Speaker Topics - No Fluff Just Stuff
NFJS2025

Advanced Data Architecture Patterns

As we move toward microservices, we learn to properly decompose not only our behavior model, but also our data model into bounded contexts. This data decomposition is not without consequences. By placing strict boundaries around ownership of domain concepts, we make it more difficult to refer to concepts that naturally want to cross these boundaries. How do we “denormalize” these entities effectively? How do we keep these representations in sync? What do transactions look like? How do we ask BIG questions that span multiple contexts? These are the questions that we’ll dive into in this session.

Topics to include:

  • CAP Theorem
  • Embracing Eventual Consistency
  • Command-Query Responsibility Segregation (CQRS)
  • Caching
  • Event Sourcing
  • Lambda Architecture

Matt Stine

About Matt Stine

My passion is taking a metaphysical approach to software engineering: what is the nature of the collaborative game that we continuously play, and are there better, more contextually-aware ways to play that game?

By day I lead a team tasked with taking a first-principles-centric approach to intentionally enabling programming language usage at the largest bank in the United States.

By night I write and teach my way through a masterclass in software engineering and architecture targeting early-career software engineers working in large-scale enterprise technology organizations.

What is the primary goal?

To win the game. More seriously: to get 1% better every day at providing business value through software.

Who am I?

I'm a 22-year veteran of the enterprise software industry. I've played almost every role I can imagine:

  • Software Engineer
  • Software Architect
  • Technical Lead
  • Engineering Manager
  • Consultant
  • Product Manager
  • Field CTO
  • Developer Advocate
  • Conference Speaker
  • Author
  • Technical Trainer
  • Technical Marketer
  • Site Reliability Engineer
  • Desktop Support Specialist

I've worked at Fortune 500 companies, a tenacious teal cloud startup, and a not-for-profit children's hospital. I've written a book, and I've hosted a podcast. I've learned a lot along the way, including many things I wish I'd known when I first got started. And so now I want to pass those learnings on to you, especially if you've only just begun your career.

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