Technical questions about how TurtleApps works under the hood.

How does the AI understand my codebase?

When you connect a repository, TurtleApps analyzes your code structure, patterns, and conventions. The AI learns your coding style, framework usage, and project architecture to generate code that fits seamlessly.

What AI models does TurtleApps use?

TurtleApps uses a combination of state-of-the-art language models fine-tuned for code generation. We continuously update our models to provide the best results.

How do preview environments work?

For each ticket, TurtleApps creates an isolated preview environment:

Spun up automatically when AI completes implementation
Includes all your code changes
Has its own URL for testing
Cleaned up automatically after merging or rejecting

💡Environment Limits

The number of concurrent preview environments depends on your plan. Environments are automatically cleaned up to stay within limits.

How does deployment work?

TurtleApps handles deployment in several ways depending on your setup:

Managed hosting — We deploy directly to our infrastructure
GitHub integration — We push to your repo, triggering your CI/CD
Custom webhooks — We notify your systems to trigger deployment

Can I review the code before deployment?

Absolutely! Every change can be reviewed in the preview environment and as a code diff before deployment. You maintain full control over what gets deployed.

What happens if the AI makes a mistake?

Multiple safety nets protect against errors:

Preview environments let you test before deploying
Approval workflows require human review
Instant rollback if issues are found in production
All changes are tracked and reversible

Does TurtleApps support databases?

Yes! TurtleApps can work with various databases including PostgreSQL, MySQL, MongoDB, and more. The AI can write migrations, queries, and schema changes.

⚠️Database Migrations

Always review database migrations carefully before deploying. Destructive changes are flagged for extra attention.

Can I use TurtleApps with a monorepo?

Yes, TurtleApps supports monorepos. You can create separate projects for different parts of your monorepo or manage them together.

What about environment variables and secrets?

Environment variables are stored securely and injected at build/runtime. Secrets are encrypted and never exposed in logs or to the AI.

Is there an API?

Yes! TurtleApps offers a full REST API for programmatic access. Create tickets, trigger deployments, and integrate with your existing tools. See our API documentation for details.

Technische Vragen