Crypto Exchanges
By Steven Anderson
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What 95% Actually Means on the Ground. Let's be clear about what Coinbase is and isn't saying.
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Humans Aren't Going Anywhere. Coinbase is pretty direct on one thing: high-agency humans are still essential.
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Competitive Edge or Necessary Bet. The crypto sector moves fast. Really fast. New protocols, new regulatory pressures, new…
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Coinbase just dropped a number that's hard to ignore. Over 95% of its code is now written with AI assistance — a figure that would've seemed absurd at a major crypto exchange…
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Rob Witoff from Coinbase put it plainly: AI is crucial for execution tasks inside the company. That framing matters. Execution, not strategy. Routine, not judgment.
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Let's be clear about what Coinbase is and isn't saying. The 95% figure covers code written with AI assistance, not code written entirely without human involvement.
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The speed implications alone are significant. Traditional software development at a company Coinbase's scale means hundreds of engineers writing, reviewing, and debugging…
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Coinbase is pretty open about the tradeoff, though. AI-generated code still has to meet the company's security standards and internal protocols.
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Coinbase is pretty direct on one thing: high-agency humans are still essential. That's the phrase the company uses — high-agency. It's a deliberate choice of words.
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That's probably the right framing for where AI tooling actually sits right now. Models can write solid code.
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Read also: Coinbase Smart Wallet Update Targets Multi-Chain dApp Confusion for Base Users
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So what does the workforce look like when 95% of your code is AI-assisted? Coinbase didn't get specific about headcount or hiring plans.
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And that's not unique to Coinbase. Across the broader tech and crypto industry, AI coding tools have moved fast from novelty to standard practice.
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The crypto sector moves fast. Really fast. New protocols, new regulatory pressures, new competitors — the development pace that exchanges have to maintain is brutal.
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Coinbase's bet is that combining AI-driven speed with human strategic oversight gives it an edge over competitors still running more traditional development pipelines.
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