AI ToolsJul 16, 2026, 1:54 AM

LLM Evals For Developer Tools: Useful, Correct, Safe

30-second summary

A new guide helps developers evaluate the usefulness, correctness, and safety of LLM features in their tools. The guide covers LLM-powered code suggestions and code fixes.

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LLM Evals For Developer Tools: Useful, Correct, Safe
Key takeaways
  • Developers can use a new guide to evaluate LLM features in their tools
  • The guide covers the usefulness, correctness, and safety of LLM features
  • LLM-powered code suggestions and code fixes are among the features evaluated
Full story

The integration of Large Language Models (LLMs) into developer tools has become increasingly popular.

However, it is crucial to evaluate these features for their usefulness, correctness, and safety. A recent guide provides developers with a framework to assess LLM-powered features such as inline code suggestions and code fixes.

The guide emphasizes the importance of considering the potential risks and limitations of LLMs, including bias, security vulnerabilities, and incorrect suggestions.

By following the guide, developers can ensure that their LLM-powered features are reliable, efficient, and safe to use.

Why this matters
Developers

helps them build more reliable and efficient tools

Everyone

improves the overall quality of software development

Glossary
LLM
Large Language Model, a type of artificial intelligence model
Sources · 1
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