Bytewise is a software consultancy that hardens AI-generated apps for production. 45% of AI-generated code ships with an OWASP Top 10 vulnerability (Veracode, 2025), and the gap between a working prototype and a system that survives real users is wider than most teams realize. The services below are the engagements we run to close it.
Your Bubble, Lovable, or Airtable app got you to market. But now you're hitting load time walls, usage-based pricing that scales faster than revenue, and features your platform simply can't support. We migrate your entire application to Next.js + TypeScript + PostgreSQL - same functionality, p95 latency under 100ms on a Postgres-backed stack you own.
Not the kind of chatbot that says "I can't help with that" to every other question. We build AI assistants grounded in your actual data using RAG pipelines - so they give answers your customers trust. Integrated into your existing product, not bolted on as an afterthought.
Lovable, Bolt, and Cursor are incredible for getting to a working prototype. But AI-generated code tends to skip the boring stuff - error handling, security, testing, architecture that doesn't collapse when you add features. We audit what you've got and either fix the critical issues or rebuild the foundation so your app can actually grow.
MCP (Model Context Protocol) is how AI models talk to your systems. We build custom MCP servers that let Claude, GPT, and other models securely interact with your APIs, databases, and internal tools. Plus document processing, invoice extraction, and workflow automation that replaces hours of manual work.
You could vibe-code it yourself and have something in a weekend. But you'd also have an app that breaks under 50 users and costs 3x to fix later. We build MVPs on a production stack from day one - Next.js, TypeScript, Supabase - so you launch fast and never face a painful migration down the road.
An embedded dev team for a flat monthly rate - without the hiring, onboarding, or overhead. Roll ongoing feature work, bug fixes, and improvements into a predictable monthly engagement with your assigned engineers, who already know the code. Scale capacity up or down as your roadmap shifts, with options ranging from steady maintenance to a full-time engineering partner.
Same five dimensions, three honest paths.
| Dimension | Vibe-Code Rescue | Rebuild from scratch | Leaving it as-is |
|---|---|---|---|
| Time | 2–6 weeks, fixed scope | 3–9 months, often slips | Zero up front, weeks lost to firefighting |
| Cost | $15k–$30k fixed | $80k–$250k+ in salary load | Hidden: outage costs, churned customers |
| Code ownership | Yours: repo, infra, runbook | Yours, eventually | Yours, but no one understands it |
| Ongoing burden | Documented, monitored, on retainer | Full team to maintain | Reactive firefighting |
| Business risk | Low: scoped, reversible, observable | High: long timelines, hiring risk | Highest: security incidents and customer loss |
Most agencies sell you a timeline, assign a rotating cast of junior devs, and hope for the best. We are comprised of senior developers, an in-house designer, and a point of contact who actually answers your emails. Every project gets the same team from kickoff to launch. No handoffs, no offshore surprises, no "let me check with the dev team." We are the dev team.
30 minutes. You walk us through what you've built, we tell you what we'd do. Free, no strings.
