Is your AI prototype a sound foundation?
Before the next development step, I assess which parts can support a product, where technical risks lie, and which improvements should come first.
Review your prototype →I advise companies on the design and architecture of sophisticated software products and support them through implementation and continuous development.
From AI-built prototypes to professional software development, I help companies put rapidly developed software on a sound technical foundation and use coding agents reliably in their development work.
Before the next development step, I assess which parts can support a product, where technical risks lie, and which improvements should come first.
Review your prototype →Your prototype works, but is not yet a dependable product? I help you get there through technical assessment, architecture, implementation planning, technical guidance, and hands-on implementation as needed.
From prototype to product →In the pilot, we use concrete development tasks to identify what holds the tools back. You receive prioritized improvements to architecture, tests, and development workflows.
Book a pilot call →Good software architecture provides the foundation for extending software and adapting it to changing requirements over time. AI-enabled development needs that foundation too: quickly generated code still requires understandable structure, clear responsibilities, and reliable tests. This keeps changes manageable and allows new features to be added without unnecessarily putting existing functionality at risk.
For software teams and companies facing important technical decisions, modernizing existing systems, or evolving their development and delivery platforms. The outcome is a clear rationale for technical decisions and an actionable next step.
I help companies design, build, and evolve sophisticated software products. The focus is reliable software, maintainability, and a technical foundation that can adapt as requirements change.
Whether you need a new software product, a specific feature, or improvements to an existing system, I provide technical design, implementation, further development, and technical project support. We agree on the scope, working arrangements, and next steps together.
Explore software developmentMy project experience spans multi-tenant B2B platforms in regulated domains, cloud-native operating models, distributed backends, and event-driven communication. I connect architecture decisions with hands-on implementation, delivery, and operations.
Architecture and implementation of multi-part software systems.
Multi-tenant B2B platforms with extensive integration needs.
Kubernetes-based delivery with GitOps and CI/CD.
Distributed systems with synchronous and asynchronous communication.
Technical perspectives on AI-assisted development, GitOps, Kubernetes, and production-ready systems.
How to keep improvements shared while operations and isolation meet each customer’s needs.
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How fast AI-generated code can become a product foundation you can assess with confidence.
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Why a verifiable desired state helps coding agents with analysis and implementation.
Read the article →Whether you are building new software, improving a product, or making a technical decision, an initial call helps clarify your project and the right next step.