The beautiful tip of the iceberg
Most of what we build you'll never see. This is the part you can.
Vibe coding gets a product in front of users astonishingly fast. It does not leave behind tests, a deployment pipeline, monitoring, or anyone who can safely change the code. We close that gap: stabilise the fragile parts, remove the security holes, and put professional managed support behind it, without throwing away what already works.
The same speed that made the prototype possible leaves four predictable gaps behind it.
Generated code often lacks structure, tests, and documentation. When something breaks, nobody on the team can confidently work out why or fix it without breaking something else.
Missing input validation, credentials committed to source, authentication and authorisation oversights, and dependencies nobody has reviewed. Fine for a demo, dangerous with real customers.
No staging environment, no rollback procedure, no monitoring, no backups you have ever tested. Every deployment is a leap of faith.
Prompt-driven changes pile complexity on complexity with no refactoring. Each new feature costs more than the last, until the app is too fragile to change at all.
We work with applications built in or with:
A code audit, the critical fixes, automated tests around the business logic that matters, and a CI/CD pipeline with a staging environment. No unnecessary rewrites: we keep everything that is working.
Ongoing SLA-backed support covering bug fixes, feature requests, performance, security patches, and hosting, with monthly reporting and a named team who know the codebase.
Continuous refactoring during support so code quality rises without ever destabilising what users rely on. Over time the app becomes something any competent team could maintain.
The assessment answers this candidly. Both paths end in the same place: a supported product with a dedicated team behind it.
We review the code, infrastructure, and deployment configuration, using AI-assisted analysis verified by senior engineers. You get a candid view of what is salvageable.
Security vulnerabilities and exposed credentials. Error handling and data validation. CI/CD pipeline and staging. Automated tests for core business logic. Monitoring and alerting.
A dedicated team takes ownership of the codebase. Monthly activity and metrics reports. Quarterly reviews to recalibrate the SLA and plan the next improvements.
We use AI tooling every day in our own AI software development work, so we know exactly where generated code tends to go wrong.
Technical owner: runs the assessment, plans stabilisation, and stays your ongoing technical contact.
CI/CD, hosting, monitoring, backups, and safe deployment procedures on Azure or your existing platform.
Automated test coverage, security validation, and regression testing so fixes stay fixed.
Your point of contact: coordinates the team, reports progress, and keeps scope honest.
Every engagement starts from the same foundation: understand the estate, take operational ownership, then improve it. These pages cover the situations we are asked about most.
Stabilise and harden AI-built applications, then support them professionally so they last.
Handing a live system to a new partner means trusting them with source code, credentials, and data. We make that easy to verify: our policies, certifications, and evidence are published openly in our Trust Centre, and the commercial terms we work to are set out in our Client Playbook.
Our complete policy set, certifications including Cyber Essentials, insurance, and company information in one place.
Visit the Trust CentreHow we protect your code, credentials, and data during an engagement: secrets in Key Vault, encrypted transfers, least privilege.
Read the policyHow a security incident would be handled: containment, investigation, and prompt notification of affected customers.
See how we respondWhere your data lives while we support the system, and how UK residency is maintained when your obligations require it.
Check data residencyEngagements are governed by our Master Services Agreement, with a UK GDPR Article 28 Data Processing Agreement wherever personal data is involved. We are happy to sign a mutual NDA before any access is granted. Common due-diligence questions, answered →
Vibe coding is building software primarily by prompting AI tools such as Cursor, GitHub Copilot, Claude, ChatGPT, Lovable, or Bolt, often by non-developers or by developers working outside their usual stack, and accepting the generated code largely on the basis that it appears to work.
Our deepest expertise is .NET, Blazor, and Azure, and we regularly rescue modern web stacks including React, Next.js, Vue, Node.js, and Python. We confirm fit at the assessment stage rather than discovering it later.
Usually not. Most projects keep their working core and are stabilised and improved incrementally. We recommend a rebuild only when the assessment shows repair would cost more than starting properly, and we tell you that in writing with the reasoning.
It is a fixed-scope engagement of three to five days, priced on the size and complexity of the application and quoted after a short call. Our rate card is published.
The assessment and stabilisation sprint stand alone. There is no obligation to continue into managed support, although most clients do once they have seen the monthly reporting.
Yes. Repositories, hosting, and accounts stay in your name throughout, and all of our work is documented. Our Client Playbook sets this out contractually.
We sign an NDA before receiving code, handle secrets through Azure Key Vault rather than chat or email, and work to the policies published in our Trust Centre. The first thing we do is remove credentials from source control.
Send us the repository, or just describe what you built and where it hurts. A short assessment tells you honestly whether to rescue or rebuild, what it will cost, and how quickly it can be safe.
Book a Codebase Assessment All Managed Support ServicesCyber Essentials certified · UK-based team · Microsoft Partner · Policies and evidence at our Trust Centre