What happens when a finance domain expert starts shipping production software with Claude Code?

​This is a real-world story about AI-assisted development, Domain-Driven Design and what happens when domain knowledge gets much closer to implementation...

​AI Finance Team started in a familiar way: domain expertise moved through product into development. But along the way came something every Domain-Driven Design practitioner will recognize: waiting, translation, and domain knowledge getting lost between people.

​Then they changed the model.

​With Claude Code, Réka, who is a finance expert with no traditional software development background, became directly involved in shipping production software alongside the rest of the team.

​This session is not really about vibe coding, or even about Claude Code. It is about what happens to software design when the distance between domain knowledge and implementation suddenly becomes much smaller.

​Together, Balázs and Réka will share what this collaboration looks like in practice: how domain knowledge makes its way into the product, how they build shared understanding, what guardrails make this possible, where AI helps and where human judgment still matters.

​For a DDD community, this raises a fascinating question:

​If one of DDD's ambitions has always been to bring domain experts and software builders closer together, what happens when AI changes what “closer together” can actually mean?

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​Agenda:

​17:45-18:00: arriving, registration

​18:00-18:05: welcome & intro

​18:00: Reka's and Balazs's talk

​from ~19:00: discussions, networking