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Dev.to
7/5/2026
The original title is "Testing AI Agents in .NET with skUnit: Step-by-Step"

The original title is "Testing AI Agents in .NET with skUnit: Step-by-Step"

Original: Testing AI Agents in .NET with skUnit: Step-by-Step

Short summary

skUnit is a .NET testing framework that uses semantic assertions instead of exact text matching to solve the non-deterministic LLM output problem. Best practice separates LLM responsibility (language understanding) from business logic (deterministic rules). The framework enables Markdown-based test scenarios with repeated execution to catch flaky tests.

  • Semantic assertions verify behavior instead of exact text, solving AI test flakiness
  • Architecture pattern: keep LLMs focused on language understanding, move business rules to code
  • Markdown-based scenarios with repeated execution ensure reliable agent behavior

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