Inside the tiny Anthropic team designed to kill bad ideas fast and keep starting over
Anthropic Labs built some of the company's biggest hits, like Claude Code. Cofounder Ben Mann lays out his team's efforts and changing ambitions.
Anthropic Labs, a small team of around 20 employees, is tasked with rapidly prototyping new AI ideas and pivoting as needed. Led by cofounder Ben Mann, the team is responsible for products like Claude Code and the Model Context Protocol. Mann likened Anthropic's Labs to Bell Labs and Google's Area 120 and X, which have been incubators for groundbreaking technologies.
The team operates in two-week cycles, evaluating prototypes and either refining or discarding them. Successful ideas, such as Claude Code, are then integrated into broader products. Anthropic Labs' unique advantage lies in its proximity to the company's cutting-edge AI research, allowing the team to quickly respond to advancements.
As Anthropic prepares to go public, Labs will play a crucial role in translating frontier AI models into market-ready products. The team's rapid, iterative approach to product development could help Anthropic maintain its competitive edge in the rapidly evolving AI landscape.
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