Engineering Unit Testing Test Generation

Unit Test Prompt — Isolation Done Right

Mock the dependencies, test the business logic, one behavior per test — the unit testing contract that bans plumbing tests.

Overview

Bad unit tests come from a missing philosophy: tests that hit the real database, tests named test1, tests asserting that mocks were called instead of that behavior happened. This setup generates the unit testing contract — every dependency mocked, business logic over plumbing, one behavior per test with names that state condition and result, fast and deterministic — plus the failure scenarios unit tests exist for: throwing dependencies, invalid arguments, boundary returns, and wrong-state calls.

Workflow

  1. Paste the unit, get the contract

    The prompt carries isolation rules and failure scenarios — the model tests instead of improvising.

  2. Check the mock boundary

    Every external dependency mocked, nothing internal mocked — the line that keeps unit tests unit tests.

  3. Read the ASSUMPTIONS block

    Where the code's intent was ambiguous, the model says so instead of testing its own guess silently.

Why This Works

  • Isolation rules stop the most common AI test failure: integration tests wearing unit test names
  • Named failure scenarios produce the error-path tests happy-path prompts skip
  • One-behavior-per-test discipline makes failures diagnosable from the test name alone

Best for

  • Service and domain logic with mockable dependencies
  • Teams whose AI-generated tests keep touching the network
  • Codebases where test speed is CI speed

Not for

  • Testing real component boundaries — that's the Integration Test Prompt
  • Finding what's wrong with the code — that's the Code Review Prompt Generator

Use cases

  • Generating unit tests that mock instead of hitting real services
  • Getting test names that identify the broken behavior on failure
  • Covering the throwing-dependency paths nobody writes by hand

Tip: Save time by exploring related resources and tools that integrate with this workflow.

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