Auto-Tag Emails with n8n: Full Workflow, JSON, and Setup Guide

1. Introduction Problem:Manually organizing emails is time-consuming.Solution:Using n8n, we can auto-tag emails based on keywords or AI analysis. This helps with faster processing, prioritization, and better data management. Use cases: 2. How it Works Workflow overview: New Email arrives → Analyze content → Identify keyword → Assign tag → Update email You can set up: 3. Required Tools…

Read More

Handling 1 Million Messages per Second with Kafka & Spring Boot

Mission: Real-Time Throughput at Scale Bob, our favorite builder, now works at a fast-growing fintech company. His task? Build a real-time transaction processor that can handle 1 million messages per second. This isn’t your typical “Hello World” microservice. This is the real deal — Kafka + Spring Boot + production-grade tuning. What You’ll Learn ✔ Kafka architecture that supports…

Read More

Microservices vs Monolith in 2025: Why We Reverted

Bob’s Story: Spaghetti Code at the Pizza Shop In 2023, Bob opened a futuristic pizza chain.He was told microservices were the way to go.So he split everything into services: The first few months? Great.Fast deploys, cool architecture diagrams, CI/CD pipelines everywhere. Then… things got weird. “We’re engineers,” Bob said. “Not babysitters of YAML files and message…

Read More

Understanding the Dependency Inversion Principle in Java

Introduction to the Dependency Inversion Principle (DIP) Understanding DIP The Dependency Inversion Principle (DIP) is the “D” in the SOLID principles, and it emphasizes the importance of decoupling in software design. DIP states that: In simpler terms, DIP encourages the use of interfaces or abstract classes to invert the direction of dependencies. Instead of high-level…

Read More