Hands On "AI Engineering"

Hands On "AI Engineering"

Day 32: Integration Testing - Building Bulletproof API Connections

sdr's avatar
sdr
Sep 30, 2025
∙ Paid

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What We're Building Today

Today we're constructing an integration testing fortress around our Quiz Platform's API layer. Think of it as quality gates that verify every handshake between your components actually works in the wild—not just in isolation.

Key Deliverables:

  • Integration test suite covering API endpoints

  • Database integration verification

  • External service testing (Gemini AI)

  • Automated CI/CD test pipeline

  • Real-time test reporting dashboard

The Integration Testing Reality

Integration testing sits in that critical space between "my code works" and "my system works." While unit tests validate individual functions, integration tests verify that when Service A talks to Service B through Database C, magic actually happens instead of chaos.

In production systems like Netflix or Spotify, integration failures cause more outages than individual component bugs. A quiz generation service might work perfectly, but fail when the AI service returns unexpected response formats.

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