Beyond Traditional Profiling: Mastering JFR for Modern Java Applications

Discovering JFR: A Journey into Modern Java Profiling Excellence Symptom: memory usage drifts under real production load. Constraint: profiling cannot degrade latency or throughput. Solution: Java Flight Recorder (JFR) — the built‑in, low‑overhead recorder that captures CPU, memory, GC, I/O, and custom events from live systems with typically under 2% impact. With JFR, production evidence replaces g...

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Mastering Java Memory Leak Detection - Complete Learning Path

🎯 Master Java memory leak detection through hands-on profiling with the Spring Boot memory leak demo 📚 Course Structure Module 1: Foundations - 2 hours (Focus: Memory leak theory and setup; Key learning: Understanding leak patterns; profiling infrastructure) Module 2: Profiling - 3 hours (Focus: Hands-on profiling mastery; Key learning: 21 profiling options; flamegraph interpretation) Module 3:...

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Module 1: Foundations - Project Setup & Build Systems

🎯 Learning Objectives By the end of this module, you will: Master Maven best practices using automated system prompts Configure quality dependencies for enterprise-grade projects Generate professional documentation automatically Understand the fundamentals of AI-powered development workflows Apply system prompts effectively in real-world scenarios 📚 Module Overview Duration: 4 hours Difficulty:...

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Mastering Java Enterprise Development with AI-Powered System Prompts

🎯 Course Overview Transform your Java development workflow by mastering 25+ AI-powered system prompts that automate code quality, testing, performance optimization, and documentation generation. This comprehensive course teaches you to leverage Cursor Rules for Java enterprise development through progressive, hands-on learning. 🎓 What You'll Learn By the end of this course, you'll be able to: Au...

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Module 5: Performance - Optimization & Profiling

🎯 Learning Objectives By the end of this module, you will: Create JMeter performance tests using @151-java-performance-jmeter Profile applications comprehensively using @161-java-profiling-detect Analyze performance bottlenecks using @162-java-profiling-analyze Compare performance improvements using @164-java-profiling-compare Benchmark code with JMH for micro-optimizations Apply systematic perfo...

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Module 4: Real-World Applications - Production Patterns and Integration

📖 Module Overview Time to apply your generics mastery to real-world scenarios! This module bridges theory and practice, showing how generics integrate with modern Java features and solve actual production problems. You'll work with contemporary patterns used in enterprise applications. 🎯 Learning Objectives By the end of this module, you will: Integrate generics with Records and sealed types Han...

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