Google is in discussions with the San Francisco startup Mechanize about a potential deal worth over $1.5 billion, involving talent acquisition and technology licensing. According to informed sources, Google may obtain Mechanize's AI programming technology through a non-exclusive license, while also bringing in its core talent to work on model evaluation and development. This deal highlights that programming has become one of the most critical and profitable applications in the AI field, with tech giants vying aggressively for related talent and technology.

Mechanize was founded last year, with CEO Tamay Besiroglu co-founding Epoch AI, a company focused on AI model testing. The company recently secured a $9.1 million funding round, valuing it at $500 million. Its investor list includes former GitHub CEO Nat Friedman, Stripe CEO Patrick Collison, and popular podcaster Dwarkesh Patel. Its technology helps tech companies improve the coding performance of AI models, which is a key area where Google currently needs improvement—OpenAI's Codex and Anthropic's Claude Code have already captured a large number of developer users.

Hybrid Deal Models Have Become Google's Common Strategy

This is not the first time Google has used an unconventional way to acquire talent and technology. In recent years, Google has repeatedly used a "acquisition-style hiring plus technology licensing" hybrid deal model, allowing it to quickly absorb key talent while avoiding antitrust scrutiny associated with full acquisitions. When OpenAI attempted to acquire Windsurf last year, Google swiftly moved in to hire its talent and obtain a technology license. Windsurf CEO Varun Mohan now leads Google's intelligent agent coding platform Antigravity.

Similar moves include rehiring Character AI co-founder Noam Shazeer in 2024 and obtaining non-exclusive rights to his technology, although Shazeer later moved to OpenAI. Mechanize's ambitions go far beyond programming; its website clearly states that its long-term goal is to achieve full automation of all high-value jobs in the economy. If the deal is finalized, Google will gain a significant advantage in the AI programming space, making competition with OpenAI and Anthropic even fiercer.