Anthropic's Felix Rieseberg scraps coding interview: "Hunger beats tenure"

Rieseberg's argument rests on a shift he describes inside Anthropic's own ranks: good test scores no longer predict who becomes a top developer, and relatively new engineers are overtaking more experienced colleagues. He traces part of that to a structural advantage — newcomers notice problems that long-time employees accepted as givens years ago. He points to organizational researcher James March's 1991 writing that organizations depend on a steady stream of naive and uninformed newcomers, and to Stripe founder Patrick Collison urging new hires to flag anything that seems strange.

His own example comes from his time at Notion, where he was asked to design an offline architecture insiders considered impossible because the data model was too complex and CEO Ivan Zhao would supposedly never accept the only workable solution. The technical hurdle was real, he says, but the founder's resistance wasn't — nobody had asked him, because everyone treated it as common knowledge. That is the gap Rieseberg wants prototypes to close: because execution used to be expensive, organizations were built so a few decision-makers could approve or block ideas, and AI changes that equation because execution is no longer expensive.

The advice has a flip side. It moves the bar for entry-level jobs away from diligence and craft toward entrepreneurial thinking, product sense, and taste — skills most universities barely teach. The engineers he holds up as models built prototypes on weekends without being asked, so "hunger beats tenure" assumes a hustle mentality that not every new developer can bring to the job.