Vibe Check
Your team built it fast.
Now make it last.
Internal teams are using Cursor, Claude, Bolt, and Lovable to ship tools that actually work. That's the win. But before these apps scale across the organization, they need to be secure, maintainable, and IT-ready.
The Vibe Check is how TheFocus.AI applies the same production rigor we bring to enterprise AI systems — scoped to your internal application and delivered in days, not months.
Sound Familiar?
The vibe coding wall
"It works in demo"
But nobody knows what happens when real traffic hits it. No tests, no monitoring, no confidence before rollout.
"Nobody wants to touch it"
Every change feels like it might break something. The team has stopped adding features because the risk isn't worth it.
"Is this even secure?"
API keys in the code, no auth checks, SQL queries built from user input. Security hasn't reviewed it — and probably shouldn't yet.
"IT is going to shut this down"
The team shipped something that works. But before it scales across departments, it needs professional eyes.
AI coding tools are the most important shift in enterprise software in a decade. Internal teams can now build working tools in days instead of months. That's not shadow IT — that's competitive advantage.
The internal tool works. Your team solved a real problem, people are using it, and it's delivering value. That's the hard part. Now it's time for the next step: making sure the foundation can support what you're building on top of it. Think of it like a building inspection — the structure is standing, now let's make sure it's ready for occupancy.
How It Works
The Vibe Check
1-4 daysA comprehensive assessment of your codebase. We dig into every layer and give you an honest, prioritized report of what's solid, what's risky, and what needs to change.
What you get:
The Cleanup
1-3 weeksWe roll up our sleeves and fix what matters. Guided by the assessment, we harden your app for production while keeping everything that works intact.
What you get:
What We Inspect
Every layer of your stack
Security
Auth flows, API key exposure, input validation, dependency vulnerabilities, data encryption
Data
Database design, query performance, backup strategy, migration paths, data integrity
Architecture
Code organization, separation of concerns, dependency management, API design, state management
Reliability
Error handling, edge cases, logging, monitoring, graceful degradation
Scale
Load handling, caching strategy, database indexing, rate limiting, async processing
DevOps
Deployment pipeline, environment config, secrets management, CI/CD, rollback capability
Is this for your team?
This is for you if:
- ✓ Your team built an internal tool with AI coding tools (Cursor, Claude, Bolt, Lovable, etc.)
- ✓ People across the organization are already using it
- ✓ IT or security needs to review it before wider rollout
- ✓ You need to hand it off to engineering but don't know its current state
- ✓ Leadership wants confidence before scaling it across departments
This probably isn't for you if:
- ✗ The tool is still a prototype with no active users
- ✗ You already have a dedicated engineering team maintaining it
- ✗ You want the cheapest option (quality assurance isn't a commodity)
- ✗ The application handles no sensitive data and has no compliance requirements
Why Us
We don't just read code — we understand how AI writes it.
40+
years combined experience
50M+
devices reached
3 wks
avg cleanup time
0
junior analysts
We use AI coding tools ourselves every day — Cursor, Claude Code, and everything in between. We know the patterns these tools produce, the shortcuts they take, and the blind spots they have. That means we can assess your codebase faster, more accurately, and with more nuance than someone who's never worked with AI-generated code.
Common Questions
How much does this cost?
Every codebase is different. Reach out and tell us about your app — we'll give you an honest assessment of what it needs and what it'll take. No surprises.
What tech stacks do you work with?
If an AI coding tool can generate it, we can assess and fix it. React, Next.js, Python, Node, Rails, mobile apps — we've seen it all. The patterns of AI-generated code are remarkably similar regardless of framework.
Will you need to rewrite everything?
Almost never. The whole point is to preserve what works and fix what doesn't. Most vibe-coded apps are 70-80% fine — it's the remaining 20-30% that creates all the risk.
What if my app is truly unfixable?
We'll tell you honestly. If a rewrite makes more sense than a cleanup, we'll explain why and give you a roadmap for doing it right. We'd rather give you hard truth than take money for a lost cause.
Do I need to give you access to my codebase?
Yes — we'll need repo access to do the assessment. We sign NDAs as standard practice and can work within whatever security constraints you have.
Can I just get the assessment without the cleanup?
Absolutely. Many clients start with The Vibe Check and use the report to guide their own team or hire developers with a clear spec. The assessment stands on its own as a valuable deliverable.
Your team's tool works. Let's make it enterprise-ready.
Your team did the hard part — they shipped. Now let's make sure the foundation is ready for the rest of the organization.
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Ready to ship production AI?
Whether you need a quick Vibe Check or a full Habitat built on Habitat OS, we'd love to hear what you're working on.