From Vibe Code to Production-Ready
How Zenithive takes your AI-assisted app and makes it something you can confidently put in front of paying clients.
Vibe coding gets you 80% there.
The last 20% is where things break.
Security Risks
Secrets committed to git. Keys exposed. Surprise bills from leaked credentials.
Data Leakage
No auth checks. One client can see another's data. Broken multi-tenancy.
Cost Spirals
AI API costs spiral the moment real users arrive. No rate limits or caching.
Zenithive's 6-phase framework
We audit your codebase the way an attacker would.
Automated Scanning
Full commit history scan with truffleHog. Secrets committed in AI-generated code are common.
Manual Pentesting
OWASP Top 10 testing: IDOR, broken auth, rate limits, SQL injection, and CORS misconfig.
Hardening
Move secrets to env vars, rotate keys, add security headers, and restrict error responses.
Compliance
Ensure data handling meets standard security protocols for enterprise clients.
Infrastructure that grows with you.
Railway (0–3 clients)
Speed of light deployment. PostgreSQL + Redis plugins. Custom domains + free TLS. Cost: $40–75/mo.
AWS Fargate (3–5+ clients)
ECS Fargate on Graviton ARM. RDS PostgreSQL with backups. ALB + CloudFront. Cost: $90–115/mo.
Migration day is a config change, not a rewrite.
| Component | Railway | AWS Enterprise |
|---|---|---|
| Database | Railway PostgreSQL | RDS PostgreSQL (DMS Migration) |
| Cache | Railway Redis | ElastiCache Redis |
| App Service | Container Service | ECS Fargate (Same Image) |
| Domain/SSL | Railway Edge | ALB + CloudFront + ACM |
| Secrets | Railway Variables | AWS Secrets Manager |
"Zenithive runs Railway and AWS in parallel for 48 hours before cutting over DNS."
AI API never called from the frontend. Period.
Hardening Rules
AI proxied through backend. Redis caching layer. Per-tenant rate limits. Token usage logging.
Cost Techniques
Model tiering (60-80% saving). Prompt caching (20-50%). Batch API (50%). Compression (10-30%).
Reliable deploys. Proactive monitoring.
CI/CD Pipeline
Lint/Test on PR. Docker build + scan. Auto-deploy to staging. Manual production gate. Auto-rollback.
Observability
Structured JSON logs with tenant_id. Alarms for latency/errors. Sentry tracking. 99.5% uptime SLA.
Predictable costs. 15-minute onboarding.
| Stage | Infra Cost | Onboarding Checklist |
|---|---|---|
| 0-2 clients (Railway) | $40–60/mo | Tenant isolation tested |
| 3 clients (Railway Pro) | $60–90/mo | Custom subdomain provisioned |
| 3-4 clients (AWS) | $90–115/mo | DPA signed & Legal compliance |
| 5+ clients (AWS Savings) | $70–95/mo | Per-tenant rate limits active |
We don't consult. We build and hand it over.
Ship in days, not months
Full production setup in under a week. We own the infrastructure so you can focus on the product.
We know where AI code fails
Hardcoded secrets, missing auth checks, CORS wildcards. We've seen them all and we fix them all.
"Zenithive is the team between your AI-assisted codebase and your first paying client."
Nothing goes live until this is green.
Security
npm audit clean, history scanned, secrets rotated, OWASP check, headers on.
AI Services
Spend limit set, proxy in place, Redis cache live, rate limits active, fallback tested.
Infra + Onboarding
Health check live, staging env live, DPA signed, isolation verified, monitoring active.
Your vibe-coded app is closer to production than you think.
Zenithive takes it the rest of the way.
Security. Infrastructure. AI cost control. Client onboarding.
Let's get it live.
www.zenithive.com