Learn how to transition from application development to data engineering by building a modern project reporting system. Discover essential mindset shifts, best practices, and hands-on look using tools like DuckDB, and Modal. Master system-level architecture and data pipeline design for scalable enterprise solutions.

A Lens to Modern Data Engineering

Building a Data-Driven Project Reporting System: A Lens into Modern Data Engineering

Prototype, one of the creational patterns, minimize efforts when recreating new from the exist object by cloning the 'prototype' of it.

Going Through use cases of the prototype design pattern and it place among the creational patterns

Singleton real-world problem, concept, solution, use cases, implementations, pros & cons, references

A tour of Singleton design pattern with Golang

Understanding and conveying software architecture can be a daunting task, especially when dealing with non-technical stakeholders or diverse development teams. This article delves into the challenges of traditional methods like complex UML diagrams and non-descriptive box-and-line drawings. We introduce the C4 model, a powerful framework that simplifies these challenges by using layered abstractions and visualizations. Explore how the model breaks down software architecture into comprehensible levels—Context, Container, Component, and Code—and offers guidelines on creating effective diagrams. Real-world examples illustrate the application of the C4 model, making it an invaluable tool for creating a shared understanding and ensuring clear, meaningful communication among all parties involved.

Breaking Down Complexity: The Role of Abstractions and UML in C4 Modelling

Architecture Decision Record

Fabric Hyperledger Architecture Explanation

In the rapidly evolving field of artificial intelligence, the concept of agent supervisors has emerged as a powerful approach to orchestrating multiple AI agents for complex tasks. This article explores how building agent supervisors can lead to generating valuable insights, with a focus on a practical implementation in a Discord bot.

Building Agent Supervisors to Generate Insights

As web applications become more complex and feature-rich, traditional frontend architectures such as monolithic will become harder to maintain, scale, and evolve. Micro-frontend is an emerging front-end architecture that aims to address these challenges by breaking down the front-end into small, independent and reusable modules.

#architecture

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