The Result?
False Positives- Inconsistent Results
- Manual Validation
- Slow Remediation
Secure AI-Generated Code. Fix Vulnerabilities Automatically.
Reduce Engineering Effort, Lower Token Costs, And Accelerate Remediation with Bright STAR.
Bright STAR finds, fixes, and re-verifies real vulnerabilities across human and AI-generated code using deterministic security testing.
See Bright in action
Get a personalized STAR demo from our team.
Under 3%
False Positives
Validated findings developers can trust.
Up To 98%
Automated Remediation
Reduce security backlogs and accelerate resolution.
10x Faster
Vulnerability Resolution
Move from detection to verified closure faster.
80%+ Faster
Fix Approval
Help engineering teams ship secure code faster.
Why Traditional Security Tools Struggle
With AI-Generated Code
AI Is Changing How Software Is Built.
Development teams are shipping more AI-generated code than ever before, but most security tools were designed for human-written applications.
False Positives
Bright STAR Takes A Different Approach.
By executing real attack paths against running applications, STAR validates exploitable vulnerabilities, generates fixes, and re-verifies remediation automatically.
- Validates exploitable vulnerabilities
- Generates fixes
- Re-verifies remediation automatically
Validates exploitable vulnerabilitiesBuilt For The AI-Driven SDLC
AI-Generated Code
Secure code produced by AI coding assistants without slowing development.
APIs & Modern Applications
Validate REST APIs, GraphQL APIs, business logic, and shadow endpoints through runtime testing.
DevSecOps Pipelines
Embed security directly into CI/CD workflows and development processes.
Rapid Development Environments
Keep security aligned with fast-moving release cycles and continuous deployment.
Why Engineering Leaders
Choose Bright STAR
1
Deterministic Security Validation
Most AI security tools rely on pattern matching. STAR uses runtime validation to confirm which vulnerabilities are actually reachable and exploitable.
- Runtime Validation
- Verified Findings
- Consistent Results
- Less Guesswork
2
Automated Remediation
STAR doesn't stop at detection. It generates a fix, tests the remediation, and delivers a verified pull request directly to developers.
- AI-Generated Fixes
- Automated Testing
- Verified Pull Requests
- Faster Resolution
3
Lower Token Consumption
Repeated scans and validation cycles increase cost. STAR uses deterministic testing and verified remediation to reduce unnecessary iterations.
- Lower Token Usage
- Lower Security Costs
- Faster Outcomes
4
Verified Closure
Traditional tools stop after detection. STAR re-tests every fix against the original attack path to confirm the vulnerability is fully resolved.
- Re-Tested Fixes
- Proven Resolution
- No Manual Verification
- Higher Confidence
How Bright STAR Works
1
Discover
STAR maps applications, functions, APIs, and shadow endpoints across human-written and AI-generated code.
2
Validate
It executes real attack paths to confirm which vulnerabilities are actually reachable and exploitable.
3
Fix
STAR generates remediation, tests the fix, and creates a verified pull request.
4
Re-Verify
The platform re-tests the original attack path to confirm the vulnerability has been fully resolved before release.
Bright STAR Vs Traditional AI
Security Tools
| Traditional Security Tools | Bright STAR |
|---|---|
| Pattern-Based Detection | ●Deterministic Validation |
| Static Assumptions | ●Runtime Exploit Validation |
| Manual Fixes | ●Automated Remediation |
| No Proof Of Resolution | ●Verified Re-Testing |
| Limited Coverage | ●AI-Generated Code Coverage |
| Higher Operational Cost | ●Lower Token Consumption |
| Manual Security Workflows | ●Verified Pull Requests |
Integrates With The Tools
Developers Already Use
No New Workflow Required.
Security Outcomes Auditors Recognize
SOC 2
CC7.1 & CC7.2
Continuous detection and verified remediation evidence.
ISO 27001
A.8.8 & A.14.2
Attack surface visibility and secure SDLC alignment.
PCI DSS
Application & API Security
Validated security testing for cardholder data environments.
Validated security testing for cardholder data environments.
Secure AI-generated code, eliminate security guesswork, and deliver verified remediation at scale with Bright STAR.
The Autonomous Security Platform Built For The AI-Driven SDLC
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