Production-ready app development
Turn vibe-coded prototypes and applications into secure, scalable, production-ready software with our application development and engineering services.
arrow_circle_right VIBE-CODED APP DEVELOPMENT
Are you experiencing any of these problems?
You’ve created a vibe-coded prototype that works but you have:
- Security, privacy, or data-handling concerns
- Code that is difficult to understand, test, or maintain
- Uncertainty about whether the application will scale
- Limited monitoring, observability, and error handling
- Increasing technical debt as new features are added
- No clear path from prototype to production
arrow_circle_right THE BUSINESS IMPACT
The impact of using vibe-coded apps for core business systems
Vibe-coded applications can illustrate and prove ideas quickly.
But using them for business-critical systems can introduce security risks, reliability issues, technical debt, and limitations that make future development increasingly difficult.
Security, privacy, and data risks
Reliability, stability, and performance issues
Increasing technical debt
Difficulty scaling and maintaining the app
arrow_circle_right THE HOW
How you can turn a vibe-coded app into production-ready software
Not every vibe-coded app needs to be completely replaced with custom-built software.
Sometimes you’ll just need to develop production-ready software for the most critical areas of the app.
Assess
Review the code, architecture, dependencies, security, and integrations to understand what can be retained and what needs improvement.
Stabilise
Address immediate issues around security, reliability, testing, error handling, data protection, and maintainability.
Engineer
Refactor, re-architect, or rebuild the components that need stronger engineering foundations for production use.
Scale
Prepare the application for an increase in users, data, and integrations with appropriate infrastructure, security, reliability, and governance.
Not sure where to start?
Get in contact with our team and tell us about the problems you’re facing to find out how we can help you.
arrow_circle_right HOW WE CAN HELP
We can help you turn vibe-coded apps into production-ready software
01. Assess
Understand what you’ve built.
We’ll review the application’s code, architecture, dependencies, data flows, integrations, infrastructure, and AI-generated components to understand its current technical state and intended use.
02. Evaluate
Decide what can be retained.
We’ll identify which parts of the application can move forward, which need refactoring or re-architecture, and which should be rebuilt to support production use.
03. Secure
Address the critical risks.
We’ll identify and resolve issues around authentication, access controls, data handling, privacy, dependencies, secrets, APIs, and other security vulnerabilities.
04. Engineer
Build stronger foundations.
We’ll refactor, re-architect, or rebuild the application where required, introducing appropriate testing, coding standards, documentation, error handling, and maintainable architecture.
05. Productionise
Prepare the app for real-world use.
We’ll establish the infrastructure, deployment processes, monitoring, observability, resilience, and performance required to operate the application reliably in production.
06. Scale
Evolve the application as it grows.
We’ll continue developing and optimising the application as users, data volumes, integrations, features, and business requirements increase.
arrow_circle_right COVERAGE
The areas we cover
We can help strengthen all areas of your vibe-coded application and prepare it for production.
Code & architecture
Review AI-generated code
Refactor complex code
Improve application architecture
Reduce technical debt
Security & privacy
Strengthen authentication & access controls
Secure APIs and integrations
Protect sensitive data
Identify dependency vulnerabilities
Data & integrations
Improve data models and storage
Build reliable data pipelines
Strengthen API integrations
Implement data governance
Testing & reliability
Introduce automated testing
Improve error handling
Validate critical workflows
Increase application resilience
Infrastructure & DevOps
Build production infrastructure
Automate deployment processes
Improve scalability and performance
Implement monitoring and observability
Maintainability & governance
Establish coding standards
Improve documentation
Introduce development processes
Create clear technical ownership
arrow_circle_right SOFTWARE
The types of software we can build
From real-time bidding (RTB) platforms to AI-powered programmatic tools, our team can design and build all types of advertising and marketing software.
AdTech platforms
- Ad servers
- Self-serve ad platforms
- Demand-side platforms (DSPs) and bidders
- Supply-side platforms (SSPs) and ad exchanges
- Ad networks
- Header bidding software
- Dynamic content optimisation (DCO) tools
- Retail media networks (RMNs)
MarTech platforms
- Analytics tools
- Consent management platforms (CMPs)
- Tag management systems
- Personalisation engines
- Measurement and attribution platforms
- Marketing automation platforms
- Email marketing tools
- Customer relationship management (CRM) tools
Data platforms
- Data management platforms (DMPs)
- Customer data platforms (CDPs)
- Data lakes
- Data clean rooms
- Reporting dashboards
- Event-tracking and data collection tools
AI
- AI agents for media planning and buying
- GenAI image and video creation
- Bid optimisation
- Performance and budget prediction
- Contextual and audience targeting
- Ad fraud detection and verification
arrow_circle_right OUTCOMES
Expected outcomes of vibe-coded app development
Turning your vibe-coded application into production-ready software allows you to retain the speed and value of the original idea while establishing the engineering foundations required for secure, reliable, and scalable use.
Production-ready software
Move beyond the prototype stage with an application engineered for real-world users and workloads.
Improved security
Reduce risks around data, access controls, dependencies, APIs, integrations, and application vulnerabilities.
Greater reliability
Improve testing, error handling, monitoring, and resilience to reduce failures and unexpected behaviour.
Improved scalability
Support increasing users, data volumes, workloads, features, and integrations without compromising performance.
Reduced technical debt
Improve the codebase and architecture before prototype shortcuts make future development increasingly difficult.
Easier ongoing development
Create maintainable code, documentation, architecture, and development processes that allow the application to continue evolving.
arrow_circle_right WHY US?
Why Spyrosoft AdTech?
15+ years of AdTech expertise
We understand the architecture and business logic behind advertising technology platforms.
Production engineering experience
We have experience working with high-throughput, data-intensive, business-critical systems.
2,000+ engineering specialists
We have all the required development, consulting, and engineering skills.
arrow_circle_right CASE STUDIES
Examples of projects we’ve worked on
arrow_circle_rightContact us
Want to learn more about vibe-coded app development?
Get in contact with our team and find out how we can help you.
Radosław Kostecki
Business Unit Director