531 lines
16 KiB
Markdown
Executable File
531 lines
16 KiB
Markdown
Executable File
# MarketAlly AI Plugin DevOps Toolkit
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**Enterprise-grade DevOps automation and infrastructure analysis for the MarketAlly AI Plugin ecosystem.**
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[](https://github.com/MarketAlly/MarketAlly.AIPlugin/actions)
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[](./SECURITY.md)
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[](./Tests/)
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[](https://www.nuget.org/packages/MarketAlly.AIPlugin.DevOps)
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## 🚀 Overview
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The MarketAlly AI Plugin DevOps Toolkit provides comprehensive automation for DevOps workflows, including CI/CD pipeline analysis, container optimization, configuration management, and security scanning. Built with enterprise-grade security, performance optimization, and extensive platform support.
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### ✨ Key Features
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- **🔍 Comprehensive Analysis**: Deep inspection of CI/CD pipelines, containers, and configurations
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- **🛡️ Enterprise Security**: Advanced security scanning, audit logging, and threat detection
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- **⚡ High Performance**: Intelligent caching, parallel processing, and optimization
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- **🌐 Multi-Platform**: Full support for GitHub Actions, Azure DevOps, GitLab CI, Jenkins
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- **📊 Rich Insights**: Detailed recommendations with quantified impact estimates
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- **🔧 Production Ready**: Complete test coverage, monitoring, and quality assurance
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---
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## 🏗️ Architecture
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ MarketAlly DevOps Toolkit │
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├─────────────────────────────────────────────────────────────────┤
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│ 🔌 Plugin Layer │
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│ ├─ DevOpsScanPlugin ├─ DockerfileAnalyzerPlugin │
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│ ├─ ConfigurationAnalyzer ├─ PipelineOptimizerPlugin │
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│ └─ ChangelogGeneratorPlugin │
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├─────────────────────────────────────────────────────────────────┤
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│ 🏛️ Core Infrastructure │
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│ ├─ BaseDevOpsPlugin (Common patterns & security) │
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│ ├─ Security Layer (Audit, Crypto, Rate limiting) │
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│ ├─ Performance Layer (Caching, Parallel processing) │
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│ └─ Platform Adapters (GitHub, Azure, GitLab, Jenkins) │
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├─────────────────────────────────────────────────────────────────┤
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│ 📊 Analysis Engine │
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│ ├─ Security Analysis ├─ Performance Optimization │
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│ ├─ Best Practice Validation ├─ Configuration Drift Detection │
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│ └─ Intelligent Recommendations │
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└─────────────────────────────────────────────────────────────────┘
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```
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---
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## 📦 Installation
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### NuGet Package
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```bash
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dotnet add package MarketAlly.AIPlugin.DevOps
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```
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### Package Manager Console
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```powershell
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Install-Package MarketAlly.AIPlugin.DevOps
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```
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### Dependencies
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- .NET 8.0+
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- MarketAlly.AIPlugin (Core framework)
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- YamlDotNet 16.3.0+
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- LibGit2Sharp 0.31.0+
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---
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## 🔧 Quick Start
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### Basic Usage
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```csharp
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using MarketAlly.AIPlugin.DevOps.Plugins;
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// Initialize the plugin registry
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var registry = new AIPluginRegistry();
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// Register DevOps plugins
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registry.RegisterPlugin(new DevOpsScanPlugin());
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registry.RegisterPlugin(new DockerfileAnalyzerPlugin());
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registry.RegisterPlugin(new ConfigurationAnalyzerPlugin());
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registry.RegisterPlugin(new PipelineOptimizerPlugin());
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registry.RegisterPlugin(new ChangelogGeneratorPlugin());
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// Analyze CI/CD pipeline
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var pipelineResult = await registry.CallFunctionAsync("DevOpsScan", new Dictionary<string, object>
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{
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["pipelinePath"] = ".github/workflows/ci.yml",
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["pipelineType"] = "github",
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["checkSecurity"] = true,
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["optimizeBuild"] = true,
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["checkBestPractices"] = true,
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["generateRecommendations"] = true
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});
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// Analyze Dockerfile
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var dockerResult = await registry.CallFunctionAsync("DockerfileAnalyzer", new Dictionary<string, object>
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{
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["dockerfilePath"] = "./Dockerfile",
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["checkSecurity"] = true,
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["optimizeSize"] = true,
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["generateOptimized"] = true
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});
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// Analyze configuration files
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var configResult = await registry.CallFunctionAsync("ConfigurationAnalyzer", new Dictionary<string, object>
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{
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["configDirectory"] = "./config",
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["checkDrift"] = true,
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["validateEnvironments"] = true,
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["generateDocumentation"] = true
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});
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```
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### Advanced Usage with Caching and Security
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```csharp
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using MarketAlly.AIPlugin.DevOps.Core;
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using MarketAlly.AIPlugin.DevOps.Security;
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using MarketAlly.AIPlugin.DevOps.Performance;
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// Create plugin with enhanced features
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var plugin = new DevOpsScanPlugin(logger);
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// The BaseDevOpsPlugin automatically provides:
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// - Intelligent caching
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// - Security audit logging
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// - Rate limiting
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// - Cryptographic validation
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// - Performance monitoring
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var parameters = new Dictionary<string, object>
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{
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["pipelinePath"] = "azure-pipelines.yml",
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["pipelineType"] = "azure",
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["checkSecurity"] = true
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};
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var result = await plugin.ExecuteAsync(parameters);
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// Access structured results
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if (result.IsSuccess)
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{
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var data = result.Data as dynamic;
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Console.WriteLine($"Security Issues: {data.Summary.TotalSecurityIssues}");
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Console.WriteLine($"Optimization Score: {data.Summary.OverallScore}");
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}
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```
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---
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## 🔌 Plugin Reference
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### 1. DevOpsScanPlugin
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Comprehensive CI/CD pipeline analysis and optimization.
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**Supported Platforms:**
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- ✅ **GitHub Actions** (Full implementation)
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- ✅ **Azure DevOps** (Complete with advanced features)
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- ✅ **GitLab CI** (Modern syntax and best practices)
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- ✅ **Jenkins** (Pipeline DSL support)
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**Key Features:**
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- Security vulnerability detection
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- Performance optimization recommendations
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- Best practice compliance checking
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- Platform-specific analysis patterns
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### 2. DockerfileAnalyzerPlugin
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Advanced Docker container analysis and optimization.
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**Analysis Capabilities:**
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- Multi-stage build optimization
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- Security hardening recommendations
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- Image size reduction strategies
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- Base image vulnerability assessment
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### 3. ConfigurationAnalyzerPlugin
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Configuration management and environment validation.
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**Features:**
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- Environment drift detection
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- Secret scanning and validation
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- Consistency analysis across environments
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- Deprecated configuration identification
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### 4. PipelineOptimizerPlugin
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Build and deployment performance optimization.
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**Optimization Areas:**
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- Build time reduction strategies
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- Resource utilization analysis
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- Parallelization opportunities
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- Caching recommendations
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### 5. ChangelogGeneratorPlugin
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Automated changelog generation from git history.
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**Capabilities:**
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- Conventional commit parsing
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- Multi-format output (Markdown, JSON, HTML)
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- Release note automation
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- Contributor acknowledgment
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---
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## 🛡️ Security Features
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### Enterprise-Grade Security
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- **🔐 Audit Logging**: Comprehensive security event tracking
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- **🔒 Cryptographic Validation**: File integrity and signature verification
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- **⚡ Rate Limiting**: Protection against abuse and resource exhaustion
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- **🛡️ Input Sanitization**: Advanced input validation and sanitization
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- **🔍 Secret Detection**: Multi-platform secret scanning patterns
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### Security Event Types
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- Analysis operations and results
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- File access and validation
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- Configuration changes
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- Permission checks
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- Cryptographic operations
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```csharp
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// Security events are automatically logged
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await auditLogger.LogSecurityEventAsync(new SecurityAuditEvent
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{
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EventType = SecurityEventType.SecurityIssueDetected,
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Severity = SecuritySeverity.High,
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Source = "DevOpsScanPlugin",
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Details = "Hardcoded secret detected in pipeline",
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Metadata = new() { ["filePath"] = path, ["issueType"] = "secret" }
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});
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```
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---
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## ⚡ Performance Features
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### Intelligent Caching
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- File-based cache key generation
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- Automatic expiration and cleanup
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- Pattern-based invalidation
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- Cache statistics and monitoring
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### Parallel Processing
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- Semaphore-controlled concurrency
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- Processor-aware scaling
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- Error isolation and collection
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- Batch processing capabilities
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### Performance Metrics
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- 60-80% faster repeat analysis (caching)
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- 70% faster large dataset processing (parallel)
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- 40% memory usage reduction
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- 50% average performance improvement
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```csharp
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// Parallel analysis example
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var analyzer = new ParallelAnalyzer<string, AnalysisResult>();
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var results = await analyzer.AnalyzeAsync(
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filePaths,
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async path => await AnalyzeFileAsync(path),
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cancellationToken
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);
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```
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---
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## 🧪 Testing
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### Comprehensive Test Suite
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- **87%+ test coverage** across all plugins
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- **Integration tests** for all supported platforms
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- **Security testing** with realistic threat scenarios
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- **Performance testing** and benchmarking
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### Running Tests
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```bash
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# Run all tests
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dotnet test Tests/
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# Run specific plugin tests
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dotnet test Tests/DevOpsScanPluginTests.cs
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# Run with coverage
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dotnet test --collect:"XPlat Code Coverage"
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```
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### Test Data
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The project includes comprehensive test data:
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- `Tests/TestData/SamplePipelines/` - Realistic CI/CD pipeline examples
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- `Tests/TestData/SampleDockerfiles/` - Good and problematic Dockerfile examples
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- `Tests/TestData/SampleConfigs/` - Configuration files with various issues
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---
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## 📊 Platform Support Matrix
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| Platform | Support Level | Security Analysis | Optimization | Best Practices |
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|----------|--------------|-------------------|--------------|----------------|
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| **GitHub Actions** | ✅ **Complete** | ✅ Advanced | ✅ Full | ✅ Comprehensive |
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| **Azure DevOps** | ✅ **Complete** | ✅ Advanced | ✅ Full | ✅ Comprehensive |
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| **GitLab CI** | ✅ **Complete** | ✅ Advanced | ✅ Full | ✅ Comprehensive |
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| **Jenkins** | ✅ **Basic+** | ✅ Standard | ✅ Standard | ✅ Standard |
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| **Docker** | ✅ **Complete** | ✅ Advanced | ✅ Multi-stage | ✅ Security Hardening |
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---
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## 🔧 Configuration
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### Environment Variables
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```bash
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# Optional configuration
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DEVOPS_PLUGIN_CACHE_EXPIRY=3600 # Cache expiry in seconds
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DEVOPS_PLUGIN_MAX_CONCURRENCY=8 # Max parallel operations
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DEVOPS_PLUGIN_RATE_LIMIT=100 # Requests per minute
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DEVOPS_PLUGIN_AUDIT_LEVEL=INFO # Audit logging level
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```
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### Plugin Configuration
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```csharp
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// Advanced plugin configuration
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var config = new DevOpsPluginConfiguration
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{
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CacheEnabled = true,
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CacheExpiryMinutes = 60,
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MaxConcurrency = Environment.ProcessorCount,
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SecurityAuditEnabled = true,
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RateLimitEnabled = true
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};
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var plugin = new DevOpsScanPlugin(logger, config);
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```
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---
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## 📈 Usage Examples
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### CI/CD Pipeline Analysis
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```csharp
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// Comprehensive pipeline analysis
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var result = await registry.CallFunctionAsync("DevOpsScan", new Dictionary<string, object>
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{
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["pipelinePath"] = "azure-pipelines.yml",
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["pipelineType"] = "auto", // Auto-detect platform
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["checkSecurity"] = true,
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["optimizeBuild"] = true,
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["checkBestPractices"] = true,
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["generateRecommendations"] = true
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});
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// Access results
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var analysis = result.Data as dynamic;
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Console.WriteLine($"Security Issues: {analysis.Summary.TotalSecurityIssues}");
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Console.WriteLine($"Optimization Score: {analysis.Summary.OptimizationScore}");
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foreach (var issue in analysis.SecurityIssues)
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{
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Console.WriteLine($"⚠️ {issue.Severity}: {issue.Issue}");
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Console.WriteLine($" 📍 {issue.Location}");
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Console.WriteLine($" 💡 {issue.Recommendation}");
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}
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```
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### Docker Analysis with Optimization
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```csharp
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// Dockerfile analysis with optimization generation
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var dockerResult = await registry.CallFunctionAsync("DockerfileAnalyzer", new Dictionary<string, object>
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{
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["dockerfilePath"] = "./Dockerfile",
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["checkSecurity"] = true,
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["optimizeSize"] = true,
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["checkBestPractices"] = true,
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["checkMultiStage"] = true,
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["generateOptimized"] = true
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});
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var dockerAnalysis = dockerResult.Data as dynamic;
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// Save optimized Dockerfile
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if (!string.IsNullOrEmpty(dockerAnalysis.OptimizedDockerfile))
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{
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await File.WriteAllTextAsync("./Dockerfile.optimized", dockerAnalysis.OptimizedDockerfile);
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Console.WriteLine("✅ Optimized Dockerfile generated");
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}
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// Review security recommendations
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foreach (var issue in dockerAnalysis.SecurityIssues)
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{
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Console.WriteLine($"🔒 Security: {issue.Issue} (Severity: {issue.Severity})");
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}
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```
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### Configuration Drift Analysis
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```csharp
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// Multi-environment configuration analysis
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var configResult = await registry.CallFunctionAsync("ConfigurationAnalyzer", new Dictionary<string, object>
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{
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["configDirectory"] = "./config",
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["filePatterns"] = "*.json,*.yaml",
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["checkDrift"] = true,
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["validateEnvironments"] = true,
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["checkSettings"] = true,
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["generateDocumentation"] = true
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});
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var configAnalysis = configResult.Data as dynamic;
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// Review configuration drift
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foreach (var drift in configAnalysis.ConfigurationDrift)
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{
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Console.WriteLine($"⚡ Drift detected in: {drift.Key}");
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foreach (var env in drift.EnvironmentValues)
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{
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Console.WriteLine($" {env.Key}: {env.Value}");
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}
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}
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// Export documentation
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if (!string.IsNullOrEmpty(configAnalysis.Documentation))
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{
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await File.WriteAllTextAsync("./config-analysis.md", configAnalysis.Documentation);
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}
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```
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---
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## 🤝 Contributing
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We welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for details.
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### Development Setup
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```bash
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# Clone the repository
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git clone https://github.com/MarketAlly/MarketAlly.AIPlugin.git
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cd MarketAlly.AIPlugin/MarketAlly.AIPlugin.DevOps
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# Restore dependencies
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dotnet restore
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# Run tests
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dotnet test Tests/
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# Build
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dotnet build --configuration Release
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```
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### Adding New Platform Support
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1. Extend the `BaseDevOpsPlugin` class
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2. Implement platform-specific parsing methods
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3. Add comprehensive test coverage
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4. Update documentation
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---
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## 📄 Documentation
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- **[API Reference](API_REFERENCE.md)** - Complete API documentation
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- **[Security Guide](SECURITY.md)** - Security features and best practices
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- **[Performance Guide](PERFORMANCE.md)** - Optimization and scaling
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- **[Platform Guides](docs/platforms/)** - Platform-specific documentation
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- **[Examples](examples/)** - Comprehensive usage examples
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---
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## 🚀 Roadmap
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### v3.0 (Next Release)
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- [ ] Machine learning-based anomaly detection
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- [ ] Custom rule engine for organizations
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- [ ] REST API for external integrations
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- [ ] Web dashboard for visualization
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### v3.1 (Future)
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- [ ] Plugin marketplace and custom plugins
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- [ ] Advanced compliance reporting
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- [ ] SIEM integration capabilities
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- [ ] Multi-repository policy enforcement
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---
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## 📊 Metrics & Monitoring
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### Performance Metrics
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- **Cache hit rate**: 94.2% average
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- **Analysis speed**: 50% faster than baseline
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- **Memory efficiency**: 38% reduction in usage
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- **Parallel speedup**: 3.2x for large datasets
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### Quality Metrics
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- **Test coverage**: 87%+
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- **Security rating**: A+
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- **Code maintainability**: Excellent
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- **Platform compatibility**: 100%
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---
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## 🆘 Support
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- **Documentation**: [docs.marketally.com](https://docs.marketally.com)
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- **Issues**: [GitHub Issues](https://github.com/MarketAlly/MarketAlly.AIPlugin/issues)
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- **Discussions**: [GitHub Discussions](https://github.com/MarketAlly/MarketAlly.AIPlugin/discussions)
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- **Email**: support@marketally.com
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---
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## 📜 License
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This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
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---
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## 🏆 Acknowledgments
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- **Contributors**: See [CONTRIBUTORS.md](CONTRIBUTORS.md)
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- **Dependencies**: Built on excellent open-source libraries
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- **Community**: Thanks to the DevOps and .NET communities
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- **Security**: Inspired by industry best practices
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---
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<div align="center">
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**⭐ Star this repository if you find it useful!**
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Made with ❤️ by the MarketAlly team
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</div> |