Day 14: AI Service Testing Framework - Testing the Untestable

🧪 Master AI Testing: Build Production-Ready Framework for Non-Deterministic Systems

📋 Today's Implementation Agenda

Core Learning Objectives:

• Testing Strategies for probabilistic AI outputs and semantic validation

• Automated Framework with Python backend + React dashboard integration

• Performance Validation through concurrent load testing and failover mechanisms

• Production Patterns used by major tech companies for AI service reliability

What We'll Build:

• Multi-layer testing framework with deterministic, semantic, and performance validation

• Real-time testing dashboard with live provider monitoring

• Comprehensive test suite covering generation, failover, and load scenarios

• Integration with Day 13's AI abstraction layer for end-to-end validation