Runtime Application Validation

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In Runtime Application Validation

CI Fuzz

Code Intelligence · Runtime Application Validation

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CommercialCompany

CI Fuzz, from the makers of Jazzer, integrates coverage-guided fuzzing into IDEs and pipelines.

What it does1 capability · 1 at full coverage

1 of 1 at full coverage.

Coverage-Guided FuzzingFullVALIDATE · level 4 · 4 providers

What it proves5 controls across 5 frameworks

Satisfied through its capabilities, not claimed by the vendor.

ASVS 5.01 / 17V5
S2C2F1 / 25SCA-5
SAMM 2.01 / 90V-ST-3-B
SSDF 1.11 / 42PW.8.2
Scorecard1 / 20Fuzzing

What it stops1 technique

1 techniques countered, 1 of them common

Exploitation of Known Vulnerable ComponentVery Common

Where it runs1 phase · 2 ways to deploy

Capabilities per lifecycle phase

Test1

How it is delivered

CI/CD integrationCLI tool

What it unlocks1 activity · reaches level 5

Program activities its capabilities support, reaching level 5. Supporting an activity is not completing it.

Level 5

Continuous fuzzing and public bug bountyHigh effort

How it holds up

Not assessed yet: no strengths, limits or evaluation scores. 47 of 340 products carry an assessment and 29 are scored.

What it costsPlatform enterprise agreement

LicensingPlatform enterprise agreement

Priced perannual contract

BillingSubscription

Scales withNegotiated scope (developers, assets, modules)

Total cost

Opaque list pricing; benchmark with peers and require clear overage terms.

What it takes to run

No staffing, rollout time or operational commitment recorded.

What it works with3 languages

Languages

C and C++JavaKotlin

What else to look at

No alternative, competitor or family sibling is modeled for it.

What backs this up

No measurement, incident or pipeline using it.

Gantry 7.1.0 · OFF.12 · OFF.13