alert-fatigue
Safeguard articles tagged "alert-fatigue" — guides, analysis, and best practices for software supply chain and application security.
7 articles
Why developers stop trusting AI-generated vulnerability fixes
Trust in AI-generated code fell to 29% in 2025, yet 84% of developers keep using it anyway — the gap is a UX problem, not a model problem.
How to reduce alert fatigue from vulnerability scanners
Container scanners like Trivy can return thousands of CVE findings per scan. Here's why most are noise, and how reachability and exploit data cut the list to what matters.
Developer survey: security friction in the SDLC
A new Safeguard survey of 540 developers finds most have shipped code with known security warnings, driven by alert fatigue and manual SBOM work.
Snyk integrates with GitHub Advanced Security
Snyk's scanning engine is now embedded in GitHub Advanced Security. Here's what the integration covers, why it matters, and the alert-fatigue risk it creates.
Why Alert Fatigue, Not Tool Gaps, Is the Real AppSec Bott...
AppSec teams don't fail from missing tools, they fail from thousands of unprioritized alerts. Here's why alert fatigue is the real AppSec bottleneck.
False Positives in Cyber Security: Why They Happen and How to Cut Them
A scanner that cries wolf gets ignored. Here's why false positives pile up in security tooling and the concrete changes that actually reduce them.
True Positives vs False Positives in Cyber Security
A true positive is a real finding your tools caught correctly; a false positive is noise that looks like a finding but isn't — and the ratio between them decides whether your security program gets trusted or ignored.