Free Production Readiness Check
How Ready Is Your App for Real Users?
Answer a short set of guided questions and get a clearer view of what looks strong, what may need attention, and what to ask your team next.
Guided questions — no repository access required
Risk signals from your answers — not confirmed findings
Clear next steps for what to investigate with your team
Free Production Readiness Check
Start Your Production Readiness Check
Answer guided questions about your product stage, users, launch plans, data, payments, and known technical concerns. The AI CTO evaluates those answers in context so you can see what looks solid, where uncertainty may matter, and what to investigate next.
- Is this ready for real users?
- What looks strong right now?
- Where might risk be hiding?
- What should I ask my team?
- What should I investigate next?
A guided assessment — not a code scan
It can identify risk signals and questions worth investigating. It cannot access your repository, confirm bugs or vulnerabilities, or verify that the product is production-ready without an engineering review of the real system.
No repository access is required.
6sense AI CTO
Online · Preliminary diagnostic
Starting your assessment…
What the AI looks at
The Check Looks at Risk in Context
Product Stage & Traction
Where the product is today, including users, revenue, funding, and how much the business already depends on it.
Launch & Business Impact
How soon you plan to launch or scale, what commitments exist, and what happens if the product fails at the wrong time.
Data & Security Exposure
Whether the app handles accounts, sensitive information, payments, or integrations that increase the consequence of mistakes.
Known Technical Uncertainty
The bugs, reliability concerns, testing gaps, deployment questions, or technical areas your team has not clearly explained.
When to check
When Is a Production Readiness Check Worth Taking?
A deeper technical review becomes more useful as the consequence of getting a technical decision wrong increases.
Your product is moving from prototype or MVP toward a real launch.
You already have users, customers, revenue, or investor expectations.
Your app handles accounts, payments, personal data, or sensitive business information.
You have recurring bugs, unclear technical answers, or concerns you cannot independently verify.
The cost of a bad technical decision is becoming higher than it was during early experimentation.
Your report
What Your Readiness Report Will Show You
What Looks Strong
See where your product and engineering setup appear to be in a healthy position based on the information you provide.
Potential Bugs & Reliability Risks
Identify signals that may point to bugs, testing gaps, maintainability concerns, or other areas that deserve investigation.
Security Observations
See where authentication, access, data, payments, or integrations may create security questions worth validating.
Production-Readiness Opinion
Get a practical view of whether the product appears ready for its current stage, users, and business exposure.
Questions to Ask Your Team
Leave with specific questions and information to collect so you can verify what is happening inside the product.
What You Should Do Next
Get practical next steps based on your answers, including what to investigate, what information to collect, and what deserves attention now.
Production readiness opinion
Elevated technical risk relative to current exposure
Sample report · generated by the assessment
| Sample report | Signals · not confirmed findings |
|---|---|
| What looks strong | You are collecting structured information before making the next technical decision. The product has enough context to identify which technical questions matter most. |
| Reliability signals | Your answers suggest testing confidence around critical changes may need validation. Deployment, monitoring, or operational ownership may be areas of uncertainty. |
| Security observations | Your application appears to handle payments or similarly sensitive transactions, so related controls are worth validating. Access control and data handling may be worth validating before the next high-stakes commitment. |
| What you should do next | Treat the highest-consequence areas — data, access, reliability, ownership — as investigation priorities. Get an engineer-reviewed view of the real system before the next high-stakes commitment. If you are dealing with an active outage or security incident, treat it as urgent rather than a normal planning cycle. |
What looks strong
- Signals · not confirmed findings
- You are collecting structured information before making the next technical decision. The product has enough context to identify which technical questions matter most.
Reliability signals
- Signals · not confirmed findings
- Your answers suggest testing confidence around critical changes may need validation. Deployment, monitoring, or operational ownership may be areas of uncertainty.
Security observations
- Signals · not confirmed findings
- Your application appears to handle payments or similarly sensitive transactions, so related controls are worth validating. Access control and data handling may be worth validating before the next high-stakes commitment.
What you should do next
- Signals · not confirmed findings
- Treat the highest-consequence areas — data, access, reliability, ownership — as investigation priorities. Get an engineer-reviewed view of the real system before the next high-stakes commitment. If you are dealing with an active outage or security incident, treat it as urgent rather than a normal planning cycle.
Important to know
What This Check Can — and Can’t — Tell You
It can identify risk signals and questions worth investigating. It cannot confirm code-level findings without inspecting the codebase.
It does not access or scan your source code.
It does not verify your architecture or implementation.
It does not confirm a specific bug or vulnerability.
Any concern raised should be treated as a signal to investigate, not a confirmed finding.
Get a Clearer Picture Before Your Next Technical Decision
Turn uncertainty into a focused view of what looks solid, what deserves attention, and what you should ask your team next.