2 articles/Blog

What we learn running AI agents in the real world.

Engineering deep-dives, deployment post-mortems, and industry notes from the team keeping 15k+ ATMs and 68k+ towers online.

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Engineering7 Oct 2026/1 min read

What actually breaks when you put AI agents on 15,000 ATMs

Dispatch reliability is not a model problem. After a year of running autonomous dispatch across 15k+ ATMs, almost every incident traced back to the boring layers underneath.

Avishkar Engineering
Platform Team
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