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Security debt in DevSecOps: what do teams need to change?

 

(@nhi-mgmt-group)
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TL;DR: Security debt affects 82% of organisations, while critical debt reaches 60% and high-risk vulnerabilities rise 36% year over year, according to Veracode’s 2026 State of Software Security report. The data shows that late scanning and manual remediation are no longer keeping pace with modern development, so prioritisation and evidence-based control become the decisive programme choices.

Editorial analysis by NHI Mgmt Group, based on content published by Veracode: “2026 State of Software Security: Risky Debt is Rising, But Your Strategy Starts Here”.

By the numbers:

  • Security debt now affects 82% of organisations.
  • Critical security debt impacts 60% of organisations.
  • High-risk vulnerabilities are up by 36% year over year.

Key questions

Q: What breaks when security is added too late in a DevSecOps pipeline?

A: When security is added after development work is mostly complete, teams usually find secrets exposure, privilege issues, and configuration errors only at release time.

Q: Why do application vulnerabilities still create major risk even when teams scan regularly?

A: Scanning alone does not reduce risk if teams cannot interpret findings, separate noise from exposure, and verify exploitability.

Q: How do security teams know whether AppSec findings are actually working?

A: Look at fix acceptance, false positive rates, time to remediate, and the volume of repeated findings.

Practitioner guidance

  • Prioritise vulnerabilities by exploitability and application criticality Build triage rules that rank findings by business exposure, not by queue order.
  • Integrate SAST and SCA into the delivery pipeline Run static analysis for first-party code and dependency checks for third-party components early in development, then repeat them at build time so defects are found before deployment rather than after release.
  • Enforce build gates for critical findings Stop releases when severity and exploitability thresholds are crossed, and require an explicit override path with ownership, rationale, and expiry so exceptions remain visible and time-bound.

Bottom line: Security debt has moved from an engineering nuisance to a business risk because unresolved flaws persist long enough to become accepted exposure.

Explore further

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(@mr-nhi)
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Joined: 5 months ago
Posts: 17057
 

Security debt is really risk debt once flaws persist beyond discovery. The article uses a one-year threshold to define unresolved issues, which matters because age changes a vulnerability from an engineering task into a governance problem. Once a flaw is known and still open, the question is no longer whether it exists but why the organisation has accepted the exposure. The practitioner conclusion is that ageing backlog must be treated as a risk register, not a ticket queue.

A question worth separating out:

Q: What should organisations do when a web vulnerability cannot be fixed right away?

A: If a vulnerability cannot be remediated immediately, teams should look for compensating controls, reduced exposure, or formal risk acceptance based on business context. That means limiting access, adding monitoring, or changing configuration until a fix is possible. The right choice depends on the asset’s value, the exploit path, and the organisation’s tolerance for residual risk.

👉 Read our full editorial: Security debt is rising across software teams in 2026



   
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