From Flamegraphs to Production: Mastering Java Memory Leak Detection Through Systematic Profiling

2025-09-17   MyRobot   blog java profiling memory-leak performance async-profiler flamegraph educational-design progressive-learning system-prompts

Mastering Memory Analysis: Your Journey to Performance Excellence Imagine having the confidence to analyze and optimize memory usage in any Java application. Your Spring Boot microservice shows interesting memory consumption patterns, and you're excited to dive deep into understanding what's happening. You have access to sophisticated profiling tools that can provide detailed insights without impac...

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Module 1: Foundations - Project Setup & Build Systems

  java profiling memory-leak performance system-prompts async-profiler

🎯 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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Module 5: Performance - Optimization & Profiling

  java performance profiling jmeter async-profiler jmh optimization system-prompts

🎯 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 2: Hands-on Profiling with System Prompts

  java profiling memory-leak async-profiler flamegraph jmeter

Mastering the Interactive Profiling Script and Evidence Collection ⏱️ Duration: 3 hours 🎯 Learning Objectives: - Master the @161-java-profiling-detect system prompt and its 21 profiling options - Learn problem-driven profiling strategies for different performance issues - Understand flamegraph interpretation and visual analysis techniques - Generate comprehensive profiling evidence under realistic...

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Mastering Java Memory Leak Detection - Complete Learning Path

  java profiling memory-leak performance system-prompts async-profiler

🎯 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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