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19/08/2026 3:38 pm
TL;DR: The EU Cyber Resilience Act and related liability shifts are turning software security from a best-effort audit exercise into a continuous, provable operating obligation, according to Pixee. AI-assisted development and long remediation cycles make manual processes structurally inadequate, and the practical problem is not tooling volume but whether teams can disposition findings, prove decisions, and ship fixes fast enough to sustain compliance over a product’s support period.
NHIMG editorial — based on content published by Pixee: Regulators Will Require What You Can't Do Manually
By the numbers:
- 50 scale, ne 50 scale, monthly security findings have risen roughly tenfold, showing how quickly review queues can outpace manual handling.
- The average time to fix a flaw has reached 252 days, far beyond what a continuous support-period obligation can tolerate.
Questions worth separating out
Q: How should security teams implement continuous vulnerability handling in software delivery?
A: Treat vulnerability handling as a closed-loop process, not a reporting task.
Q: Why do SBOMs fail as a standalone security control?
A: An SBOM shows what components are present, but not whether their vulnerabilities are exploitable or remediated.
Q: What breaks when remediation is slower than finding new flaws?
A: The programme accumulates compliance debt.
Practitioner guidance
- Implement evidence-first triage Require every high-priority finding to carry a reachability decision, a rationale, and a timestamped disposition before it leaves the queue.
- Measure fix-rate against find-rate Track how quickly validated issues are merged and released relative to the pace at which new findings arrive.
- Bring identities into the software control loop Review who can modify code, approve fixes, rotate secrets, and publish builds, then align that access with the same continuous evidence standard used for vulnerabilities.
What's in the full article
Pixee's full article covers the operational detail this post intentionally leaves for the source:
- How the CRA, NIS2, and product liability changes map to concrete software producer obligations
- The distinction between an SBOM snapshot and an ongoing vulnerability-handling process
- How exploitability analysis and context-aware pull requests work in practice
- Why the article argues that compliance depends on a durable evidence trail rather than documentation alone
👉 Read Pixee's analysis of continuous software security obligations under the CRA →
Continuous software security obligations: what AppSec teams must change now?
Explore further
19/08/2026 4:18 pm
Continuous software security is becoming an evidence problem, not a scanning problem. The article is right to frame the shift as operational, because modern obligations depend on proving what was found, what was discarded, and what was fixed. In identity and access terms, the same logic underpins lifecycle governance: if you cannot show decision history, you do not have control. Practitioners should judge AppSec maturity by the quality of its evidence trail.
A question worth separating out:
Q: Who is accountable when software security obligations are continuous?
A: Accountability sits with the producer, not with the scan tool or the auditor. The organisation that ships the software must be able to show ongoing vulnerability handling, defensible dispositions, and timely fixes. Where build, secret, and release access are involved, IAM and PAM owners become part of that accountability chain.
👉 Read our full editorial: Continuous software security obligations are replacing best-effort AppSec
