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How do you run a time boxed open source scanner experiment?

A four week plan for managers to test an open source scanner before committing: scope, measures, an owner, stop rules and a clear decision.

Safeguard Security Team
3 min read

Pick a fixed period, a small set of repositories, one owner and a written list of success and stop criteria. Track setup effort, noise, data freshness and time spent. At the end, decide in a meeting: adopt, extend, or switch to a managed platform. Without stop rules, experiments turn into permanent, unowned tooling.

Why a time box

An open source scanner is free to start and easy to leave half installed. The expensive part, ongoing ownership, only shows after weeks. A time boxed trial surfaces it while the decision is still cheap to reverse.

Week 0: write the charter

One page, agreed with your security lead.

  • Scope: three to five repositories across at least two languages you really use.
  • Owner and backup: named people, with hours set aside.
  • Questions to answer: does it support our ecosystems, how noisy is it, how fresh is its data, how much time does it take?
  • Stop rules: for example, "if setup is not working on two repositories by the end of week one, we stop".

Weeks 1 to 3: measure

MeasureHow
Setup effortLog hours per repository
CoverageWhich lockfiles and ecosystems were read, which were missed
NoiseSample 30 findings, classify real, not reachable, wrong
FreshnessUse the lag test in our post on measuring advisory to detection lag
Developer reactionFive question survey after two weeks
MaintenanceLog time on upgrades, failures, tuning

Our guide to measuring scanner noise in a trial explains the sampling.

Week 4: decide

Hold a one hour meeting with the owner, a developer representative and the security lead. Review the measures against the charter. Choose one outcome.

OutcomeWhen
AdoptCriteria met, owner confident, yearly health check scheduled
ExtendPromising but one question open, add two weeks with a specific test
Switch to managedMaintenance or freshness gaps exceed what the team can absorb
StopNot worth it for the current stage

Avoid the usual traps

  • Testing only on a clean sample project. Use real repositories with real history.
  • Letting the enthusiast run the trial alone. Include someone who did not choose the tool.
  • Counting findings as a success. More findings may mean more noise.
  • Forgetting the exit plan. Note how you would move if you adopt and later change your mind.

After the decision

Whatever you choose, put it on a calendar: a data freshness test each quarter, a project health check each year, and a review whenever the team or the number of repositories doubles.

If you also want a managed comparison in the same period, Safeguard offers a free scan at gold.safeguard.sh/scan you can run on the same repositories.

Quick check

How many repositories should a trial include?

Three to five that represent your real languages and sizes is usually enough to expose gaps without a big commitment.

Who should make the final decision?

The engineering manager, with input from the scanner owner, a developer representative and the security lead.

Last reviewed: 19 October 2026.

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