TL;DR: Annual penetration testing is too slow for modern release cycles, and Escape argues that teams need two separate streams: an automated baseline for breadth and deep testing for business logic and authorization paths, with OWASP SAMM and NIST SSDF used as the operating frame. The real control problem is no longer test volume but program plumbing, because triage ownership, remediation routing, and retesting determine whether findings become fixes.
Editorial analysis by NHI Mgmt Group, based on content published by Escape: “How to build a continuous pentesting program”.
Key questions
Q: What breaks when penetration testing stays limited to narrow scopes?
A: Teams miss adjacent systems, federated access paths, and integration points that attackers can chain together after the first compromise.
Q: Why do broad automated checks need to be separated from deep manual testing?
A: Broad checks are good at finding the same classes of weakness across every release, such as exposed dependencies or leaked secrets.
Q: What do security teams get wrong about runtime penetration testing?
A: They often focus on what the model can find and ignore what the model is allowed to do.
Practitioner guidance
- Split testing into two operating streams Run a scalable baseline on every build for repeatable checks, and keep a separate deep-testing stream for business logic, authorisation and multi-user abuse cases.
- Make the baseline blocking before release Require the automated stream to run before merge or deployment so no release bypasses DAST, dependency review, secret scanning and replay of prior findings.
- Assign one named triage owner Give one person clear responsibility for sorting findings, setting severity and pushing each issue to the team that owns the affected code.
Bottom line: Continuous penetration testing fails when organisations ask one workflow to deliver both broad regression coverage and deep application reasoning.
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Continuous penetration testing is a programme design problem before it is a testing problem. The article is right to frame headcount as the wrong lever, because the limiting factor is not how many people are available but how the work is divided. When breadth and depth live in one queue, the programme degenerates into a report factory. Practitioners should treat cadence, ownership and retesting as core control decisions, not administrative detail.
A few things that frame the scale:
- 74% of all breaches included the human element, through error, privilege misuse, stolen credentials or social engineering, according to Verizon's 2023 Data Breach Investigations Report.
A question worth separating out:
Q: How do you know if continuous testing is actually working?
A: You should see faster conversion from raw findings to confirmed risk, fewer disputed remediation priorities, and clearer evidence that validation is happening between assessment cycles. If the programme still relies on quarterly snapshots to tell you what is exploitable, it is not continuous in operational terms.
👉 Read our full editorial: Continuous penetration testing works when breadth and depth split