10+ Years Experience
Production Readiness Audit
Your AI App Works. But Will It Survive Production?
Most AI apps work in demos, not production. Find hidden scalability, security, and architecture risks before they become expensive.
Full-Stack & DevOps
Security & Scalability
Tech Stack Experience
Get a Production Readiness Audit
In this audit, I'll review your:
- Architecture & code structure
- Scalability risks
- AI-generated code quality
- Deployment setup
- Security & operational gaps
- Maintainability issues
You'll receive:
- ✅ Production readiness score
- ✅ Architecture review
- ✅ Security assessment
- ✅ Scalability analysis
- ✅ Prioritized action plan
- ✅ Detailed Loom walkthrough
Who This Is For
This is for you if:
- You built an MVP using AI coding tools
- Your app works, but feels messy underneath
- You're worried about scalability or maintainability
- Deployment and DevOps feels fragile
- You move fast but want to avoid technical debt disasters
- You want expert engineering guidance without hiring a full team
Common Problems
Most AI-built apps hit the same wall:
- ❌ Spaghetti architecture
- ❌ Duplicate AI-generated logic
- ❌ No observability or monitoring
- ❌ Poor deployment workflows
- ❌ Hidden scalability bottlenecks
- ❌ Fragile codebases that become painful to maintain
The faster you catch these issues, the cheaper they are to fix.
About Me
I'm a software engineering leader with 10+ years of experience across:
Backend systems Full-stack development DevOps & Kubernetes Architecture & scalability Engineering leadership
I've worked from individual contributor roles through to engineering management, and I specialize in turning messy systems into maintainable, scalable software that can handle real production use.
Now I'm applying that experience to AI-generated applications that need a serious engineering review before launch.
What Happens During the Audit
Step 1 - Submit Your Project
Share your repo, architecture overview, or deployed app.
Step 2 - Deep Technical Review
We inspect:
- ✓ Hidden security vulnerabilities
- ✓ Architecture bottlenecks
- ✓ AI-generated code quality
- ✓ Performance & scaling risks
- ✓ Infrastructure & deployment
- ✓ Maintainability issues
Step 3 - Receive Your Roadmap
You'll receive:
- 📄 25–40 page Production Audit Report
- 🎥 Personalized walkthrough video
- 🚨 Prioritized Critical / High / Medium issues
- 🛠 Action plan with estimated effort
- 📈 Production readiness score
Pricing
Tier 1
Basic Audit
$297 USD
Best for smaller MVPs and codebases under a defined size limit.
- ✅ Production readiness scorecard
- ✅ Prioritized action plan
- ✅ 15-minute Loom walkthrough
- ✅ Best for smaller codebases
Tier 2
Most Popular
Deep Dive
$597 USD
For larger, more complex apps that need deeper architectural review.
- ✅ Full architectural breakdown
- ✅ Security gap analysis
- ✅ 30-minute Loom walkthrough
- ✅ 1 week of async support
Need Help Implementing The Fixes?
You don't have to fix it alone. If you need an extra set of hands, I can step in to provide:
- Clean Architecture Blueprints for safe feature expansion
- Hands-on Code Refactoring for production-grade logic
- CI/CD & Infrastructure Setup for reliable deployments
- Fractional CTO Support via async Slack or weekly syncs
💡 Zero Pressure: The audit is a standalone, self-contained deliverable. You get the exact roadmap to fix the issues yourself, with absolutely no pressure to hire me for execution.
FAQ
Do I need to be technical?
No - this works for both technical and non-technical founders.
What stacks do you support?
Most modern web stacks, including Python, Node.js, C#, Rust, and common cloud/deployment setups.
Is this only for AI-generated apps?
Primarily yes - especially apps built rapidly with tools like Cursor, Claude, Lovable, Bolt, and similar AI-assisted workflows.
Will you rewrite my code?
No - this is an audit and roadmap engagement. Implementation support can be discussed separately.
Before You Launch, Find The Problems AI Didn't Tell You About.
Book your production readiness audit before your users find them for you.
Get My Audit