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For founders moving from MVP to production
SaaS Code Audit & Production Rescue
A SaaS code audit turns an uncertain launch into a concrete engineering plan. I review the code, data boundaries and critical user journeys, document reproducible risks, then help you remediate them and maintain the product. Bring an existing SaaS or an MVP built with Lovable, Cursor or Replit.
When an audit is the right next step
Your demo works, but you cannot explain who can access each customer’s data, whether billing survives retries, or how to recover a failed deployment. You may have paying users, a stalled handover or an AI-generated MVP that has become difficult to change. Start with an evidence-based production readiness audit before committing to a rewrite.
1. Audit: understand the product and prove the risks
We agree the critical journeys and review boundaries first. I inspect architecture, dependencies, authentication, authorization, data access, payment processing and deployment configuration. Findings include reproduction steps, affected code, business impact and a prioritized remediation plan. The handover distinguishes verified defects, design trade-offs and areas that could not be tested.
What the review covers
For a Next.js code audit: server/client boundaries, route protection, input validation, caching of user-specific data, error handling and deployment behavior. For a Supabase security audit: tenant boundaries, row-level security, privileged server access and storage policies. Payment review covers duplicate and out-of-order events, reconciliation, refunds and entitlement changes. AI app code audits also examine tool permissions, untrusted inputs, evaluation coverage and human escalation.
2. Remediation: fix the highest-impact problems
After the review, we agree a separate implementation scope. I follow the existing architecture, address root causes, add regression checks for the affected behavior and prepare a staged release with rollback steps. You receive reviewable changes and evidence of what passed. A working foundation is retained wherever possible; a rewrite needs a specific technical reason.
3. Ongoing engineering: keep production maintainable
After release, ongoing work can cover monitoring, incident follow-up, dependency maintenance and the next product milestones. We agree ownership, availability and priorities explicitly. This is a continuation option, not a requirement to receive your audit findings or code.
Lovable, Cursor and Replit app rescue
The tool that generated the code is context, not a diagnosis. I inspect the actual repository and connected services. Rescue may mean tightening authorization, replacing a fragile integration or making deployment reproducible. Moving off a builder and changing the application architecture are separate decisions; see when to move off Lovable.
Production experience behind the review
My existing work includes VenueX AI as Lead Engineer, Database Vault as founder and full-stack engineer, and Dryva for booking, tracking and payments. These case studies demonstrate implementation experience; they are not claims that those clients commissioned this audit service.
Scope, access and deliverables
Send the stack, repository size, stage of the product, launch deadline and the journeys you are most worried about. Share architecture notes or a sanitized example initially; do not send passwords or production customer data in an inquiry. Review access and a safe test environment are agreed after scoping. The proposal identifies the systems included, exclusions, deliverables, schedule and fee before work starts.
Start with the uncertainty you need resolved
Request an audit and describe what would prevent you from launching confidently. Need a new product instead? See Next.js SaaS development. Need a focused agent review? See AI agent testing.
Frequently asked questions
Proof: related case studies
- VenueX AI: Multi-channel Sales Agent Engineering — Lead engineering for VenueX AI — the AI sales platform built for wedding venues, event spaces, golf clubs, and caterers. The product positions itself as an always-on sales team that replies in seconds across email, SMS, and website chat, then qualifies leads and books tours on real calendar availability.
- Database Vault: Backup & Recovery SaaS Engineering — Database Vault is a secure SaaS product for automated cloud database backups — PostgreSQL, MySQL, MongoDB, Firebase, and Supabase — with encrypted storage, scheduling, monitoring, and one-click restore. I founded and built the product end to end.
- Dryva: Courier Booking, Tracking & Payments — Full-stack delivery for Dryva Courier (dryva.online) — an on-demand courier brand in Jamaica powered by Dryv Group. The public site promotes fast, reliable package delivery with competitive pricing, seven-day service, real-time tracking, and secure online payments for residential and SME customers.
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Last updated Sep 8, 2026