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AI token spending out of control – what’s next?

AI token spending out of control – what’s next?

Posted on April 23, 2026October 10, 2026 By Muhammad Safdar No Comments on AI token spending out of control – what’s next?
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Hello from Florida – today and tomorrow, I’m at React Miami. I’ve always wanted to attend this conference, and finally made it happen. If you’re around, say hi!

(L-R): Myself, NeetCode founder, Navdeep Singh, & YouTuber & Twitch streamer, ThePrimeagen at React Miami

Let’s get to today’s topics:

  1. New trend: token spend breaks budgets – what next? In the past 2-3 months, spending on AI agents has exploded at many tech companies, and the ramifications of this are starting to dawn on engineering leaders. We’ve sourced details from 15 companies, including the different ways they are coping with this realization.

  2. New trend: more AI vendors can’t keep up with demand. Related to massively increased spending, GitHub Copilot and Anthropic are starting to limit less-profitable individual users, so they can serve business users whose spend has easily 10x’d in the last few months. The exception is OpenAI and Codex.

  3. Morale at Meta hits all-time low? Business is booming but devs at Meta are furious and worried due to looming layoffs, and an invasive tracking program rolled out to all US employees.


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More on ai token spending out of control

Stay tuned for updates on ai token spending out of control as the story develops. Related: ROI, Code Review, and Hiring.

Frequently Asked Questions

Why are AI token costs suddenly breaking budgets?

In the past two to three months, spending on AI agents has exploded at many tech companies, and engineering leaders are only now grasping the ramifications, based on details sourced from 15 companies.

How are AI vendors responding to surging demand?

GitHub Copilot and Anthropic are starting to limit less-profitable individual users so they can serve business users whose spending has grown roughly tenfold in recent months.

Which AI vendor is the exception to the limits?

OpenAI and Codex are the exception, not currently limiting users the way Copilot and Anthropic are.

What else is happening at Meta according to the piece?

Business is booming but developer morale has hit an all-time low amid looming layoffs and an invasive tracking program rolled out to all US employees.

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