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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. LLMs are their own beast Unit testing involves asserting predictable outputs for defined inputs, but this obviously cannot be done with LLMs. With LLMs, you might not. Sound at all familiar?

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LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. LLMs are their own beast Unit testing involves asserting predictable outputs for defined inputs, but this obviously cannot be done with LLMs. With LLMs, you might not. Sound at all familiar?

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Technology Trends for 2023

O'Reilly Media - Ideas

In 2021, we saw that GPT-3 could write stories and even help people write software ; in 2022, ChatGPT showed that you can have conversations with an AI. Now developers are using AI to write software. Developers, both new and experienced, are learning them on the job. A lot has happened in the past year.

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