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Tag - AI

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AI Agents Need a Different Kind of Testing: skUnit

June 28, 2026
by Mehran Davoudi
3 min read
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One of the biggest mindset shifts when building AI applications is realizing that traditional unit testing isn't enough. When we test regular software, we usually verify outputs. Assert.Equal(4, calculator.Add(2...

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  • Management Philosophy

The Untold Story Behind CrystaCode

December 20, 2025
by Mehran Davoudi
2 min read
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Over the past year, something kept happening that I couldn’t ignore.Lots of people were asking me the same thing: Can you help us build a conversational AI for our business? At first, it felt flattering.Then it became a...

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  • Management Philosophy
  • Programming Philosophy

Will AI Replace Developers?

August 24, 2025
by Mehran Davoudi
2 min read
1 Comment

The question isn’t whether AI will replace developers, it’s which developers it will replace. At CrystaCode, we’ve been experimenting with integrating GitHub Copilot into our daily workflows. The results have been...

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