AI vibe coding — fast builds with senior oversight
Ship portals, tools and integrations faster with AI-assisted delivery — without turning speed into tech debt.
AI is the accelerator. Oliver Burton is the UK fractional CTO who owns architecture, security, testing and fit with your existing systems. Not a ChatGPT wrapper agency — hands-on engineering with production standards.
No hard sell. If a scoped build is not the right next step, we will say so.
Who it's for
Built for UK B2B teams that need speed and systems that survive contact with production:
Already shipped something with Cursor, Copilot or ChatGPT and worried about what is under the bonnet? Start with an AI vibe code audit — then come back here for remediation or a clean rebuild.
What you get
AI-accelerated delivery with the same standards you would expect from a senior engineer owning the outcome:
Faster vertical slices
Working portals, tools and integrations in weeks, not quarters — with AI where it genuinely accelerates.
Architecture that fits your stack
Designed around your ERP, APIs and data boundaries — not a greenfield toy app that ignores reality.
Security and production readiness
Auth, secrets, data access, deployability and basic observability treated as first-class — not afterthoughts.
Testing discipline
Critical paths covered so the next change does not quietly break stock, pricing or order flow.
See the broader services and pricing for how this sits alongside ERP modernisation, portals and fractional CTO retainers.
How it works
1. Discovery
Scope, constraints, systems and success criteria — honest about what AI will and will not help with.
2. Architecture spine
Boundaries, data access, auth and integration points fixed before generative coding runs wild.
3. AI-assisted build
Rapid implementation with senior review on every risky change — especially anything touching money, stock or PII.
4. Harden & hand over
Tests, deploy path, docs and a maintainable codebase your team (or us) can keep shipping against.
What we won't do
Clear boundaries protect quality and your budget:
Outcomes
Speed with a spine
Features land quickly because architecture and integration risk are decided early — not rediscovered mid-sprint.
Code you can own
Readable structure, tests on the critical path, and handover notes — not a prompt transcript dressed as a repo.
Fewer production surprises
Security, data access and deployability checked before customers, investors or compliance ask hard questions.
UK B2B teams trust HTML Studio with system-backed delivery — see our case studies
“Highly recommended — polished, professional work and excellent communication throughout.”
Frequently asked questions
What is vibe coding, in plain terms?
Vibe coding means using AI coding tools (Cursor, Copilot, ChatGPT and similar) to move from intent to working software much faster. The risk is that speed without architecture, tests and security review creates brittle systems. This service keeps the speed and adds senior oversight.
Do you only use AI, or do you still write code yourself?
Both. AI accelerates scaffolding and routine work; Oliver reviews, restructures and owns anything that touches security, integrations, data integrity or long-term maintainability.
Is this the same as hiring an AI agency?
No. This is fractional CTO / senior engineering delivery for UK B2B — portals, ERP wrappers, APIs and internal tools. There is no template chatbot product and no promise that AI alone replaces engineering judgement.
We already vibe-coded an app — can you fix it?
Yes. Start with the AI vibe code audit for findings and a remediation plan, then use this service for rebuild or targeted fixes. Linking audit → delivery keeps scope honest.
How does pricing work?
After a short discovery call we scope a fixed piece of delivery or map it onto an existing engagement model. See the pricing page for retainers; build work is quoted from real scope, not invented day rates on a landing page.
What stacks do you work with?
Modern web stacks (React/Next, Node, SQL and similar) plus integration with ERPs, APIs and legacy systems. Tooling follows your constraints — the constant is senior ownership of quality.
Ready to ship faster — safely?
Book a discovery call. We will confirm fit, sketch an approach, and point you to an audit first if your codebase already needs a hard look.
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