I architect software that drives growth.

I advise companies on the design and architecture of sophisticated software products and support them through implementation and continuous development.

Michael Rudolph

AI-enabled software 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.

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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 →
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From prototype to production-ready product

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 →
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Are coding agents unreliable in your codebase?

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 →
Explore AI-enabled software development

Software built to last

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.

Software architecture and technical consulting

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.

Software development and product evolution

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 development

Experience from Demanding Platform Projects

My 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.

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Multi-Part Software Systems

Architecture and implementation of multi-part software systems.

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B2B Platforms

Multi-tenant B2B platforms with extensive integration needs.

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Kubernetes-Based Delivery

Kubernetes-based delivery with GitOps and CI/CD.

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Distributed Communication

Distributed systems with synchronous and asynchronous communication.

More about me

Latest Posts from the Blog

Technical perspectives on AI-assisted development, GitOps, Kubernetes, and production-ready systems.

A Separate Software Version for Every Customer?
01

A Separate Software Version for Every Customer?

How to keep improvements shared while operations and isolation meet each customer’s needs.

Read the article →
Software Architecture for Productive Vibe Coding
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Software Architecture for Productive Vibe Coding

How fast AI-generated code can become a product foundation you can assess with confidence.

Read the article →
GitOps, Infrastructure as Code, and AI Agents
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GitOps, Infrastructure as Code, and AI Agents

Why a verifiable desired state helps coding agents with analysis and implementation.

Read the article →

What would you like to build or improve?

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.