Anthropic Engineering Manager Declares Coding Interviews Dead in AI Era

Anthropic engineering manager and product engineering lead Felix Rieseberg announced on X that he has eliminated traditional coding interviews for his team, stating "coding interviews are dead, at least for my team." He manages product lines including Claude.ai, Cowork, and Claude Code Desktop.

Why Traditional Interviews Fail

Rieseberg argues that AI has made execution cheap, shifting the bottleneck from implementation to idea selection and business alignment. Previously, organizations relied on layers of middle management to translate business goals into executable tasks because execution was expensive; candidates needed social capital before the organization would "bet" on them. Now, with AI tools, a single engineer can build a working prototype in a weekend, bypassing PRDs, design reviews, and cross-functional approvals.

Advice for Engineers Without Status or Power

Rieseberg offers four concrete strategies:

Align with business goals: Focus on work that advances the objectives your manager's manager is chasing, not on clearing old backlogs.

Build a radical prototype in a weekend: He has seen small teams or solo engineers skip the entire formal process by shipping a runnable demo.

Focus on one good idea: A common mistake is cramming three good ideas and twenty bad ones into a single prototype; if it requires a new language, a backend, and a mobile app simultaneously, it will fail.

Exploit fresh perspective: Newcomers have unique user empathy for product work and lack the "reasons why this is impossible" that veterans have internalized for infrastructure work.

Concrete Examples

Anthropic internal case: Two relatively junior engineers, Anthony Morris and Alice Zhao, built a working GUI prototype for Claude Code over a weekend. The first public version shipped roughly eight days later. Rieseberg notes a good GUI for a CLI tool is predictably popular.

Stripe: Patrick Collison asked new hires to watch for things that "look weird" — betting that fresh eyes spot friction veterans miss.

Notion: Rieseberg once failed to get a TV dashboard approved; a year later, new hire Ji Pei pushed the same idea and succeeded. Rieseberg realized he had become the "old guard."

Historical references: James March (1991) on organizations depending on a "steady influx of naivety and ignorance"; Orson Welles attributing his boldness to "ignorance, sheer ignorance — no confidence matches it."

Hiring for the AI Era

Rieseberg admits he has not fully defined how to interview for "people who build with AI." He currently looks for small prototypes in resumes and portfolios that demonstrate taste, empathy, collaboration, and principled thinking. He invites better suggestions.

He concludes that coding interviews will not return, comparing their demise to software engineering reaching a new abstraction layer — a shift that naturally provokes nostalgia, given how many careers were launched by mastering algorithm textbooks.

The overarching principle: "Hunger beats seniority."