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# Ep. 11: Enhancing Go Code with Effective Application Layer Tests

**[Ardan Labs](https://daily.dev/sources/ardlbs)** · 3 min read · 13 upvotes · 0 comments

## Summary

Learn how to enhance Go code with effective application layer tests that ensure comprehensive coverage, manage dependencies, and handle context for better software quality. Strategies include organizing tests at the domain level using subtests and setting up mock APIs to ensure seamless component interaction and robust error handling.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.ardanlabs.com/blog/2024/07/proper-prompt-formatting-for-enhanced-ai-model-performance-ep-11.html>

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---

Tags: [#cicd](https://daily.dev/tags/cicd), [#general-programming](https://daily.dev/tags/general-programming), [#golang](https://daily.dev/tags/golang), [#testing](https://daily.dev/tags/testing)

[View this post on daily.dev](https://daily.dev/posts/ep-11-enhancing-go-code-with-effective-application-layer-tests-um6tpzimh)

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