@polybiouslabs/polybious/dist/core/ab-testing.d.ts

Polybius is a next-generation intelligent agent framework built for adaptability across diverse domains. It merges contextual awareness, multi-agent collaboration, and predictive reasoning to deliver dynamic, self-optimizing performance.

import type { ContentPerformance } from '../types/agent.types';
interface ABTest {
    id: string;
    name: string;
    hypothesis: string;
    startDate: Date;
    endDate?: Date;
    status: 'active' | 'completed' | 'paused';
    variants: ABVariant[];
    results?: ABTestResults;
}
interface ABVariant {
    id: string;
    name: string;
    config: any;
    traffic: number;
    metrics: VariantMetrics;
}
interface VariantMetrics {
    impressions: number;
    engagements: number;
    clicks: number;
    shares: number;
    comments: number;
    conversionRate: number;
    engagementRate: number;
}
interface ABTestResults {
    winner: string;
    confidence: number;
    improvement: number;
    significance: boolean;
}
export declare class ABTestingEngine {
    private tests;
    private testsPath;
    constructor(agentName: string);
    createTest(name: string, hypothesis: string, variants: Array<{
        name: string;
        config: any;
        traffic: number;
    }>): Promise<string>;
    selectVariant(testId: string): ABVariant | null;
    recordPerformance(testId: string, variantId: string, performance: ContentPerformance): Promise<void>;
    concludeTest(testId: string): Promise<ABTestResults | null>;
    getActiveTests(): ABTest[];
    getTestResults(testId: string): ABTestResults | null;
    getAllTestResults(): Promise<ABTest[]>;
    private shouldConcludeTest;
    private calculateResults;
    private calculateConfidence;
    private normalCDF;
    private loadTests;
    private saveTests;
}
export {};