Shared agentsRuntime Protection Agent
Defend your APIs, agents, and web apps from exploits, bots, DDoS, and other attacks.
- Security & Risk Management
//Security Testing Agent
Security that movesat machine speed.
AI now finds vulnerabilities in minutes. The Security Testing Agent fixes them just as fast.
Find & fix
Secure AI coding
AI-generated code is scanned as soon as it's written, and vulnerabilities are fixed before they're committed.
Signal
AI reasoning
Findings are analyzed so true positives surface and false positives fall away, and your team focuses on real risk.
Remediate
Agentic workflow
Agents triage and remediate, opening PRs with validated fixes for developers to approve.
//Overview
What is an AI security testing agent?
An AI security testing agent finds vulnerabilities in code, dependencies, models and AI prompts, works out which ones are reachable and exploitable, and opens fixes, so application security keeps pace with AI-speed development.
The DataObserve Developer Security Testing Agent ranks findings by reachability and EPSS, scans skills, prompts and models, generates an AI-BOM, maps zero-day exposure across services and drives fixes through policy-enforced pipelines.
//Ask the agent
Keep pace with AI.Find & fix faster.
Modern code security that matches the speed of your AI coding agents.
Is this vulnerability reachable by my code?
Traced and ranked
The CVE is traced through your code paths to see if it's actually reachable, then ranked by EPSS and exploitability, not raw severity.
//What agentic AppSec looks like
Security keeps pace with your pipelines
Reachability and EPSS
Start with vulnerabilities in functions your code calls, cutting SCA noise by up to 90%.
Skill & prompt scanning
Scan the skills and prompts agents are built from, catching injection paths before they deploy.
Model scanning
Scan the models your applications and agents use for vulnerabilities and misconfiguration.
AI-BOM generation
Extend your SBOM into an AI-BOM covering every model, tool, and dependency.
Zero-Day Agent
Identifies exposure to new zero-days across pipelines and deployed artifacts the moment they're disclosed.
Policy enforcement
Governance gates block releases that violate policy before they ship.
//Explore more withDataObserve
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//Use cases
Security Testing Agent: use cases
Vulnerability backlog
Cut noise by fixing reachable, likely-exploited issues first.
Zero-day response
Find every service affected by a new vulnerability within one investigation.
AI application security
Scan prompts, skills and models as part of the build.
Shift-left policy
Block releases that break security policy before they reach production.
//FAQs
Security Testing Agent: questions teams ask
What is EPSS?
The Exploit Prediction Scoring System estimates how likely a vulnerability is to be exploited in the wild. Combined with reachability, it shows which findings matter first.
What is reachability analysis?
Reachability analysis checks whether vulnerable code is actually called by your application, so unreachable findings can wait.
Does the agent fix vulnerabilities automatically?
It proposes and opens fixes, such as dependency upgrades or code changes, which go through your normal review and pipeline policies.
Can it scan AI models and prompts?
Yes. Skill, prompt and model scanning run alongside code and dependency scanning, with results in one view.
