Evaluate a secure coding training vendor on five things: whether it ties content to measurable outcomes per role, whether labs are hands on in your languages, how fresh the content is, what evidence it exports, and what it costs you in developer time. Trial it with real developers before you sign.
Start with your outcomes, not their catalogue
NIST SSDF task PO.2.2 lists, among its examples, documenting desired outcomes per role and measuring outcome performance. Use that as your yardstick. Write three or four outcomes first, such as "reviewers catch missing access checks" and "no new hardcoded secrets in a quarter". Then see which vendor helps you reach them.
The scorecard
Score each line 0 to 2 in a trial, then add up.
| Criterion | What to look for | Red flag |
|---|---|---|
| Role fit | Separate paths for developers, reviewers, platform staff | One course for everyone |
| Hands on labs | Exercises where the learner finds and fixes flaws | Videos with a quiz at the end |
| Stack fit | Your languages and frameworks | Generic pseudo code |
| Freshness | A visible update date; references to the current OWASP Top 10 edition | No dates anywhere |
| Assessment | Tests behavior, not recall | Pass mark reached by guessing |
| Evidence | Export of who did what and when | Screenshots only |
| Integration | Single sign on, roster sync, assignment by team | Manual user lists |
| Learner time | Short units, resumable, usable on a work day | Mandatory hour long blocks |
| Data handling | Clear statement on learner data and where it is stored | Vague privacy answer |
Questions to ask in the demo
- Show me a lab for a language we use. How long does it take?
- How do you decide when content is out of date, and who does it?
- Can I see an exported completion record and a result record, not only a dashboard?
- What happens when a learner fails a lab? Is there a retry with different data?
- How do you handle assignment by team or role from our directory?
- What do you say about learner data, retention and deletion?
- Can we pilot with a small group before we sign?
Run a two week pilot
Pick six developers across two teams. Give them the same three labs. Collect: time spent, completion, whether they could explain the fix afterwards in their own words, and their frank rating. Ask the champions to review the content for stack accuracy. A short pilot reveals more than a long sales deck.
Watch for claims that sound like proof
"Completion rates of 95 percent" tells you people clicked through. "Fewer vulnerabilities" needs a baseline from your own findings and a time window. Ask for the method, not the number. Treat any claim you cannot trace with caution, and do not repeat it internally as fact.
Decide with a short memo
Write one page: outcomes, scores, pilot results, cost in developer hours, and what you will measure at 90 days. Put a review date on it. If the program does not move your own metrics, change the plan, not just the vendor.
Where Safeguard fits
Safeguard provides SBOM and dependency scanning and policy gates, which give you real findings to base training outcomes on. You can run a free scan.
Quick check
Should we buy a platform or build labs ourselves?
Buy if you need breadth across many stacks and evidence export. Build if one or two stacks matter and you have maintainers with time to keep labs current. Many teams do both: a platform for baseline and internal labs for their own code.
Does a vendor need an industry certification to be credible?
Not necessarily. Judge the labs, the freshness and the evidence. A badge does not tell you whether your developers learn.
Sources
Last reviewed: 19 October 2026.
