Secure AI-Generated Code at the Speed of Development
Using AI to accelerate software delivery solves one problem - coding time - but it creates a new challenge: securing code that humans didn't write.
Waratek IAST provides the critical safety net for AI-driven development:
AI-generated code often introduces subtle vulnerabilities, insecure defaults, and complex logic flaws that traditional security tools struggle to detect and humans struggle to review.
- Eliminate AI Hallucinations: Validate that AI-suggested libraries and coding patterns are secure within your specific runtime environment.
- Zero-Gap Coverage: Waratek IAST monitors the actual behavior of the code, catching real vulnerabilities as they manifest during execution that other testing tools miss due to lack of runtime visibility.
- Developer-First Feedback: Provide your team with instant, high-fidelity alerts with context-rich metadata. If the AI writes a vulnerability that is exploitable, Waratek finds it during the first test run, complete with the stack trace needed to remediate it.
Waratek IAST Outperforms the Rest
- SAST (Static Analysis): Scans dead code, resulting in high false-positive rates and "vulnerability fatigue" for developers. It cannot see how code behaves in production.
- DAST (Dynamic Analysis): Acts as a "black box" that crawls the outside of an app. It misses deep logic flaws and provides no code-level visibility for fixes.
Why is Waratek IAST a more accurate testing tool?
Waratek IAST outperforms traditional SAST and DAST by monitoring the application during actual execution. This "Interactive" approach eliminates the noise of false positives, allowing developers to focus on real risks.
Industry-Leading OWASP Benchmark Results
Waratek IAST consistently achieves a perfect score on the OWASP Benchmark.
- True Positive Rate: 100% (Every vulnerability detected)
- False Positive Rate: 0% (No wasted developer time)
- OWASP Score: 100 (The highest possible accuracy rating)
100%
True Positive Rate
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False Positive Rate
100
OWASP Score
Key Benefits for DevSecOps
- No Source Code Access Required: IAST analyzes the compiled bytecode/binary, making it indifferent to whether a human or an LLM wrote the original source code.
- Reduced OpEx: Eliminates 30-40% of manual testing hours.
- Zero-Scan Time: Continuous security feedback during functional testing.
- Zero Friction: Developers stay in the flow; no context switching for scans.
- Full Stack Traceability: Instant identification of vulnerable code paths.
- Automated Remediation Guidance: Actionable insights for rapid fixing.
- Faster TTM: Secure by Design that prevents late-stage release blockers.