domain-driven design

November 3, 2025

CloudEvents as a Data Product

TL;DR Treat CloudEvents as the envelope for versioned, traceable domain aggregate snapshots. Use the CloudEvents contract for transport and a versioned aggregate schema in data to make events reliable event-based data products for analytics, ML, and agentic workloads. This post expands on the Event as a Data Product pattern I introduced in my previous article. At its core: treat domain aggregates (your key Continue reading

bounded context, data mesh, data-mesh, domain driven design, event-driven architecture, events, kappa, patterns

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About Me

I’m a pragmatic technologist and systems thinker who focuses on making complex systems simple, maintainable, and aligned with business intent. I care about clear boundaries, thoughtful domain modelling, and using event-driven approaches where they reduce coupling and cognitive load. I also enjoy helping teams translate messy requirements into well-bounded, testable designs.

domain-driven design

CloudEvents as a Data Product