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Gourav Singla

Contributing Writer

Gourav Singla

Gourav Singla contributes reporting and analysis on the technology, teams and operating models behind modern software delivery.

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What You Cannot See Will Break Your LLM App: A Practitioner Guide to Production Observability

Traditional application observability was built around a simple mental model: Your code runs, metrics come out and when something breaks, the logs tell you why. Large language models (LLMs) break that model in ways that are not obvious until you have shipped one and watched it misbehave in production. An LLM-powered application can be up, [โ€ฆ]

Aug 13, 2026 ยท 3 min