Domain-Driven Design: when DDD helps—and when it only adds complexity
Practical criteria for choosing Domain-Driven Design. Learn when DDD clarifies business rules and when a simpler architecture is the better option.
Automation · Integrations · Business apps
Copying data, putting reports together, chasing updates across different systems? I build software that takes care of that work, connects your tools and puts AI to use where it helps.
Start with one problem. No technical knowledge or detailed brief needed.
Sound familiar?
If these things keep happening in your business, let’s look at what software could take off your hands.
An order arrives by email, moves to a spreadsheet, then into your system. Every step takes time and leaves room for mistakes.
Before you can look at the results, you export data, fix columns and combine spreadsheets.
Enquiries, attachments and decisions get buried in email. It’s hard to tell who is still waiting for a reply.
You know who it should help. You need someone to turn that idea into a working first version.
From problem to solution
Three examples of what we could build together. These are illustrative scenarios, not completed client projects.
Example scenario
Example scenario
Example scenario
How I can help
Connect your existing systems, automate a recurring task or build the application your business is missing.
Reports, notifications, data transfers and document routing. I set up recurring tasks so your team doesn’t have to repeat the same steps by hand.
Your report is ready when you need it, without taking up your morning.
Explore automationI connect your store, CRM, inventory system and other apps through their available APIs. We agree on where data comes from and where it needs to go.
Enter information once. Let your systems pass it on.
System and API integrationsExtract data from documents, sort incoming enquiries and draft replies for review. We start by testing examples from your business.
Less reading and copying. You review the result.
AI for documents and enquiriesAn order management dashboard, a customer portal or an internal tool. I build around how you work and what your current software is missing.
Orders, documents and status updates in one place.
Discuss your applicationI build application backends in Python: data, user accounts, permissions and connections to other services. I can also extend an existing system.
Give your product the backend it needs to serve users and keep improving.
Explore backend developmentHave an idea but unsure where to start? I review how things work today and help you define the scope, running costs and order of improvements.
Know what to build first and what can wait.
Tell me about your ideaHow we work together
Before work begins, we agree on what I’ll build, what it will cost and how we’ll check that it does what you need.
Tell me how you work and what takes up your time. I’ll ask about your tools, data and the result you need.
I set out the scope, quote and stages, including third-party running costs and anything we still need to check.
I show you working parts of the solution. We test agreed examples and gather feedback from the people who will use it.
I launch the system, show you how to use it and hand over the agreed documentation. We then discuss any next steps.
A manageable first step
You don’t need to change everything at once. Start with a task where the result is easy to check.
We walk through how the work gets done. You receive a suggested improvement, a scope for the first stage and a list of the access needed.
We test one task on an agreed sample of data. We compare handling time and accuracy before you decide whether to roll it out.
Once we’ve checked the solution, we put it into everyday use. We agree on any further features and support separately, based on your needs.
Meet Vistware
I’m Przemysław Różycki, a backend developer building Vistware to help businesses simplify everyday work with useful software. From our first conversation to launch, you work directly with me.
Vistware brings together Vistula, Poland’s longest river, and software. It reflects my Polish roots and a practical aim: helping information move smoothly through your business. My focus is Python, backend development and system integrations.
Show me where you lose time. I’ll explain what we could change, what it would take and where to start.
One integration, an automated report or a small app can be the whole first project.
We agree on the scope, how to check the result, and the code and documentation handover. We also discuss support before work begins.
For technical readers
I work mainly in Python. I choose tools to fit the task, your existing systems and ongoing maintenance.
Application logic, user accounts and access to data.
Checking data and exchanging it between applications.
Working with text and documents, and running recurring tasks automatically.
Checking how the system works and preparing it for everyday use.
Practical insights
Practical guides to software costs, system integrations and automation. Find out what to ask and how to prepare for a project.
Practical criteria for choosing Domain-Driven Design. Learn when DDD clarifies business rules and when a simpler architecture is the better option.
Learn what determines the cost of a web app, integration, or backend system and how to prepare for an estimate without a finished specification.
A few answers to help you take the first step.
Yes. Tell me which task you want to simplify and which tools you use. I’ll help you choose an approach. Connecting two systems or improving the setup you already have may be enough.
Yes. An automated report, a single integration or a document extraction test is a good starting point. We agree on the scope and how to check the result before work begins.
That depends on the task, data availability and what your current systems support. Once we’ve defined the scope, I prepare a quote and plan. We discuss hosting, tool subscriptions and AI usage costs separately so you know what to expect after launch.
It depends on the task and the consequences of a mistake. During a pilot, we check quality using your examples. Customer replies or changes to important records can require approval. We also agree on which data can be sent to which service.
You work directly with me, the developer building your solution. Before we start, we agree on code and documentation handover and the scope of support. If the project needs confidentiality, we can sign an NDA.
Let’s talk
Tell me about something that takes too much time, or an app you have in mind. I’ll read your message and follow up with the questions I need to suggest a next step.
A few sentences are enough. You don’t need a specification or technical vocabulary.