You shipped it.
Can your business
depend on it?
Take the 5-minute check to spot gaps in your AI-built system's security, reliability, and ability to handle growth.
8 questions. Plain-English results. A clearer next step.
See your results without entering an email. No code access required.
A working app is a start.
Know what’s ready.
Find what needs a closer look.
From “it works” to
“we can depend on it.”
You shipped in weeks what used to take a team months. Now customers, partners, or investors may be depending on what you built. Have you checked what is underneath?
This short self-check helps you identify the questions worth answering before a traffic spike, a customer security review, or an unexpected outage answers them for you.
Eight areas. Fewer blind spots.
Understand what to ask about,
without becoming an engineer.
Secrets
Where API keys and credentials live.
Environments
Whether testing can affect real customers.
Access
Whether people can reach data they should not see.
Personal data
What you collect, why, and how you manage it.
Outages
How you find out when something breaks.
Handoffs
Whether someone else could maintain the system.
Backups
Whether you can actually restore your data.
Growth
What happens when demand increases.
Eight signs your AI-built app needs a closer look.
A short, plain-English guide for founders who shipped fast. Each sign comes with the question to ask, why it matters, the practical next step, and the evidence to look for, plus a printable checklist you can hand to your developer.
- The eight areas, in the order most teams should verify them
- One page per sign: question, concern, next step, evidence
- A printable checklist to review with your team
- How the free five-minute check scores your answers
- Secrets
- Environments
- Access
- Personal data
- Outages
- Handoffs
- Backups
- Growth
A useful next step starts here.
Answer honestly.
Answer eight questions about your system.
See the whole picture.
See which gaps you reported and which areas you still need to verify.
Make a plan.
Get practical next steps and an optional checklist by email.
Know what to fix first.
You may already have a system worth building on. The next step is understanding where it needs attention. A 30-day architecture discovery with George Rios helps map the system, examine the highest-priority gaps, and define a practical plan before implementation begins.
Talk through your highest-priority gapStart with a discovery call to discuss your system and whether the engagement fits.Map the system.
Examine the gaps.
Define the plan.
Good questions.
Straight answers.
Know what the check can help with.
How this check worksDoes this scan my application?
No. It uses your answers to highlight areas to investigate. You do not need to share source code, credentials, or customer data.
Will this tell me whether my app is secure?
It can help surface gaps and unanswered questions. Establishing security requires examining and testing the actual system.
What if I do not know an answer?
Choose “Not sure.” Knowing what still needs verification is a useful result.
Do I need to rebuild everything?
The check cannot determine that. The next step is to understand the important gaps and decide what needs to change.
Do I need to provide an email?
No. Your results appear immediately. You can optionally request a personalized checklist by email.
What happens after the check?
You can use the checklist with your team or book a conversation with George about your next step.
A practical check from George Rios
Vibe Reality Check is sponsored by George Rios Consulting LLC. George helps businesses understand their systems, make architecture decisions, and plan the work that matters next.
Learn more at georgerios.com ↗