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Executives reviewing strategy in a glass-walled meeting room — CTO evaluation of AI tools
Inside Vibely8 min read

What CTOs ask before adopting an AI app builder

Security, code ownership, secrets, observability. The seven questions that come up in every enterprise eval — and how Vibely answers them.

By The Vibely Team · March 8, 2026

Once a tool is "useful enough" inside an organization, it stops being a developer choice and starts being a CTO choice. The questions get sharper. Here are the seven we hear most often, and how we answer them.

1. Where does the code live?

In your repo, your sandbox, your deploy target. Vibely never holds your code hostage — every project exports cleanly to GitHub and runs on stock Node and Expo.

2. Who can see it?

Only members of your workspace. Sandboxes are isolated per project. Previews are served from a Cloudflare worker that strips iframe-blocking headers but enforces auth on private projects.

3. What about secrets?

Secrets are stored encrypted at rest and are never round-tripped through the model. The agent sees the names, not the values.

4. What model is running, and where?

You can pin the model. Default is Claude Opus 4.7 for planning and a faster default for execution. Models run on Anthropic's and Google's infrastructure under standard data-handling agreements.

5. How do you handle vulnerabilities?

Every project ships with a security view that surfaces dependency CVEs, misconfigurations, and basic OWASP checks. We are rolling out third-party pen-testing partnerships next quarter.

6. Observability?

Console logs, agent traces, and tool-call timelines for every turn — exportable to your SIEM via webhook.

7. What if Vibely disappears tomorrow?

You keep your code. You keep your data. You keep your domain. That is the whole bet.

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