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How to Build a Custom AI Quality Gate on Cloud Run (From Zero to Production)

DEV Community·Alexander Tyutin·29 days ago
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#demo#ai#architecture#code#gate#quality
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In my previous article about treating architecture documentation as a first-class asset, I had a great discussion in the comments about enforcing architectural rules. I promised to share materials from my recent Google Developer Groups workshop. The workshop is now finished! Here is the story of how I built an AI Quality Gate, how it helped me solve the internal "CEO, CTO, CFO, CISO" conflict, and a summary of the live demonstration. Playground repositories with source code: Quality Gate PoC CheckMe Repo #1 CheckMe Repo #2 CheckMe Repo #3 The Backstory: Mentoring and the "CEO, CTO, CFO, CISO" Conflict I work as a DevSecOps engineer, but in my free time, I mentor for Technovation Girls, a global program that helps young women learn tech and STEM. Because we always need more IT mentors, I built an AI mentor bot to help the students. Building this bot had two big challenges: Safety: Because children use it, it had to be completely safe from AI hallucinations.…

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