Hi gophers,

I've been thinking about how AI code generation changes our security 
assumptions.

In 2026, a typical Go service has 60-80% AI-generated code. The dependency 
tree isn't curated by humans anymore - it's assembled by LLMs pulling from 
outdated training data.

This means we need new security standards. Manual review isn't enough when 
you didn't write the imports.

I just published a practical walkthrough showing how to implement one: 
automated security scanning with Trivy that blocks CVEs on every PR. Takes 
5 minutes to set up.

Article: https://medium.com/p/d91605771b04

Would love feedback from the community on:
1. Is this the right approach for AI-era security?
2. What other standards do we need to establish?

Thanks,
Cheikh

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