GraalVM logo and abstract compiler visualization representing partial evaluation

Deep Dive into GraalVM Partial Evaluation

Explore GraalVM’s partial evaluation, the foundational technique behind Truffle-based language interpreters and Native Image compilation. Learn how it transforms runtime performance through AST specialization, constant folding, and escape analysis.

September 21, 2026 · 8 min · 1673 words · martinuke0
Abstract visualization of tri-color object graph with moving collector threads.

Implementing Concurrent Garbage Collection with Tri-Color Marking: From Theory to Production-Ready JVM Tuning

How modern concurrent collectors like G1 and ZGC use the tri-color invariant to do most of their work without stopping your threads, and the JVM flags you actually need in production.

September 3, 2026 · 11 min · 2154 words · martinuke0
Diagram of JVM and .NET generational heap layers.

Deep Dive into Generational Garbage Collection: Memory Management in Modern JVM and .NET Runtimes

A technical walkthrough of generational GC in Java and .NET, covering heap layout, pause characteristics, and practical tuning strategies for production systems.

May 31, 2026 · 7 min · 1285 words · martinuke0
Illustration of JVM and .NET heap generations.

Deep Dive into Generational Garbage Collection: Memory Management in Modern JVM and .NET Runtimes

A technical walkthrough of generational GC in the JVM and .NET, covering heap layout, pause times, and actionable tuning strategies.

May 29, 2026 · 7 min · 1438 words · martinuke0
Illustration of a heap split into young and old generations.

Deep Dive into Generational Garbage Collection: Memory Management in Modern JVM and .NET Runtimes

An in‑depth look at generational GC designs in Java and .NET, covering heap layout, pause‑time patterns, and actionable tuning strategies for production systems.

May 28, 2026 · 5 min · 1062 words · martinuke0
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