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Before the CVE: The 14 Software Families AI Will Target First
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Product
Runtime Prevention
Stop malicious code execution before it ever runs. CVE or no CVE.
Runtime ADR
Detect and respond to application attacks with deep application-level forensics.
Runtime SCA
De-prioritize 99% of vulnerabilities - and get actionable remediation plans for the rest.
Runtime Gatekeeper
Predict and block risky applications before they ever reach production.
Runtime AI-Agents
See every agent. Eliminate rogue and shadow AI agents.
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ADR vs EDR
Comparisons
Raven vs EDR
EDR stops at infrastructure. Raven ADR understands the application running on it.
Raven vs WAF
WAFs guard the perimeter. Raven observes behavior at runtime and shows the exact code, library, function, and call chain behind it.
Raven vs SCA
Traditional SCA lists vulnerable packages. Raven SCA shows what is actually executed and reachable, so your team can fix what matters and ignore the rest.
Raven vs RASP
RASP sits inside the app and can create friction. Raven delivers runtime application protection without code changes or injection.
Raven vs ASPM
ASPM organizes AppSec findings. Raven prevents abnormal execution at runtime before malicious code executes.
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Solutions
Internet Facing Applications
Prevent exploits and malicious code from ever running inside the application.
Database Protection
Prevent SQL injection at execution time - before malicious queries ever reach the database.
Application-Aware Cloud Threat Hunting
Hunt threats using real application execution - not just infrastructure signals.
High-Compliance Environment
Runtime enforcement for regulated industries.
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Pricing
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Resources
Blog
Practical insights on runtime application security, ADR, open-source risk, and modern exploits.
Resources Center
Tools to help security teams understand and reduce application-layer risk.
Glossary
Quick explanations of key terms and concepts in modern application security.
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Blog
Fundamentals
August 28, 2026
Software Composition Analysis vs Static Code Analysis: Which Should You Implement First?
Limited budget or time for one AppSec tool? Compare software composition analysis and static code analysis by what actually determines which to deploy first
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Fundamentals
August 28, 2026
Limited budget or time for one AppSec tool? Compare software composition analysis and static code analysis by what actually determines which to deploy first
Read more
Incident Analysis
August 27, 2026
Meta description: A new Log4j deserialization bypass can enable RCE under specific conditions. See how AI found issue #4255 first—and how Raven blocked it without a CVE.
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Incident Analysis
August 11, 2026
The whole industry hardened the install step. Nearly 800 malicious npm packages just walked past it — into the one place nobody’s watching.
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Fundamentals
August 7, 2026
ASPM unifies application risk from code to production in one prioritized view. Learn what ASPM is, how it works, and where runtime prevention fits in.
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Fundamentals
August 6, 2026
Compare the top static code analysis tools in 2026, including SonarQube, Checkmarx, Semgrep, Snyk Code, and more. Learn what SAST finds and what it misses.
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Fundamentals
August 5, 2026
Compare open source SBOM tools like Syft, Grype, and Trivy alongside enterprise platforms. Learn how to choose the right tool for your stack.
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Fundamentals
August 4, 2026
Malicious code is any program written to damage, steal, disrupt, or hijack execution. Learn how it enters applications and how runtime prevention stops it.
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Incident Analysis
August 3, 2026
See how an OpenAI agent used HDF5 and Jinja2 to breach Hugging Face—and why runtime security must look beyond known CVEs to library capabilities.
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Fundamentals
August 1, 2026
Application security vulnerabilities range from injection to zero-day exploits. Learn the key types and how runtime prevention stops them.
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