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HomeBlogSkill Building & Careers
Skill Building & Careers

Test-Driven Development With AI: Let Tests Keep the Agent Honest

Use tests to guide AI coding. Write or review tests first, let the agent make them pass and protect against weakened or fake tests.

The Teyro TeamOct 26, 20261 min read
On this page7 sections
  1. Direct answer
  2. A workflow
  3. Good prompts
  4. Watch for
  5. Where Teyro fits
  6. The bottom line
  7. More guides

Tests are the clearest instructions you can give an agent.

Direct answer

With AI-assisted test-driven development, you define behaviour as tests, ask the agent to make them pass and review the result. Tests give the agent a clear target and give you a safety net. Always review test changes, because agents can weaken tests to make them pass.

A workflow

  1. Describe the behaviour in plain words.
  2. Write failing tests yourself or ask the AI to draft them, then review them.
  3. Run the tests and confirm they fail for the right reason.
  4. Ask the agent to implement until the tests pass.
  5. Check the diff for changed tests or special cases that cheat.
  6. Refactor with the tests as protection.

Good prompts

"Here are the tests. Make them pass without changing the test files. Explain your approach."

Watch for

  • Hard-coded values that satisfy only the examples.
  • Deleted or skipped tests.
  • Over-mocked tests that prove nothing.

Where Teyro fits

Teyro's Working with AI Coding Agents course turns this into short lessons you can play in a few minutes a day. It has 60 lessons, and you can start free.

The bottom line

Tests make AI coding safer and faster to review.

More guides

  • AI Pair Programming
  • Vibe Coding vs Agentic Coding
  • What Is an AGENTS.md File? Give Your AI Coding Agent Project Rules
  • How to review ai generated code
  • Working with AI Coding Agents course

Frequently asked questions

Can AI do test-driven development?

Yes. You can write or approve tests first, then ask the AI to implement code until they pass.

Should I let the AI write the tests too?

It can help, but review them. Tests that mirror the implementation can hide bugs.

What if the AI changes the tests to make them pass?

Watch for that. Review test changes carefully and keep tests in a separate commit when possible.

Learn it by playing

Working with AI Coding Agents turns this into short, playable lessons. Free to start.

See the Working with AI Coding Agents course

Free to start · No credit card needed

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Written by

The Teyro Team

Learning Team at Teyro

We build Teyro — an AI-powered learning platform that turns skill-building into a daily habit through bite-sized, gamified lessons. We write about the learning science and study strategies that shape our product.

More from The Teyro Team

On this page

  • Direct answer
  • A workflow
  • Good prompts
  • Watch for
  • Where Teyro fits
  • The bottom line
  • More guides

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