LLMs Demand Observability-Driven Development
Honeycomb
SEPTEMBER 20, 2023
Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Neural nets are also inherently stochastic, because GPU calculations around floating point operations are inherently nondeterministic. Latency is often unpredictable.
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