/**
 * Agentic QE v3 - Deployment Advisor Service
 * ML-based deployment readiness and risk scoring
 */
import { Result } from '../../../shared/types';
import { MemoryBackend } from '../../../kernel/interfaces';
import { DeploymentRequest, DeploymentAdvice } from '../interfaces';
/**
 * Interface for the deployment advisor service
 */
export interface IDeploymentAdvisorService {
    getDeploymentAdvice(request: DeploymentRequest): Promise<Result<DeploymentAdvice, Error>>;
    recordDeploymentOutcome(adviceId: string, successful: boolean): Promise<void>;
    getHistoricalAccuracy(): Promise<Result<DeploymentAccuracy, Error>>;
}
/**
 * Deployment accuracy metrics
 */
export interface DeploymentAccuracy {
    totalPredictions: number;
    correctPredictions: number;
    accuracyRate: number;
    falsePositives: number;
    falseNegatives: number;
}
/**
 * Configuration for deployment advisor
 */
export interface DeploymentAdvisorConfig {
    riskWeights: RiskWeights;
    decisionThresholds: DecisionThresholds;
    enableMLPrediction: boolean;
    learningRate: number;
}
interface RiskWeights {
    coverage: number;
    testsPassing: number;
    criticalBugs: number;
    codeSmells: number;
    securityVulnerabilities: number;
    technicalDebt: number;
    duplications: number;
}
interface DecisionThresholds {
    approved: number;
    warning: number;
    blocked: number;
}
/**
 * Deployment Advisor Service Implementation
 * Uses ML-based risk scoring to provide deployment recommendations
 */
export declare class DeploymentAdvisorService implements IDeploymentAdvisorService {
    private readonly memory;
    private config;
    constructor(memory: MemoryBackend, config?: Partial<DeploymentAdvisorConfig>);
    /**
     * Get deployment advice based on quality metrics and risk analysis
     */
    getDeploymentAdvice(request: DeploymentRequest): Promise<Result<DeploymentAdvice, Error>>;
    /**
     * Record the outcome of a deployment for ML training
     */
    recordDeploymentOutcome(adviceId: string, successful: boolean): Promise<void>;
    /**
     * Get historical prediction accuracy
     */
    getHistoricalAccuracy(): Promise<Result<DeploymentAccuracy, Error>>;
    private calculateBaseRiskScore;
    private applyMLAdjustment;
    private adjustThresholdsForTolerance;
    private determineDecision;
    private generateReasons;
    private generateConditions;
    private generateRollbackPlan;
    private calculateConfidence;
    private findSimilarDeployments;
    private calculateSimilarity;
    private storePrediction;
    private updateWeightsFromOutcome;
}
export {};
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