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Peeker Is Real

By Kevin Swinson, with Claudette · November 8, 2026

On DogsPlayingPoker.ai there's a switch called Peeker. Turn it on and you see who's going to win before anyone bets. We built that cheat on purpose, so students could watch what one stolen look at the cards is worth. This fall, the same cheat turned up at real high-stakes tables, for real money.

What happened

An attacker hid remote-access software inside updates for two tools that professional players use to run many tables at once, Jurojin and IntuitiveTables. The software, MeshAgent, is a legitimate IT tool. Hidden on a player's computer, it let the attacker watch the screen live, hole cards included.

Both vendors say about 30 high-stakes players were targeted, with tampered updates going out from mid-2025 into 2026. Estimates of the take run from $1.5 million to $4 million; the real figure isn't confirmed.

How it got in

No poker site was broken into. The cheat came in through software the players trusted and updated themselves. It was caught in September, when one player asked an AI agent to look over his stats and it spotted MeshAgent running on his computer.

A rule that says "no peeking" is only a request. Unless something actually stops the peek, someone will take it.

That's the same lesson our camps teach with a deck of cards and a few lines of code. The tools you trust most are the ones worth checking.

See it, then learn it

Watch hand 2 with Peeker on at DogsPlayingPoker.ai. The crown lands on the winner before anyone bets.

Full details, and how to relive the attack: the HoldemRobots AI Training Camp. In Camps 1 and 2 you catch a cheat from the outside, then find it in the code and close the leak. Peeker, No Peeking walks through the cheat itself. It's all done on a practice table, never on a real system.

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