Category

Software Architecture
Symptom 1: Lack of Clarity and Direction It’s shown when the team doesn’t know from where to start and they’re not sure if it’ll work well. Root Cause: When a team is unsure where to start implementing a new feature, it often signals a lack of clear architectural design and modularization. This can be due...
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Understanding the Problem: In my previous role, the team faced the challenge of adding new parameters to existing log classes. This issue often arises due to a lack of clear structure, flexibility, and maintainability in the logging system. Applying Domain-Driven Design (DDD): DDD can provide a structured approach to address this problem by: Defining the...
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Understanding Expansion Points Expansion points in software are areas where new features, functionalities, or integrations can be added without significantly disrupting the existing system. Identifying these points is crucial for the growth and evolution of a software project. Challenges in Identifying Expansion Points Developers can sometimes face difficulties in pinpointing expansion points due to: Complex...
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Design patterns are reusable solutions to common software design problems. They provide a proven framework for creating flexible, scalable, and maintainable code. There are three main categories of design patterns: 1. Creational Patterns These patterns focus on object creation mechanisms. They provide ways to create objects flexibly, without specifying their concrete classes.   Factory Method:...
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Poor software scalability can have significant negative impacts on a business or organization. Here are some of the key consequences: For Users Performance Issues: As the number of users increases, the software may become slow, unresponsive, or crash entirely. This leads to a poor user experience and frustration. Limited Access: The system may become overloaded,...
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Redis is an in-memory data structure store often used as a database, cache, and message broker. It’s renowned for its speed and flexibility.   Core Concepts In-memory: Data is stored in RAM for incredibly fast access.   1. About – Redis redis.io Key-value store: Data is organized as key-value pairs.   1. What is a...
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Cache Storage LocationToolsIn-MemoryMemcached, Redis, Ehcache, Hazelcast, Infinispan, Amazon ElastiCache, Google Cloud Memorystore, Azure Redis CacheDisk-BasedMemcached (with persistent storage enabled), Redis (with persistence enabled), Ehcache (with disk store), Fastly, Cloudflare, Akamai, VarnishSSD-BasedRedis (optimized for SSD), SSD-backed caching solutions from cloud providersHybrid (In-Memory and Disk)Most in-memory caching tools offer hybrid optionsContent Delivery Network (CDN)Fastly, Cloudflare, Akamai, AWS...
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Software testing is often seen as an added expense or a time-consuming process. However, it’s crucial to understand that it’s not a luxury but a fundamental responsibility. Here’s why: Protecting Users and Businesses Safety and Reliability: Software failures can have severe consequences. From medical devices to transportation systems, errors can lead to injuries, financial losses,...
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Both Datadog and the ELK Stack are powerful tools for monitoring and analyzing system data, but they cater to different needs and approaches.   Datadog Comprehensive SaaS platform: Offers a unified solution for infrastructure, application, and log monitoring.   1. Unified Monitoring | Datadog www.datadoghq.com User-friendly interface: Provides pre-built dashboards and visualizations, making it easier...
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SOA and DDD are complementary architectural approaches that can significantly enhance the development of complex software systems. Understanding the Synergy DDD focuses on modeling the domain and business logic, while SOA provides a framework for exposing these capabilities as services. Bounded Contexts in DDD align well with Services in SOA, as each context can be...
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