launched a stand-alone design tool called Claude Design.

• Demis Hassabis: We’re Three Quarters of the Way to AGI — Demis Hassabis on the path to AGI.

• Brian Lovin (Notion) x Joey Flynn (OpenAI) on the myth of the design founder — A conversation about what founders, design, and product building look like in an AI-accelerated era.

• How This 5x Founder Runs His Startup Solo With AI Agents (OpenClaw, Codex, Devin) — A walkthrough of what “solo with agents” actually looks like in practice.

• The Claude Code Setup for Non-Technical PMs That Nobody Shows You — A practical setup tour aimed at non-technical PM workflows.

• Andrej Karpathy: From Vibe Coding to Agentic Engineering — Karpathy on the shift from vibe coding to agentic engineering.

• Katarina Batina - Making big bets with design — Katarina Batina on decision-making and big bets through design.

• Leading with Perspective E08: Larry McGrath — ReD Associates — What makes a conversation feel natural rather than scripted? What kills it in three seconds? What makes someone feel understood versus processed?

• Stanford HAI Launches AI and Organizations Lab to Study Science of AI in the Workplace — The new center will examine AI’s real-world impacts on jobs, teams, and organizational performance. The Stanford Institute for Human-Centered AI (HAI) today announced the launch of the AI and Organizations Lab, a new research center that will establish an empirical science of how AI transforms workplace coordination and organizational performance.

• Sam Altman and Dario Amodei are both walking back their AI jobs apocalypse prophecies as they eye blockbuster IPOs — Two of the most influential CEOs in tech spent the last year warning that AI would gut white-collar employment. Now they’re admitting they were wrong, joining other leaders like Goldman Sachs CEO David Solomon in casting doubt on an AI job apocalypse.

• Effective context engineering for AI agents — After a few years of prompt engineering being the focus of attention in applied AI, a new term has come to prominence: context engineering. Building with language models is becoming less about finding the right words and phrases for your prompts, and more about answering the broader question of “what configuration of context is most likely to generate our model’s desired behavior?”

• Under the River - Shopify — It’s a strange time to be working in developer tools. Things we were doing six months ago don’t make sense anymore.

• What The System Rewards

• How You Operate Is the Strategy

• What I No Longer Believe About Design Leadership

• The Operating System Behind Intelligent Products

• When Design Becomes Infrastructure

• Design Is Moving to the Front of the Stack

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I created an AI version of myself using SuperMe. Curious what I’d say about your biggest design challenge? Find out.

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And please give me feedback. Which content is your favorite? What do you want more or less of? Other suggestions? Please let me know.

Have a great weekend.

Rachel