martinuke0's Blog

Diagram comparing RocksDB leveled and tiered compaction layers.

Deep Dive into RocksDB Compaction Strategies: Leveled versus Tiered Architectures for Production Workloads

A practical comparison of RocksDB’s leveled and tiered compaction, with architecture diagrams, performance numbers, and actionable tuning guidelines for production systems.

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.

Diagram of a multimodal RAG pipeline with vision and language components.

Architecting Multimodal RAG Pipelines: Integrating Vision-Language Models for Production-Ready Document Intelligence

This guide walks engineers through the end‑to‑end architecture, patterns, and tooling needed to ship a multimodal RAG system that reads PDFs, images, and tables at scale.

Diagram of a service mesh with circuit breaker symbols protecting microservice nodes.

Implementing Circuit Breakers in Service Meshes: Architecture, Traffic Management, and Resiliency Patterns

A deep dive into circuit breaker implementation within service meshes, showing architecture, traffic management tactics, and practical resiliency patterns for modern cloud-native teams.

Illustration of Go routines communicating over channels like pipelines.

Mastering Go CSP Channels: Architecting Concurrent Systems for Production-Ready Parallelism and Communication

A deep dive into Go’s CSP channel model, showing production patterns, architecture diagrams, and practical tips to build robust concurrent services.