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Amazon employees are “tokenmaxxing” due to pressure to use AI tools

Amazon employees are “tokenmaxxing” due to pressure to use AI tools

Posted on May 12, 2026October 10, 2026 By Muhammad Safdar No Comments on Amazon employees are “tokenmaxxing” due to pressure to use AI tools
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The e-commerce group had posted team-wide statistics on AI usage by its staff, but recently limited access so that only employees themselves and managers can view their stats. Managers are discouraged from using token use to measure performance, according to a person familiar with the matter.

Meta employees have similarly engaged in so-called “tokenmaxxing” to improve their standing on internal leader boards.

The MeshClaw tool that some employees have used to increase their statistics was inspired by OpenClaw, which became a viral sensation in February. OpenClaw allows users to run agents locally on their own hardware, including computers and laptops.

Amazon’s MeshClaw can initiate code deployments, triage emails, and interact with apps such as Slack, according to people familiar with the matter.

The company said in a statement that the tool enabled “thousands of Amazonians to automate repetitive tasks each day” and was one example of the group “empowering teams” to experiment and adopt AI tools.

“We’re committed to the safe, secure, and responsible development and deployment of generative AI for our customers,” it added.

More than three dozen Amazon employees worked on the in-house tool, according to internal documents. One recent memo describing the bot said: “It dreams overnight to consolidate what it learned, monitors your deployments while you’re in meetings, and triages your email before you wake up.”

Multiple Amazon employees said they were concerned about the security risks of an AI tool that was granted permission to act on a user’s behalf. This risks situations where the agent may make errors or undertake unintended actions.

“The default security posture terrifies me,” one employee said. “I’m not about to let it go off and just do its own thing.”

© 2026 The Financial Times Ltd. All rights reserved. Not to be redistributed, copied, or modified in any way.


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More on amazon employees are tokenmaxxing due

Stay tuned for updates on amazon employees are tokenmaxxing due as the story develops. Related: Why is Meta destroying its engineering organization?.

Frequently Asked Questions

What does tokenmaxxing mean at Amazon?

Employees are inflating their AI tool usage statistics, after team-wide AI usage stats were posted and managers were told not to use token counts to measure performance.

What is MeshClaw?

It is Amazon's in-house AI tool that can initiate code deployments, triage emails, and interact with apps like Slack; it was inspired by OpenClaw and built by more than three dozen employees.

Are employees worried about MeshClaw's security?

Yes; multiple employees raised concerns about an AI tool granted permission to act on a user's behalf, with one saying the default security posture terrifies them.

What did Amazon say about the tool?

Amazon said it enabled thousands of Amazonians to automate repetitive tasks each day and was one example of the group empowering teams to experiment with AI.

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