With traditional CRUD based approaches you basically throw away very valuable information.
Information that describes not only what changed, but also why it changed.
When one does not have this information, you have to contextualize it.

Event Sourcing provides a natural out of the box experience with all your data perfectly contextualized.
This information can help you provide powerful insights into your system.

Most systems aren’t event sourced however. Where do you start in an existing system?
How can you start identifying what your system already has and get started with event sourcing?

In this talk we’ll explore how you can use different techniques to learn more about your existing system
and how to turn your valuable state changes into well formed and named events by leveraging
LLMs as part of the process.
We will also look into how an event sourced system can talk to non event sourced systems and still
provide meaning through Change Data Capture techniques. Last we’ll see how the power of
LLMs combined with MCP give your organization and end users super powers.