AI coding means using AI tools to help write, explain, test and fix software. They make skilled developers faster and make simple builds possible for non-developers, but they do not replace judgment about what to build, how it should be secured and whether it is correct. For a business owner, the useful question is not "do you use AI" but "how do you make sure what it writes is right".
What AI coding tools do
- Autocomplete and suggestions inside an editor.
- Chat assistants that explain code, answer questions and draft functions.
- Agents that take a task, edit several files, run tests and propose changes for a person to review.
- Generators that create a small app or page from a description.
What they are good at
- Boilerplate and repetitive code.
- First drafts of standard features.
- Explaining unfamiliar code and finding likely causes of a bug.
- Writing tests and documentation.
- Prototyping ideas quickly.
What they are weak at
- Understanding your business rules unless you spell them out.
- Architecture and trade-offs across a growing system.
- Security and edge cases, where plausible code can be subtly wrong.
- Knowing when they are wrong. They write confident code either way.
What changes for your project
| Area | Effect |
|---|---|
| Speed | Faster first versions and routine work |
| Cost | Possible savings on routine tasks, but review time stays |
| Quality | Depends on review, tests and standards |
| Risk | New: insecure code, hidden bugs, licensing and data leaks |
What to ask a developer or agency
- Which AI tools do you use, and for what?
- Who reviews AI-written code, and how?
- What tests do you run?
- How do you keep our data and secrets out of AI tools?
- Who owns the code?
- Do you pass the savings on?
Good answers are specific. See AI coding do's and don'ts, security risks of AI-generated code and can AI build my whole app?.
How we use it
We use AI coding tools, including Claude, to move faster on routine work, and we review, test and own everything that ships. Our own products, such as the Moonlight chatbot, are built on Claude too. See how we use Claude for coding and our custom software development service.