Proof, not promises
The evidence behind Shield
Security tools are easy to claim and hard to verify. Everything here is public and reproducible — re-run the numbers yourself.
OWASP Benchmark
0.582Youden’s J score
The industry-standard OWASP Benchmark v1.2, 2,740 test cases, scored with every per-category number published — plus the exact command to re-run it yourself.
ExploreReproducible research
Raw datamethod + numbers
Security studies from the team behind Shield, each with the method and the raw numbers so you can reproduce every result rather than take our word for it.
ExploreHonest comparisons
Balancedincl. where we lose
Factual, public-info comparisons against established tools — including the dimensions where a competitor is the stronger choice. No cherry-picking.
ExploreThe rule catalog
341SAST rules
Every detection rule Shield ships is documented on its own page — what it catches, the languages it covers, and why it matters.
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