Every fix reveals another issue.
The visible bug is often a symptom of fragile state, tangled dependencies, or missing boundaries underneath.
Vibe Code Rescue · Production Readiness
Your AI-Built PlatformProved the Idea.Now Make It Safe to Grow.
Customers cannot log in. Jobs fail silently. Every fix breaks something else. We find the risks underneath your AI-built software, restore the workflows your business depends on, and strengthen the foundation for growth.
Our point of view
Keep the speed and ingenuity that got you here. Add the engineering discipline that gets you safely to what comes next.
Start with evidence
Full Production Readiness Audit.
Before we recommend fixes, we scan the full codebase and architecture to find the defects, risks, and production assumptions that are easy to miss from the interface alone.
You receive a concise, decision-ready report showing what is failing now, what creates the greatest business risk, and what should be addressed first.
Request a Production Readiness AuditIt Worked in the Demo.Production Is a Different Test.
A prototype only has to prove possibility. A production platform has to behave predictably under load, recover when something fails, protect customer data, and support the business without constant intervention.
Customers cannot complete core tasks.
Registration, password resets, notifications, billing, and other essential workflows fail at the moments trust matters most.
The platform needs constant babysitting.
Memory problems, failed scheduled tasks, silent errors, and manual workarounds keep the team in reaction mode.
Growth increases risk, not confidence.
More users and more data should be exciting. Instead, each new customer puts more pressure on an unstable foundation.
Sensitive data raises the stakes.
Healthcare and other regulated workflows need consistent access, audit, encryption, retention, and operational controls—not scattered assumptions.
No one can explain the whole system.
Code exists, but the architecture, deployment path, failure modes, and ownership model are unclear.
Production Readiness Rescue
Stabilize Today.
Build for Tomorrow.
We enter where the system actually is. First we protect the business from active failures. Then we create the technical clarity and production foundation the platform needs to scale.
Assess the real system.
We map architecture, infrastructure, data flows, third-party services, deployment practices, and critical user journeys. You get a risk-ranked recovery plan grounded in evidence.
- Architecture and code review
- Production and deployment review
- Critical workflow tracing
- Risk and remediation priorities
Stop the active damage.
We fix the failures blocking customers and consuming the business: unreliable state, failed jobs, broken access flows, missing observability, and unsafe operational gaps.
- Critical incident remediation
- Authentication and access repair
- Job and scheduler reliability
- Logging, monitoring, and alerts
Harden the foundation.
We refactor where it matters, document the system, strengthen delivery practices, and leave the platform ready for responsible feature growth.
- Targeted architecture improvements
- Security and data safeguards
- Automated testing and release gates
- Documentation and growth roadmap
What changes
A Platform the Business Can Depend On.
Not a ground-up rewrite by default. Not a judgment on how the product began. A focused intervention that preserves what is useful and fixes what cannot safely carry the next stage of growth.
Critical workflows work consistently.
Customers can access the product, recover accounts, and complete the actions the business depends on.
Failures become visible and actionable.
Monitoring, logs, alerts, and ownership replace silent breakage and customer-reported surprises.
Risk is understood and prioritized.
You know what must be fixed now, what can wait, and what investment the next growth stage actually requires.
The team can build with confidence.
Clear architecture, safer releases, documentation, and test coverage create a more durable development rhythm.
When regulated data is involved
Compliance Cannot Be a Patch Applied at the End.
For healthcare platforms, we review the technical and operational safeguards that support HIPAA obligations across the full system—not just the obvious screens. That can include access controls, auditability, encryption, data handling, backups, vendors, incident response, and deployment practices.
FaasHaus provides technical architecture and implementation support. Legal interpretation, formal compliance determinations, and organizational policy remain the responsibility of qualified legal and compliance professionals.
A Good Fit Whenthe Product Is Real.
You have moved beyond an experiment. Customers, revenue, operations, or sensitive data now depend on the application—and the current foundation is limiting what the business can safely promise.
You launched an AI-assisted or lightly engineered platform that is now showing production failures.
Your current developer can keep building features but needs seasoned architecture and production support.
You need to stabilize the product before investing in acquisition, onboarding more customers, or raising capital.
You need a clear answer about what to repair, what to refactor, and what—if anything—must be rebuilt.
Common questions
Straight Answers
Before We Start.
Do you have to rebuild the entire platform?
Usually not. We begin with evidence, then preserve what is sound and intervene where risk, maintainability, or customer impact justifies the cost. If a rewrite is truly the responsible path, we will explain why and sequence it carefully.
Can you work with our current developer?
Yes. This is often the best model. We can provide architecture, production engineering, review, and mentorship while the person who knows the product continues contributing.
Will you keep using AI in the development process?
Absolutely—where it improves speed without outsourcing judgment. We use AI as a capable tool inside an engineering process that still includes architecture, review, testing, security, and accountable human ownership.
Can you make us HIPAA compliant?
We can assess and implement technical safeguards that support your HIPAA obligations, and work alongside your legal or compliance advisors. No developer should promise compliance based on code changes alone; it also depends on policies, operations, agreements, training, and ongoing governance.
How does the engagement begin?
Tell us what is failing and how it affects your customers. Jim or Kat will discuss the product, urgency, and access needed, then confirm the assessment scope and fee before work begins. Remediation is scoped separately.
Not live yet?
If the prototype works and you want to prevent production problems before launch, start with our Prototype to Production offer.
The idea already has momentum
Do Not Let the Foundation Become the Ceiling.
Bring us the platform, the production problems, and what the business needs to do next. We will help you determine the responsible path from working prototype to dependable product.
Audits start at $1,500Request an auditFounder-led · Senior engineering · No junior handoff