Static tools generate noise
They flag patterns, not exploits. Engineers drown in false positives while real attack paths slip through untouched.
Why Traditional AppSec Falls Short
Manual testing doesn’t scale
Point-in-time testing can’t keep up with daily code changes. New vulnerabilities appear faster than humans can find them.
Most APIs are under-protected
Attackers exploit real API behavior, not specs. Most tools stop at validation and never test how APIs actually break.
Autonomous Security
Testing That Proves Risk
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Behavioral fuzzing paired with symbolic executionExplores real execution paths and reachable edge cases.
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Every finding includes proof of vulnerabilityReproducible evidence, not theoretical risk or pattern matches.
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Zero false positives, by designIf it can’t be exploited, it doesn’t get reported.
Find Defects Before They Ship
Autonomous Test Creation
Automatically generates thousands of tests across real code paths.
Artifact-Based Testing
Test Docker images and binaries directly, with no source changes.
Actionable Results
Reproduction steps, stack traces, and severity for every finding.
CI/CD Native
Runs continuously alongside your pipeline, not as a one-off scan.
Continuous Testing for APIs
Real Attack Simulation
Tests API behavior as attackers see it, not just schemas or specs.
REST & gRPC Coverage
Modern protocol support out of the box for complex APIs.
OWASP-Mapped Findings
Results aligned to OWASP API Top 10 and CWE for clear risk context.
Shift-Left Testing
Catch API vulnerabilities early in development.
How It Works in Your Pipeline
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Connect your code or APIs
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Generate autonomous tests
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Execute continuously as systems evolve
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Prove & Prioritize exploitable vulnerabilities
Fits Into Existing Developer Workflows
“Mayhem allowed us to expand automated testing with real results.”
Systems Engineer
Cloudflare
“Mayhem for API delivered exactly what modern architecture require.”
Senior Technical Director
Roblox