Inside 2025

Conway’s Law , a principle suggesting that the  technical architecture  of a software system inevitably reflects the  communication patterns  of the organization that built it.

Vertical Slice Architecture (VSA)  as an alternative to traditional layered architecture, emphasizing feature-based organization for improved maintainability. It then explains how the  Cortex. Mediator  library, part of the Cortex Data Framework, facilitates VSA implementation in .NET applications by employing the  Mediator pattern  with commands, queries, and notifications within each slice.

PromptWizard is an automated framework for optimizing prompts for large language models (LLMs). This system uses a  self-evolving mechanism  that iteratively refines prompts and examples through a feedback loop of generation, critique, and synthesis.  PromptWizard aims to overcome the limitations of manual prompt engineering  by improving task performance across diverse applications while also dem...

In our 4th episode, we will discuss on how to build reactive architectures by transitioning from monolithic systems to distributed microservices. It uses a payment processing example to illustrate the shift from synchronous, pull-based interactions to asynchronous, push-based event-driven communication. The benefits of this transition include improved scalability, resilience, and service autonomy....

At first, designing microservices may seem simple. However, as the system and teams expand, and dependencies increase, poor design choices can have major sociotechnical consequences. It becomes challenging to correct these issues, as they are built upon sub-optimal design layers. To avoid these problems, it is crucial to consider how consumers impact the design of microservices. Dependencies and m...

This is the second episode of a series explaining the Cortex Data Framework, focusing on its newly implemented Change Data Capture (CDC) functionality. The episode highlights Cortex's expanded support for various databases, including Microsoft SQL Server, PostgreSQL, and MongoDB. The primary goal is demonstrating how developers can leverage CDC within Cortex Streams to respond to database changes...

In our first episode of Inside 2025, we are focusing on the Cortex Data Framework. Stay tuned as we analyze the documentation of Cortex. Get ready to start streaming! 🚀🚀🚀