This service is designed for people who want to be hands-on with building their own software, but don’t necessarily have years of experience in professional software development. It’s particularly suited to entrepreneurs building an MVP, business owners creating internal tools, technical founders, product managers, experienced developers working with AI coding tools, businesses experimenting with AI-assisted...

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The earlier, the better. We can help review your architecture and approach before you start building, provide guidance throughout development, or conduct a comprehensive review before you launch. Getting us involved early can help prevent technical decisions that become expensive or difficult to fix later.

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Yes. Security is a key part of the service. We’ll look for common vulnerabilities and potential issues across areas such as authentication, permissions, data handling, APIs, databases and third-party integrations. We’ll also provide recommendations for addressing issues we identify. For particularly sensitive or high-risk applications, we may recommend a more comprehensive security assessment.

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Not necessarily. The whole point of this service is that you remain hands-on and continue building the application yourself. We’ll work alongside you, reviewing what you’re building and providing recommendations, technical guidance and practical assistance. If you reach a point where you’d prefer us to take over part or all of the development, we can...

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No. You should be comfortable working with AI development tools and getting hands-on with your application, but you don’t need to be an experienced software developer. We’ll provide the technical guidance and expertise you need when you get stuck or want a second opinion.

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Vibe coding is an AI-assisted approach to software development where you use tools such as ChatGPT, Claude, Cursor or other AI coding platforms to help build an application. It can dramatically speed up development, but AI-generated code still needs human oversight to ensure the solution is secure, maintainable, scalable and fit for purpose.

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