Building an AI Agent for Test Failure Investigation with Function Calling

When tests fail in complex codebases, developers often spend significant time investigating the root cause. This post explores building an AI-powered agent that automatically investigates test failures by analyzing code, database, git history, and test reports using function calling capabilities. Consider a typical test failure scenario: An integration test fails with an assertion error The…