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Coinbase Is Building AI Agents Modelled After Its Former Executives and Plans to Have More Bots Than Humans

Two AI agents based on co-founder Fred Ehrsam and former CTO Balaji Srinivasan are already fielding questions on Slack and email, as CEO Brian Armstrong signals a future where automated colleagues outnumber flesh-and-blood staff.

By Tom Chen··3 min read
Coinbase Is Building AI Agents Modelled After Its Former Executives and Plans to Have More Bots Than Humans

Key Points

  • Two AI agents based on co-founder Fred Ehrsam and former CTO Balaji Srinivasan are already fielding questions on Slack and email, as CEO Brian Armstrong signals a future where automated colleagues outnumber flesh-and-blood staff.

Coinbase has begun deploying AI agents modelled after former executives that interact with current employees through Slack and email — and CEO Brian Armstrong says the company expects to eventually have more AI agents than human workers.

The first two agents are based on co-founder Fred Ehrsam and former chief technology officer Balaji Srinivasan. The Ehrsam model provides strategic feedback on product and business decisions; the Srinivasan model is oriented toward innovation and creative problem-solving. Both operate within Coinbase's internal communication tools as though they were any other colleague — employees can message them, ask for opinions on proposals, and receive responses shaped by the executives' documented thinking and public output.

Armstrong described the rollout as a "good start" on Sunday and said the company plans to expand the initiative so that any employee can create agents modelled after other staff members. The ambition is explicit: Coinbase wants a workforce where AI agents handle an increasing share of decision support, strategic analysis, and operational tasks that currently require human judgment.

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The announcement lands in a crypto industry that is already being reshaped by autonomous agents. AI agents now account for 58 per cent of all cryptocurrency trading volume, according to industry data, with daily active on-chain agents exceeding 250,000 in early 2026 — a fourfold increase from the prior year. Coinbase itself laid the groundwork in February when it launched Agentic Wallets, infrastructure designed to let AI agents execute autonomous transactions without a human clicking "confirm." The internal deployment of executive-modelled agents is the logical next step: if bots can trade, they can also strategise.

The choice of Ehrsam and Srinivasan is telling. Ehrsam co-founded Coinbase with Armstrong in 2012 and served on the board after stepping back from day-to-day operations; his strategic instincts shaped the company during its formative years. Srinivasan — who joined Coinbase as CTO in 2018 when the exchange acquired his startup Earn.com — is known for contrarian thinking and a prolific public output that gives an AI model plenty of training material. One Coinbase engineer told The Block that discussing a new idea with the Srinivasan agent "helped crystallise" his vision, though the company has not published metrics on how frequently the agents are consulted or whether their advice has measurably improved outcomes.

There are obvious questions about what this means for Coinbase's human workforce. Armstrong has been candid about his belief that AI will transform employment at the company; his statement that bots will outnumber humans is not a distant aspiration but a near-term operational goal. Coinbase employed roughly 3,500 people at the end of 2025 after several rounds of layoffs that cut the headcount from a peak of nearly 5,000. Whether the AI agent expansion represents a replacement for future hires, a substitute for the roles already eliminated, or genuinely additive capacity remains an open question — one that Armstrong has not directly addressed.

The broader implications extend beyond a single company. If the largest US-listed crypto exchange demonstrates that AI agents can meaningfully substitute for senior strategic input, the model will spread. Crypto firms — already leaner than their traditional finance counterparts — have fewer institutional barriers to replacing human roles with automated systems. The technology to do so is now available off the shelf; what Coinbase is testing is not whether it works but whether an organisation can trust it at scale.

Armstrong's vision connects to a thesis he has been articulating publicly since March, when he posted on X that "very soon there are going to be more AI agents than humans making transactions" and that those transactions would run on crypto rails. The agentic economy, in his framing, could eventually exceed the human economy in size — a claim that is impossible to verify but directionally consistent with the trajectory of automated trading, DeFi interactions, and now internal corporate decision-making.

Coinbase's share price closed Friday at $178.42, down 31 per cent from its January high. The AI agents have not yet been asked for their opinion on that.

MiningPool content is intended for information and educational purposes only and does not constitute financial, investment, or legal advice.

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