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observability-analyzer

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Production-ready MCP Server for intelligent Loki/Tempo observability dashboard analysis and generation

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export interface REDMethodQueries { requestRate: string[]; errorRate: string[]; duration: string[]; } export interface REDMethodFeasibility { rate: 'high' | 'medium' | 'low'; errors: 'high' | 'medium' | 'low'; duration: 'high' | 'medium' | 'low'; score: number; } export interface ServiceOverlap { lokiServices: string[]; correlationPotential: number; } export interface LogStructure { hasStructuredLogs: boolean; hasServiceLabels: boolean; hasErrorLevels: boolean; hasDurationFields: boolean; detectedFormats: Array<'json' | 'logfmt' | 'unstructured'>; commonFields: string[]; } export interface DataStructureAnalysis { redMethodFeasibility: REDMethodFeasibility; serviceOverlap: ServiceOverlap; logStructure: LogStructure; correlationOpportunities: CorrelationOpportunity[]; feasibilityScore: number; } export interface CorrelationOpportunity { type: 'time-based' | 'service-based' | 'error-pattern'; confidence: number; description: string; services: string[]; exampleQueries: { loki: string; }; } export interface REDQuery { type: 'rate' | 'errors' | 'duration'; service: string; lokiQuery: string; description: string; } export interface ValidationResult { success: boolean; errors: string[]; warnings: string[]; executedQueries: Array<{ query: string; type: 'loki'; success: boolean; error?: string; resultCount?: number; executionTime?: number; }>; } export interface PerformanceOptimizationSuggestion { type: 'query' | 'configuration' | 'architecture'; priority: 'high' | 'medium' | 'low'; description: string; currentQuery?: string; optimizedQuery?: string; expectedImprovement: string; implementationSteps: string[]; } //# sourceMappingURL=monitoring-methods.d.ts.map