An assessment of the existing app
Review the code, core workflows and known problems. Identify what can be reused and what is preventing a reliable release.
Built an app with an AI coding tool and reached the point where progress has stalled? Our vibe coding rescue service helps turn the useful work you have already done into a product you can launch and maintain.
You can show someone the idea. But perhaps login is unreliable, payments only work in a test environment or the next feature keeps breaking something else. These are specific engineering problems that need investigation and a plan.
We work with prototypes created using tools such as Lovable, Replit, Bolt and AI coding assistants. We start with the actual application and code, then recommend what to keep, refactor or replace. The tool used to create it does not decide the answer.
Review the code, core workflows and known problems. Identify what can be reused and what is preventing a reliable release.
Complete agreed flows such as onboarding, account access, saved data and payments, including error and edge states.
Address the relevant data access, configuration, architecture and testing issues identified in the review.
Prepare deployment, verify the agreed user journeys and document how to run and continue developing the application.
A product needs to support real users doing real tasks, with the right access to their information. For a paid application, that includes the path from sign-up to payment and the behaviour when a payment or external service fails. For an internal tool, permissions and reliable data handling may be the main priorities.
We define the launch criteria around those requirements. Sometimes a short list of targeted changes is enough; sometimes the underlying design needs more work. We explain the trade-offs before committing to a build, and separate launch essentials from future features.
Share a description or demo and the problems you are hitting. Code access can follow once the review is scoped.
Review the application and agree which fixes, design changes and features are needed to launch.
Implement the agreed work, test the real workflows and prepare a maintainable production release.
Rescue work is priced against the changes needed. If the project requires a full product build, our product development range is £15k–£50k over 4–12 weeks.
Serpstash brings search insights, competitor research and site audits into a single product. It is an example of how we turn detailed information into a useful, approachable application.
Explore our work
It is hands-on engineering help for an application created with AI coding tools that needs review, fixes or further development before it can be used reliably. We assess the current app and plan the work needed to complete it.
Not necessarily. We review the existing implementation and explain where reuse, refactoring or replacement makes sense. We do not promise a full rewrite or promise to avoid one before seeing the code.
We can assess applications made with Lovable, Replit, Bolt and AI coding assistants. The available source code, underlying stack and required integrations determine the work we can take on.
It depends on the condition of the code and the remaining scope. We quote rescue work after a review. Full product development is £15k–£50k over 4–12 weeks when that level of build is needed.
An idea, a working prototype or a product that needs its next step. Tell us where you are and where you want to go.