Civilian Assurance-based Risk Computation and Orchestration System
"Military-grade assurance for civilian code"
A civilian version of military-grade software assurance following proven ARCOS methodologies. Perfect for open source projects, enterprise development teams, or as a SaaS offering.
- Evidence Collection Engine: Graph-based storage system similar to RACK for organizing evidence with data provenance tracking
- Automated Test Evidence Generation: Static analysis, security scanning, test generation, and coverage analysis
- Static Analysis: Code complexity, maintainability index, and code smell detection
- Security Scanning: SAST vulnerability detection (SQL injection, XSS, hardcoded secrets, etc.)
- PowerShell Security Scanner: Comprehensive PowerShell script security analysis with 12+ vulnerability detection rules
- Test Generation: Automated test case suggestions with code-driven approach
- Coverage Analysis: Integration with coverage.py for tracking code and branch coverage
- Digital Assurance Case Builder: CertGATE-style assurance cases with GSN notation
- Argument Templates: 5 built-in templates (code quality, test coverage, security, maintainability, comprehensive)
- Evidence Linking: Automatic connection of evidence to argument nodes
- GSN Visualization: Custom SVG, DOT, and summary formats for visual argument representation (100% in-house implementation)
- Pattern Instantiation: Auto-generate cases for 8 project types (web app, API, library, mobile app, CLI tool, microservice, desktop app, general)
- GitHub Integration: Automated evidence collection from GitHub repositories
- Enhanced Quality Badges: Dynamic SVG badge generation for 6 metrics:
- Test Coverage (Bronze: >60%, Silver: >80%, Gold: >95%)
- Code Quality (Excellent: >90%, Good: >75%, Fair: >60%)
- Security (vulnerability count)
- Documentation (API docs, README, inline comments)
- Performance (load testing, profiling results)
- Accessibility (WCAG A, AA, AAA compliance)
- Web Dashboard: Interactive GUI for viewing quality metrics and assurance cases
- Home page with system overview
- Badge showcase with API examples
- Repository analyzer with GitHub integration
- PowerShell security analysis page with vulnerability detection
- Assurance case viewer with GSN visualization
- Human-Centered Design: Role-based experience tailored for different users
- Persona Management: 4 user personas (Developer, QA, Auditor, Executive) with custom KPIs and dashboards
- Guided Onboarding: Interactive walkthroughs and tooltips for new users
- Accessibility Testing: Automated WCAG A/AA/AAA compliance checking
- Explainable AI (XAI): Transparency and fairness in AI/ML predictions
- Model Transparency: Feature importance, decision paths, and narrative explanations
- Bias Detection: Fairness metrics and disparity analysis across groups
- Software Fallbacks: Rule-based alternatives for all AI features when ML is unavailable
- Privacy & Data Governance: Comprehensive privacy controls and data protection
- Data Residency Controls: Region-specific data storage (US, EU, UK, CA, AU, Global)
- Evidence Redaction: Automated redaction of sensitive information (emails, API keys, credentials)
- Data Anonymization: Pseudonymization and generalization for privacy-preserving sharing
- Federated Evidence Sharing: Privacy-preserving evidence sharing across organizations
- DevSecOps Expansion: Runtime security and threat modeling automation
- Runtime Monitoring: Integration with Falco and OpenTelemetry for security/performance
- Threat Modeling: Automated STRIDE threat analysis from architecture and code
- Security Event Collection: Real-time security event aggregation and analysis
- Performance Metrics: Distributed tracing and performance monitoring
- IriusRisk/Threat Dragon: Export threat models to industry-standard tools
- Compliance & Certification Modules: Enterprise compliance automation suite
- Statistical Analysis: Advanced statistical analysis for quality metrics, trend detection, and forecasting
- ARMATURE Fabric: Accreditation and certification process automation (ISO 27001, SOC 2, FedRAMP, CMMC, etc.)
- Dynamics for Government: CRM and workflow automation for compliance stakeholders
- CIV-SCAP: Security Content Automation Protocol implementation
- CIV-STIG: Configuration compliance management
- CIV-ACAS: Unified vulnerability management
- Multiple Standards: Support for ISO 27001, SOC 2, FedRAMP, CMMC, HIPAA, PCI DSS, NIST 800-53, and more
- Advanced Visualization & Reporting: Executive-friendly reports and risk visualization
- Executive Reports: Auto-generated PDF/HTML narrative reports with business language
- Risk Heatmaps: Interactive risk maps showing component-level risk visualization
- Trend Analysis: Visual analytics for quality and risk trends over time
- Risk Hotspot Detection: Automatic identification of high-risk components
- Plugin SDK & Developer Tools: Extensibility framework for custom plugins
- Plugin Development Kit: Base classes and templates for 4 plugin types (collector, metric, compliance, visualization)
- Plugin Scaffolding: Automated plugin project generation with tests and documentation
- Development Environment: Docker-based sandbox for plugin development and testing
- Plugin Documentation: Comprehensive guides and API reference for plugin developers
- REST API: Clean API endpoints for evidence collection, analysis, badge generation, assurance cases, and status queries
- Blockchain-like Integrity: Immutable audit trails with cryptographic checksums for evidence authenticity
- Custom Web Framework: Built from scratch without Django/FastAPI/Flask dependencies
# Install dependencies
pip install -r requirements.txt# Start the API server
python -m civ_arcos.api
# Server will run on http://0.0.0.0:8000# Run all tests
pytest
# Run with coverage
pytest --cov=civ_arcos --cov-report=htmlCIV-ARCOS/
├── civ_arcos/ # Main source code
│ ├── analysis/ # Static analysis, security scanning, test generation
│ ├── assurance/ # Assurance case components (CertGATE, CLARISSA, etc.)
│ ├── core/ # Core infrastructure (cache, tasks, config)
│ ├── evidence/ # Evidence collection system
│ ├── storage/ # Graph database
│ ├── web/ # Web framework, dashboard, badges
│ └── ...
├── emu-soft/ # Copies of emulated software with documentation
│ ├── details.md # Comprehensive documentation of all emulations
│ └── *.py # 16 emulated components (Redis, Celery, Neo4j, etc.)
├── build-docs/ # Implementation guides and step documentation
│ ├── build-guide.md # Main build guide
│ └── STEP*.md # Step-by-step completion guides
├── tests/ # Test suite
├── examples/ # Example code and demonstrations
└── README.md # This file
Key Directories:
emu-soft/: Contains copies of all software created by emulating existing tools (Redis, Celery, FastAPI, Neo4j, ESLint, CodeQL, CertGATE, CLARISSA, etc.) with comprehensive documentationbuild-docs/: All implementation guides, STEP completion documents, and architectural summaries
POST /api/evidence/collect Collect evidence from a repository:
{
"repo_url": "owner/repo",
"commit_hash": "optional-commit-hash",
"source": "github"
}GET /api/evidence/list List all collected evidence with optional filters:
?type=evidence_type?source=source_name
GET /api/evidence/{id} Get specific evidence by ID
GET /api/badge/coverage/{owner}/{repo}?coverage=95.5 Generate coverage badge (Bronze: >60%, Silver: >80%, Gold: >95%)
GET /api/badge/quality/{owner}/{repo}?score=85 Generate quality badge based on quality score
GET /api/badge/security/{owner}/{repo}?vulnerabilities=0 Generate security badge showing vulnerability count
GET /api/badge/documentation/{owner}/{repo}?score=90 Generate documentation quality badge (API docs, README, inline comments)
GET /api/badge/performance/{owner}/{repo}?score=88 Generate performance badge (load testing, profiling results)
GET /api/badge/accessibility/{owner}/{repo}?level=AA&issues=0 Generate accessibility compliance badge (WCAG A, AA, AAA)
GET /dashboard Web dashboard home page with system overview
GET /dashboard/badges Badge showcase with all 6 badge types and API examples
GET /dashboard/analyze Repository analysis page with form to analyze GitHub repositories
GET /dashboard/assurance Assurance cases viewer showing all created cases
POST /api/analysis/static Run static code analysis:
{
"source_path": "path/to/code"
}POST /api/analysis/security Run security vulnerability scan:
{
"source_path": "path/to/code"
}POST /api/analysis/tests Generate test case suggestions:
{
"source_path": "path/to/code",
"use_ai": false
}POST /api/analysis/comprehensive Run all analyses (static, security, tests):
{
"source_path": "path/to/code",
"run_coverage": false
}POST /api/analysis/powershell Run PowerShell security analysis:
{
"source_path": "path/to/script.ps1",
"content": "PowerShell script content"
}Detects 12+ security vulnerabilities including:
- Insecure hash algorithms (MD5, SHA1)
- Hardcoded credentials
- Invoke-Expression risks
- Disabled certificate validation
- Unencrypted HTTP communication
- SQL/Command injection vulnerabilities
- Exposed secrets (API keys, tokens)
- Execution policy bypass
POST /api/assurance/create Create an assurance case using templates:
{
"project_name": "MyProject",
"project_type": "api",
"template": "comprehensive",
"description": "Optional description"
}GET /api/assurance/{case_id} Get assurance case details with full argument structure
GET /api/assurance/{case_id}/visualize Visualize assurance case:
?format=svg- SVG visualization (default)?format=dot- Graphviz DOT format?format=summary- JSON summary
POST /api/assurance/auto-generate Auto-generate case from collected evidence:
{
"project_name": "MyProject",
"project_type": "api",
"evidence_ids": []
}GET /api/assurance/templates List available argument templates
POST /api/github/quality-check GitHub webhook endpoint for automated quality checks:
{
"event_type": "push",
"payload": {
"repository": {"full_name": "owner/repo"},
"ref": "refs/heads/main",
"commits": [...]
}
}POST /api/slack/quality-alerts Send quality alerts to Slack:
{
"project_name": "MyProject",
"alert_type": "coverage_drop",
"severity": "high",
"message": "Coverage dropped below threshold",
"details": {"previous": "85%", "current": "75%"}
}POST /api/jira/quality-issues Create Jira issues for quality problems:
{
"issue_type": "security",
"data": {
"title": "SQL Injection",
"severity": "high",
"description": "Vulnerability detected"
}
}GET /api/badge/{repo}/{branch} Get quality badge for specific repo/branch:
?type=coverage&coverage=95.5- Coverage badge?type=quality&score=85- Quality badge?type=security&vulnerabilities=0- Security badge
GET /api/status Get system status and evidence count
POST /api/statistics/analyze Comprehensive statistical analysis of dataset
POST /api/statistics/forecast Forecast future metric values using regression
POST /api/statistics/quality-score Quality score analysis with trend detection
POST /api/statistics/detect-anomalies Detect anomalies in data
GET /api/statistics/docs Statistical analysis documentation
POST /api/armature/initiate Initiate certification process (ISO 27001, SOC 2, FedRAMP, etc.)
POST /api/armature/validate Validate certification package
GET /api/armature/status/{package_id} Get certification status report
GET /api/armature/docs ARMATURE Fabric documentation
POST /api/dynamics/contact/create Create contact in CRM
POST /api/dynamics/workflow/initiate Initiate compliance workflow
GET /api/dynamics/workflow/status/{instance_id} Get workflow status
GET /api/dynamics/dashboard/{user_id} Get personalized stakeholder dashboard
GET /api/dynamics/docs Dynamics for Government documentation
POST /api/plugins/register Register a new plugin with security validation
GET /api/plugins/list List installed plugins:
?type=collector- Filter by plugin type
GET /api/plugins/{plugin_id} Get plugin details
POST /api/plugins/{plugin_id}/execute Execute a plugin method
POST /api/plugins/validate Validate plugin code security
GET /api/plugins/search Search plugins:
?q=query- Search query
POST /api/webhooks/github GitHub webhook handler
POST /api/webhooks/gitlab GitLab webhook handler
POST /api/webhooks/bitbucket Bitbucket webhook handler
GET /api/webhooks/endpoints Get available webhook endpoints
POST /api/graphql Execute GraphQL query:
{
"query": "query { evidenceList(type: \"test\") }",
"variables": {}
}GET /api/graphql/schema Get GraphQL schema
POST /api/community/patterns/share Share a quality pattern
GET /api/community/patterns/list List quality patterns:
?category=testing- Filter by category
POST /api/community/practices/add Add a best practice
GET /api/community/practices/list List best practices
POST /api/community/threats/share Share threat intelligence
GET /api/community/threats/list List threat intelligence:
?severity=high- Filter by severity
POST /api/community/templates/industry/add Add an industry-specific template
GET /api/community/templates/industry/list List industry templates
POST /api/community/templates/compliance/add Add a compliance template
GET /api/community/templates/compliance/list List compliance templates
POST /api/community/benchmarks/add Add a benchmark dataset
GET /api/community/benchmarks/list List benchmark datasets
POST /api/community/benchmarks/compare Compare project metrics to benchmark
GET /api/ecosystem/documentation Get comprehensive API ecosystem documentation
POST /api/reports/executive/generate Generate executive narrative report:
{
"project_name": "MyProject",
"project_metrics": {
"coverage": 85.0,
"code_quality": 82.0,
"vulnerability_count": 2
},
"trend_analysis": {...},
"risk_predictions": [...]
}POST /api/reports/executive/html Generate executive report as HTML (same request body as above)
POST /api/reports/executive/pdf Generate executive report PDF data (same request body as above)
POST /api/visualization/risk-map/generate Generate risk map with component analysis:
{
"project_name": "MyProject",
"evidence_data": {
"complexity_score": 15,
"vulnerability_count": 2,
"coverage": 85
},
"component_metrics": [...]
}POST /api/visualization/risk-map/html Generate interactive risk map as HTML
POST /api/visualization/risk-map/svg Generate risk heatmap as SVG
POST /api/visualization/risk-map/trend Generate risk trend analysis:
{
"project_name": "MyProject",
"historical_data": [
{"generated_at": "2024-01-01", "overall_risk_score": 50}
]
}POST /api/plugin-sdk/scaffold Scaffold a new plugin project:
{
"output_dir": "/tmp/plugins",
"plugin_type": "collector",
"name": "My Collector",
"plugin_id": "my_collector",
"author": "Developer Name",
"description": "Plugin description"
}POST /api/plugin-sdk/template/generate Generate plugin code from template (same request body as scaffold)
GET /api/plugin-sdk/guide Get plugin development guide (markdown format)
GET /api/plugin-sdk/types Get available plugin types:
collector- Evidence collectorsmetric- Custom metricscompliance- Compliance checksvisualization- Custom visualizations
GET /api/personas/list List all available persona roles (Developer, QA, Auditor, Executive):
{
"success": true,
"personas": {
"developer": {...},
"qa": {...},
"auditor": {...},
"executive": {...}
}
}GET /api/personas/{role} Get detailed configuration for a specific persona:
role: developer, qa, auditor, or executive
GET /api/personas/{role}/kpis Get primary KPIs for a specific persona role
GET /api/onboarding/flows List all onboarding flows:
?role=developer- Filter by user role (optional)
GET /api/onboarding/flows/{flow_id} Get detailed onboarding flow with steps
GET /api/onboarding/progress/{user_id} Get user's onboarding progress:
?flow_id=system_overview- Get progress for specific flow?role=developer- Get next required flow for role
POST /api/onboarding/progress/{user_id}/step Mark an onboarding step as complete:
{
"flow_id": "system_overview",
"step_id": "welcome"
}POST /api/onboarding/progress/{user_id}/flow Mark an entire onboarding flow as complete:
{
"flow_id": "system_overview"
}POST /api/accessibility/test Test HTML content for WCAG accessibility compliance:
{
"html_content": "<html>...</html>",
"wcag_level": "AA"
}GET /api/accessibility/criteria Get WCAG criteria information and requirements
POST /api/xai/explain Generate explanation for an AI/ML prediction:
{
"prediction": 85.0,
"features": {
"coverage": 90.0,
"complexity": 5.0,
"vulnerabilities": 1
},
"model_type": "quality_predictor",
"use_ai": true
}POST /api/xai/detect-bias Detect bias in predictions across different groups:
{
"predictions": [90, 85, 75, 70],
"features_list": [
{"team": "A"},
{"team": "A"},
{"team": "B"},
{"team": "B"}
],
"protected_attributes": ["team"],
"use_ai": true
}POST /api/xai/transparency-report Generate comprehensive transparency report:
{
"prediction": 80.0,
"features": {"coverage": 85.0},
"include_bias": true,
"predictions_list": [...],
"features_list": [...],
"protected_attributes": ["team"]
}POST /api/tenants/create Create a tenant with data residency controls:
{
"tenant_id": "org_eu",
"config": {
"data_residency": "eu",
"weights": {"coverage": 0.3, "security": 0.3},
"standards": ["GDPR", "ISO27001"]
}
}PUT /api/tenants/{tenant_id}/data-residency Update tenant data residency:
{
"region": "eu"
}GET /api/tenants/{tenant_id}/data-residency Get tenant data residency information
GET /api/privacy/regions List available data residency regions (US, EU, UK, CA, AU, Global)
POST /api/privacy/redact Redact sensitive information from evidence:
{
"evidence": {
"data": {
"email": "[email protected]",
"api_key": "secret_key_123"
}
},
"redaction_level": "standard"
}POST /api/privacy/anonymize Anonymize evidence for privacy-preserving sharing:
{
"evidence": {
"author": "john_doe",
"timestamp": "2024-01-15T10:30:00Z"
},
"level": "standard"
}POST /api/monitoring/events/collect Collect runtime security events:
{
"source": "falco",
"severity": "high",
"since": "2024-01-15T00:00:00Z"
}POST /api/monitoring/metrics/collect Collect performance metrics:
{
"source": "opentelemetry",
"metric_type": "latency"
}POST /api/monitoring/evidence/generate Generate evidence from monitoring data:
{
"time_window": "last_24h"
}POST /api/threats/model/create Create a threat model from architecture:
{
"name": "MySystem",
"architecture": {
"components": [
{
"name": "WebApp",
"type": "web_application",
"trust_level": 3
}
],
"data_flows": [
{
"source": "WebApp",
"destination": "Database",
"encrypted": false
}
]
}
}POST /api/threats/model/from-code Generate threat model from code analysis:
{
"project": "MyProject",
"code_analysis": {
"apis": [...],
"vulnerabilities": [...]
}
}GET /api/threats/model/{model_id} Get threat model details
GET /api/threats/model/{model_id}/summary Get threat model summary with risk scores
POST /api/threats/model/{model_id}/export Export threat model:
{
"format": "iriusrisk"
}CIV-ARCOS is built with custom implementations of common frameworks:
- Web Framework: Custom HTTP server and routing system (emulating FastAPI/Flask)
- Graph Database: Custom graph storage for evidence relationships (emulating Neo4j)
- Cache Layer: Redis emulator for caching and real-time updates
- Task Processor: Celery emulator for background evidence processing
- Evidence Collection: Extensible adapter system for different data sources
- GitHub (code metrics, commits, PR reviews)
- CI/CD systems (test results, coverage, performance)
- Security tools (vulnerabilities, dependency analysis)
- Integrations: Slack, Jira, GitHub webhooks
- Badge System: SVG badge generation similar to shields.io
civ_arcos/
├── core/ # Core configuration and utilities
│ ├── config.py # Configuration management
│ ├── cache.py # Redis emulator
│ └── tasks.py # Celery emulator
├── evidence/ # Evidence collection and storage engine
├── storage/ # Graph database implementation
├── analysis/ # Automated test evidence generation
│ ├── static_analyzer.py # Static code analysis
│ ├── security_scanner.py # Security vulnerability scanning
│ ├── test_generator.py # Automated test generation
│ ├── coverage_analyzer.py # Code coverage analysis
│ └── collectors.py # Evidence collectors
├── assurance/ # Digital assurance case builder
│ ├── gsn.py # Goal Structuring Notation types
│ ├── case.py # AssuranceCase and builder
│ ├── templates.py # Argument templates
│ ├── patterns.py # Pattern instantiation
│ └── visualizer.py # GSN visualization
├── web/ # Web framework and API
│ ├── framework.py # Custom HTTP server
│ ├── badges.py # Badge generator
│ └── dashboard.py # Dashboard generator
├── adapters/ # Integration adapters
│ ├── github_adapter.py # GitHub integration
│ ├── ci_adapter.py # CI/CD integrations
│ ├── security_adapter.py # Security tool integrations
│ └── integrations.py # Slack, Jira, webhooks
└── utils/ # Utility functions
tests/
├── unit/ # Unit tests (268 tests)
└── integration/ # Integration tests (57 tests)
Configuration can be set via:
- JSON config file
- Environment variables:
ARCOS_DEBUG: Enable debug modeARCOS_HOST: Server host (default: 0.0.0.0)ARCOS_PORT: Server port (default: 8000)ARCOS_STORAGE_PATH: Evidence storage pathGITHUB_TOKEN: GitHub API token for authenticationSLACK_WEBHOOK_URL: Slack webhook URL for notificationsJIRA_URL: Jira server URLJIRA_PROJECT: Jira project keyJIRA_TOKEN: Jira authentication token
# Format code
black civ_arcos/ tests/
# Type checking
mypy civ_arcos/
# Linting
flake8 civ_arcos/ tests/- Graph database for evidence storage
- Data provenance tracking
- GitHub adapter
- REST API foundation
- Badge generation
- Basic tests
- Static analysis module (complexity, maintainability, code smells)
- Security scanning (SAST with vulnerability detection)
- Test case generation (code-driven with AI support option)
- Coverage analysis framework (with coverage.py integration)
- Evidence collectors for all analysis types
- REST API endpoints for analysis
- Comprehensive test suite (85 tests)
- Argument templates (5 built-in templates)
- Evidence linking (automatic connection of evidence to argument nodes)
- GSN (Goal Structuring Notation) implementation
- Pattern instantiation (8 project types supported)
- GSN visualization (SVG, DOT, summary formats)
- REST API endpoints for assurance cases
- Comprehensive test suite (71 tests: 58 unit + 13 integration)
- Enhanced badge system with 6 badge types
- Test Coverage badge (Bronze/Silver/Gold tiers)
- Code Quality badge
- Security badge
- Documentation quality badge (NEW)
- Performance badge (NEW)
- Accessibility compliance badge (NEW)
- Web Dashboard (custom HTML/CSS/JS - no template engines)
- Home page with system overview and statistics
- Badge showcase page with all 6 badge types
- Repository analyzer with GitHub integration form
- Assurance case viewer
- Dashboard API endpoints (4 new routes)
- Badge API endpoints (3 new routes)
- Comprehensive test suite (13 new tests)
- Full integration with existing evidence and assurance systems
- Redis emulator for caching and real-time updates
- In-memory cache with TTL support
- Pub/Sub for real-time notifications
- Thread-safe operations
- Celery emulator for background task processing
- Asynchronous task execution
- Task retry logic
- Worker thread pool
- Enhanced Evidence Collection Pipeline
-
collect_from_github()- Pull code metrics, commits, PR reviews -
collect_from_ci()- Test results, coverage, performance metrics -
collect_from_security_tools()- Vulnerability reports, dependency analysis - CI/CD adapters (GitHub Actions, Jenkins)
- Security tool adapters (Snyk, Dependabot, SonarQube)
-
- Integration APIs
- GitHub webhook handler (
/api/github/quality-check) - Slack notifications (
/api/slack/quality-alerts) - Jira issue creation (
/api/jira/quality-issues) - Badge endpoint by repo/branch (
/api/badge/{repo}/{branch})
- GitHub webhook handler (
- Comprehensive test suite (41 new tests, 218 total)
- WebSocket connections for live UI quality score updates (foundation ready via cache pub/sub)
- Enhanced LLM integration for advanced test generation
- Additional CI/CD platform adapters (GitLab CI, CircleCI, Travis CI)
- Additional security tool integrations (Veracode, Checkmarx)
- Notification channels (Discord, Microsoft Teams, Email)
- Detailed reporting system for test score improvement
- WebSocket Server (real-time quality score updates)
- WebSocket protocol implementation
- Integration with cache pub/sub system
- Real-time notifications for quality updates, badge updates, and test results
- LLM Integration (AI-powered code analysis)
- Multiple backend support (Ollama, OpenAI, Mock)
- Enhanced test case generation
- Code quality analysis
- Improvement suggestions
- Documentation generation
- Extended CI/CD Platform Support
- GitLab CI adapter
- CircleCI adapter
- Travis CI adapter
- Extended Security Tool Support
- Veracode integration
- Checkmarx integration
- Extended Notification Channels
- Discord webhooks
- Microsoft Teams webhooks
- Email (SMTP)
- Quality Reporting System
- Comprehensive quality reports
- Strength/weakness analysis
- Actionable improvement suggestions
- Prioritized action items
- LLM-enhanced insights (optional)
- Comprehensive test suite (90 new tests, 511 total)
- Plugin Marketplace
- Plugin registration and management
- Security validation and code scanning
- Sandboxed plugin execution
- Permission-based access control
- Plugin search and statistics
- Support for 4 plugin types (collector, metric, compliance, visualization)
- API Ecosystem
- Multi-version API support (v1, v2, v3)
- Webhook endpoints (GitHub, GitLab, Bitbucket)
- CI/CD pipeline integrations
- Security tool integrations
- Custom evidence submission
- GraphQL interface with flexible querying
- Community Platform
- Evidence sharing network
- Quality pattern library
- Best practice libraries
- Threat intelligence sharing
- Industry-specific templates (8 industries)
- Regulatory compliance templates (8 frameworks)
- Benchmark datasets and comparison
- REST API endpoints (34 new endpoints)
- Comprehensive test suite (96 new tests, 607 total)
- Quantum-Resistant Security
- Post-quantum cryptography (lattice-based)
- Quantum-resistant digital signatures (Dilithium-like)
- Future-proof evidence authentication
- Quantum-enhanced pattern recognition
- Quantum-optimized threat detection
- Multiple security levels (128/256/512 bits)
- Edge Computing Integration
- Edge device deployment with configuration
- Local evidence collection (network-independent)
- Privacy-preserving data anonymization
- Edge-based analysis (quality, security, performance)
- Federated learning capabilities
- Federated model aggregation
- Network-aware evidence synchronization
- Autonomous Quality Assurance
- Continuous learning from outcomes
- Quality decision engine
- Autonomous quality improvement process
- Hypothesis generation and testing
- Self-evolving quality standards
- Technology trend adaptation
- Intelligent prioritization
- Comprehensive test suite (71 new tests, 678 total)
- Privacy & Data Governance
- Data residency controls (US, EU, UK, CA, AU, Global)
- Regional compliance mapping (GDPR, HIPAA, FedRAMP, etc.)
- Evidence redaction engine (9 built-in rules)
- Customizable redaction patterns
- Data anonymization (pseudonymization, generalization)
- Privacy-preserving federated sharing
- Tenant-level data isolation by region
- DevSecOps Expansion
- Runtime monitoring framework
- Falco integration for security events
- OpenTelemetry integration for performance metrics
- Unified monitoring interface
- Threat modeling automation
- STRIDE threat category support
- Automated threat detection from architecture
- Automated threat detection from code analysis
- IriusRisk export integration
- OWASP Threat Dragon export integration
- Risk scoring and prioritization
- REST API endpoints (12 new endpoints)
- Comprehensive test suite (92 new tests, 770 total)
GPL-3.0 - See LICENSE file for details
Contributions are welcome! Please ensure:
- All tests pass
- Code is formatted with Black
- Type hints are included
- Documentation is updated