SecureAgentOps

Zero-Trust DevSecOps for GenAI Agents at Scale

Architecture Overview:

┌─────────────┐     ┌──────────────┐     ┌─────────────────┐     ┌──────────────┐     ┌─────────────┐
│  Developer  │────▶│   CI/CD      │────▶│ Security Gate   │────▶│  Deployment  │────▶│ Monitoring  │
│   (GitHub)  │     │  Pipeline    │     │   (Gatekeeper)  │     │  (Kubernetes)│     │ (Prometheus)│
└─────────────┘     └──────────────┘     └─────────────────┘     └──────────────┘     └─────────────┘
                            │                       │                       │
                            │                       ▼                       │
                            │              ┌─────────────────┐              │
                            │              │  Trivy Scanner  │              │
                            │              │  Code Analyzer  │              │
                            │              │ Policy Engine   │              │
                            │              └─────────────────┘              │
                            │                                              │
                            └──────────────────────────────────────────────┘
                                           Continuous Security

��️ Core Components

1. Security Gatekeeper Service

• Technology: FastAPI (Python 3.11+)
• Features:
  • RESTful API for security scanning
  • Multi-scanner architecture (Code, Dependency, Prompt, Trivy)
  • Policy evaluation engine
  • Prometheus metrics integration
• Location: gatekeeper/

2. Security Scanners

• Static Code Analysis: Detects hardcoded secrets, dangerous functions, injection risks
• Dependency Scanner: Identifies vulnerable packages in requirements.txt
• Prompt Security Scanner: Detects prompt injection patterns and unsafe prompts
• Trivy Integration: Comprehensive vulnerability scanning for:
  • Container images
  • Filesystem vulnerabilities
  • Dependency CVEs
  • Kubernetes resources

3. Zero-Trust Policy Engine

• Policy-as-Code: YAML-based policy configuration
• Automated Decisions: ALLOW/BLOCK/WARN based on security findings
• Configurable Rules: 8+ default policies, extensible for custom requirements
• Integration: Works seamlessly with CI/CD pipelines

4. Kubernetes Deployment

• Infrastructure: AWS EKS (Elastic Kubernetes Service)
• Container Registry: AWS ECR (Elastic Container Registry)
• Monitoring Stack:
  • Prometheus for metrics collection
  • Grafana for visualization
  • Custom dashboards for security metrics

5. CI/CD Pipeline Integration

• GitHub Actions: Complete workflow with security scanning, SBOM generation, and deployment
• GitLab CI: Multi-stage pipeline with automated security validation
• Jenkins: Declarative pipeline with security gates and deployment automation
• Deployment Scripts: Automated build, test, and deploy scripts
• Image Management: Automated Docker image building and ECR push
• Kubernetes Manifests: Infrastructure-as-code for all components

💻 Technology Stack

Component	Technology	Purpose
API Framework	FastAPI	High-performance REST API
Language	Python 3.11+	Core security logic
Container Platform	Kubernetes (EKS)	Scalable deployment
Vulnerability Scanner	Trivy	CVE and dependency scanning
Monitoring	Prometheus + Grafana	Metrics and visualization
Cloud Provider	AWS (EKS, ECR)	Production-ready infrastructure
Infrastructure as Code	Kubernetes Manifests	Reproducible deployments

🔧 Working Demo

Live Demo Available:

./scripts/demo.sh

The demo demonstrates:

1. ✅ Zero-Trust Security Scanning - Real-time agent code analysis
2. ✅ Trivy Vulnerability Detection - Container and dependency scanning
3. ✅ Policy-Based Deployment Gates - Automated policy evaluation
4. ✅ Real-time Monitoring - Prometheus metrics and Grafana dashboards
5. ✅ Agent Security Validation - End-to-end security checks

---

🚀 Quick Start

Prerequisites

• AWS Account with EKS cluster
• kubectl configured
• docker installed
• eksctl (for cluster creation)
• jq (for JSON processing)

Deploy to AWS EKS

# 1. Clone repository
git clone <repository-url>
cd SecureAgentOps

# 2. Configure AWS credentials
export AWS_REGION=us-east-1
export ECR_ACCOUNT_ID=<your-aws-account-id>

# 3. Deploy to EKS
./scripts/deploy-to-aws-eks.sh

# 4. Run demo
./scripts/demo.sh

Local Development

# 1. Build gatekeeper image
cd gatekeeper
docker build -t secureagentops-gatekeeper:latest .

# 2. Run locally
docker run -p 8080:8080 secureagentops-gatekeeper:latest

# 3. Test API
curl http://localhost:8080/health

---

📁 Project Structure

---

### Zero-Trust Policies

- **zt-001:** No Critical Security Issues (BLOCK)
- **zt-002:** Limited High Security Issues (WARN)
- **zt-003:** Agent Identity Verification (BLOCK)
- **zt-004:** Dependency Security (BLOCK)
- **zt-005:** Prompt Injection Protection (BLOCK)
- **zt-006:** Resource Limits (WARN)
- **zt-007:** Network Security (WARN)
- **zt-008:** Data Privacy (BLOCK)

---

## 📊 Monitoring & Metrics

### Prometheus Metrics

- `secureagentops_security_scans_total{status}`
- `secureagentops_security_findings_total{severity, category}`
- `secureagentops_policy_evaluations_total{result}`

### Grafana Dashboards

- Security scan trends
- Policy evaluation statistics
- Vulnerability distribution
- Agent deployment timeline