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Security & Open-Source Tooling

Hello community,

Integrating security tooling (vulnerabilities, static analysis, container scanning) directly into CI/CD pipelines is standard practice today, but striking the right balance between strict security posture and developer speed remains tricky.

False positives often lead to alert fatigue, while overly lax policies risk letting critical issues slip into staging/production.

For those managing production pipelines:

How do u handle severity thresholds for build breaks versus warning alerts?

What lightweight tools or solutions have given you the best signal-to-noise ratio recently?

Excited to see what strategies are working for your teams!

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