Google in talks on $1.5 billion-plus deal for coding startup Mechanize

Google is in talks to hire talent from AI coding startup Mechanize and license its technology in a deal valued at over $1.5 billion, four people familiar with the discussions said. The San Francisco startup trains AI agents to write software, a segment where Alphabet has trailed OpenAI and Anthropic.

"Our current focus is software engineering, but our long-term goal is the full automation of valuable work across the economy," Mechanize's website reads. The deal, which is in progress and subject to change, would bring Mechanize's team into Google's model evaluation and development work, one person familiar with the matter said.

Mechanize launched last year with backing from former GitHub CEO Nat Friedman, Stripe CEO Patrick Collison, and podcaster Dwarkesh Patel. It raised $9.1 million at a $500 million valuation earlier this year. CEO Tamay Besiroglu previously cofounded Epoch AI, a research group focused on testing AI models.

The talks show how coding has become one of the most lucrative applications of AI. OpenAI's Codex and Anthropic's Claude Code have captured developer customers while Google's Gemini has struggled to match them. Google has used similar hybrid structures before — last year it acquired Windsurf's talent and licensed its tech after OpenAI tried to buy the startup, and in 2024 it rehired Character AI cofounder Noam Shazeer with non-exclusive rights to the startup's technology.

The deal structure reflects a broader shift in how Big Tech acquires AI capability. Rather than full acquisitions that draw antitrust scrutiny, Google has increasingly structured transactions as talent hires paired with technology licensing. Windsurf's CEO, Varun Mohan, now leads Google's Antigravity, an agentic coding platform built on the licensed technology. The approach lets Google access technology without the regulatory review a full acquisition would trigger.

The AI coding market has become a battleground. SpaceX confirmed in June it would acquire Cursor, the AI coding startup, for $60 billion, according to Business Insider. That valuation shows the strategic value investors place on developer tools that automate software engineering.

Mechanize's technology helps tech companies improve the performance of their AI models at coding tasks. The startup's broader ambition extends beyond software — its stated goal is to automate valuable work across the economy.

For Alphabet, the deal would add specialized talent to a division that has faced criticism for falling behind in AI coding. Google's Gemini models have been mocked by rivals for delays, while OpenAI and Anthropic have built loyal developer followings with Codex and Claude Code. The competition carries real revenue implications: developer tools that automate coding are among the fastest-growing segments of the AI market, with Cursor's $60 billion price tag setting a benchmark for how much investors will pay for a leading coding agent.

Alphabet shares have been pressured as investors weigh the company's AI spending against competitive losses in developer tools. The Mechanize deal, if completed, would mark Google's intent to defend its position in a market where Cursor's $60 billion valuation and OpenAI's and Anthropic's developer traction have raised the stakes. Google declined to comment on the talks; Mechanize declined to comment.

This article is for informational purposes only and does not constitute investment advice.