Your Cursor app is broken.
We fix it in 1 to 3 weeks.
If AI got you to a demo but not to production, we audit the code, decide what to rescue vs rebuild, and harden the critical paths so you can launch without months of debugging.


Built with AI? Good. That tells us where to look first.
Different tools create different kinds of mess.
The fastest path from broken demo
to stable product.
We do not sell mystery retainers. We audit the bottleneck, choose the shortest path to launch, and execute the critical fixes or rebuilds first.
$ appstabilizer scan ./src
Scanning 247 files...
✗ config.ts:14 API key in client bundle
✗ page.tsx:87 N+1 query (47 fetches)
⚠ checkout/page.tsx No error boundary
⚠ useAuth.ts:23 Token in localStorage
○ components/ui/ 12 unused imports
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
23 issues · 3 crit · 7 high · 9 med
1. We Audit The Bottleneck
rescue/stabilize-codebase
Resolve circular deps
Fix broken imports
Add error boundaries
Type 34 any → typed
Run test suite
2. We Fix Or Rebuild The Critical Path
Ready
2s ago · 4.1s
3. You Ship With Guardrails
Real Code, Real Cost
Fixing one bad route after launch costs more than building the whole app did.
This is a real API route. It works in dev, it passes code review, and it ships. Then someone sends a weird payload and your database is wide open. We see this in almost every codebase we audit.
Every week you wait,
the fix gets more expensive.
Broken auth, flaky deploys, and slow queries do not stay contained. Every new prompt usually adds more debt. The fastest way out is a clear decision on what to rescue, what to rebuild, and what to stop touching.


Codebase Rescue
When the foundation is mostly there, we untangle the code, remove dead weight, and stabilize the parts that keep breaking.
Strategic Rebuilds
When auth, payments, onboarding, or data flow are too brittle to trust, we rebuild those paths cleanly instead of stacking more patches on top.
Rate Limiting
429 throttle configured on all /api/* routes · 100 req/min per IP.
Input Validation
XSS & injection guards on 12 form endpoints.
Production Hardening
We add the guardrails AI usually skips: validation, rate limits, better error handling, and a safer deployment path.
API & Database Repair
Your app works fine with 10 users. With 1,000 it crawls. We find the slow queries, add the missing indexes, and fix the endpoints that break under real traffic.
Ongoing Support
Need help after launch? We can stay involved for hotfixes, releases, and new feature work without forcing you into a giant agency engagement.
What you leave with
is a safer way to ship.
Cleaner code. Critical-path tests. Safer deploys. Better handoff notes. And a product you can keep building on without praying before every release.


Dead Code Removal
AI writes code it never uses. Extra components, unused packages, functions nobody calls. We strip it all out so your app loads faster and your code actually makes sense.
appstabilizer.js
Auth & Security Fixes
API keys in the source code. No rate limiting. Auth that works for the demo but not for real users. We lock it all down before someone else finds the holes.
Test Coverage
Your app has zero tests right now. That means every change is a coin flip. We add tests to the parts that matter so you can update your code without breaking everything.
Performance Tuning
Slow page loads. Database queries that take seconds. Memory leaks that crash the browser tab. We find what's slow and make it fast.
Bundle Size
Grand Slam Offer
Pick the fastest path from broken demo to stable launch.
Every engagement starts with a free audit. From there we recommend the right container: a rescue sprint if the core is salvageable, or a rebuild sprint if the risky parts need to be replaced.
Step 1
Free Rescue Audit
30-minute working session
We review the app, find the highest-risk bottlenecks, and tell you whether the fastest path is rescue, rebuild, or both.
- Live code and deployment walkthrough
- Priority issue map
- Rescue-vs-rebuild recommendation
- Fixed-scope next-step plan
Core Offer
1 to 2 Week Rescue Sprint
Best when the core app mostly works
We stabilize the parts worth keeping, remove dead weight, and harden the critical paths that are blocking launch.
- Code cleanup and dependency untangling
- Critical bug fixes and production hardening
- Tests around the flows that matter most
- Deployment fixes and launch support
Higher-Certainty Path
2 to 3 Week Rebuild Sprint
Best when the critical path is too brittle to patch
We rebuild the risky core, keep the rest moving, and give you a cleaner foundation to launch and extend.
- Rewrite auth, payments, onboarding, or data flow
- Replace fragile architecture around the critical path
- Migration plan for users, data, and deploys
- Cleaner handoff with documentation and support
Risk Reversal
Clarity first. Scope second.
- If the audit does not end with a clear rescue-or-rebuild recommendation, we will not pitch a paid engagement.
- If something inside the agreed scope breaks during the 14-day handoff window, we fix it.
What You Actually Buy
A fixed-scope path to launch.
Not an open-ended debug retainer. Not a giant rebuild by default. You get a clear decision, critical-path implementation, and a handoff you can keep building on.
- Fixed scope, fixed price, fixed timeline before build starts
- Daily updates while the work is live
- Handoff notes, deployment help, and a cleaner release path
Best fit for founders who already have an app, already have users or launch pressure, and want the fastest honest path to something they can actually ship.