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Developers can also move between rapid-response and longer-term projects depending on their interests and where they can contribute most effectively.

But more capacity does not mean Cubeia has eliminated bottlenecks. With AI agents producing several streams of work in parallel, the company is still trying to find the right balance of how much work an individual can manage and review.

“The bottleneck becomes the person reviewing everything. That does not mean we never review the code itself. For sensitive or critical parts of the system, we still look more closely at the implementation, particularly from an architecture, performance, security and reliability perspective. But we no longer apply that level of manual code review to everything.” Grenstad says.

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Given that women account for nearly 60% of gaming customers in the US, Klebanow argues that Japan’s IRs should instead offer environments where this demographic feels “safe and comfortable”. The key lesson from pachinko, he concludes, is therefore “not to create gaming environments that mimic them”.

Ultimately Leckert remains positive on Japan’s IR opportunity. “Stringent regulation really supports a strong industry,” she says. “I don’t see those being at odds with one another, because it’s been done very successfully elsewhere.”

Japan’s ability to lure back the world’s biggest casino developers will hinge on the regulatory framework the government unveils later this year, says Klebanow.

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Kendrick sees a warning in the history of betting exchanges. In their early growth phase, there was sufficient retail liquidity for numerous market makers to profit. As that retail pool weakened, the sharper firms increasingly found themselves trading against one another.

His analogy is a poker table at which the weaker participants sustain the game. If those players disappear, the fourth-best professional at the table can suddenly become a loser because only the three strongest remain.

The US addressable market is vastly larger and customer recruitment remains strong. Marantelli says Kalshi increased its number of clients fivefold during the World Cup, while White Swan predicts that NFL prediction markets could generate between $5 billion and $7 billion of liability in a single week.