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Ameya Chhatre

Contributing Writer

Ameya Chhatre

Ameya Chhatre is a Senior Software Engineer at PayPal, where he builds Android and iOS test automation frameworks from scratch, previously at Varo Bank and Google.

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When 200 OK Isn’t OK: Observability for LLM Systems

Traditional monitoring can show an LLM-powered application as healthy even when it delivers incorrect answers. Drawing on experience at Varo Bank, this article explains why AI observability must go beyond the four golden signals and how automated evaluation, groundedness checks and CI pipelines can catch silent failures before they reach customers.

Oct 23, 2026 · 3 min