Adopt in this order: secrets scanning, dependency scanning with an SBOM, static analysis, container and infrastructure checks, dynamic and API testing, then wider posture and runtime tooling. The order follows how often each risk is exploited, how cheap the check is, and how much developer effort it needs.
Why order matters
Buying everything at once creates noise nobody can act on. The OWASP DevSecOps Guideline lists many pipeline practices and notes that teams can add automation gradually. Gradual is the point. Each new tool should arrive when the team can absorb its output.
Tooling order by stage
| Stage | Add | Reason |
|---|---|---|
| Earliest | Secrets scanning, dependency scanning | Cheap, quick, catches common exposure |
| Early growth | SBOM generation, static analysis on critical apps | Customers ask for SBOMs; code flaws begin to matter |
| Growth | Container image and infrastructure as code scanning | You now ship images and manage cloud config |
| Mid-market | Dynamic and API testing, policy gates | Public attack surface and consistency needs |
| Enterprise | Asset discovery across units, evidence automation, agent and MCP controls | Scale, audit load and AI adoption |
How to decide each purchase
Ask five questions before adding a tool:
- Which specific risk does it reduce, and have we seen it in our own data?
- Who will read its output weekly?
- Does it run where developers already work?
- Can it export data in open formats if we leave?
- Does it overlap with something we own?
Free and open source first, with limits
Open source scanners are a legitimate way to start. They tend to cost more in integration and tuning time as the number of repositories grows. Decide in advance what trigger will move you to a managed product, for example when upkeep of the open source tools takes noticeable time every week.
Common mistakes
- Buying dynamic testing before you have an inventory of what to test.
- Adding a posture tool before basic code and dependency checks exist.
- Choosing on a demo rather than a trial on your own code.
Try it yourself
Click through it at your own pace, or open it full screen.
This is the growth stage step from the table. Look at what an image scan reports that a code scan would miss.
Quick check
Is static analysis or dependency scanning first?
Dependency scanning for most teams, since it is lower effort and most application code comes from libraries. Add static analysis next.
When do we need dynamic testing?
When you run internet facing applications or APIs and have the basics in place. Before that, it will find things you cannot yet fix.
Safeguard covers SBOM and dependency scanning, reachability analysis, asset discovery and policy gates, so you can adopt in this order within one product. The free scan is a safe first step.
Sources
- OWASP DevSecOps Guideline. Paraphrased.
Last reviewed: 19 October 2026.
