Architecture Development Notes
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Architecture Development Notes

Focused on architecture design, technology trend analysis, and practical development experience sharing.

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Latest from Architecture Development Notes

84 recent articles
Architecture Development Notes
Architecture Development Notes
Mar 16, 2025 · Backend Development

Choosing the Right Concurrency Model: Go vs Python vs Rust

This article compares Go, Python, and Rust concurrency implementations—covering CSP‑based goroutines, GIL constraints, and ownership‑driven thread safety—to help developers select the most suitable model for high‑throughput, CPU‑bound, or safety‑critical applications.

AsyncConcurrencyGo
0 likes · 9 min read
Choosing the Right Concurrency Model: Go vs Python vs Rust
Architecture Development Notes
Architecture Development Notes
Feb 19, 2025 · Operations

Avoid Prometheus Label Pitfalls: Best Practices for Scalable Monitoring

This article examines common label misuse in Prometheus, explains why adding global labels to every metric can cause data bloat, configuration rigidity, and dimensional pollution, and provides concrete best‑practice patterns, dynamic injection techniques, and governance rules to keep monitoring systems efficient and maintainable.

LabelsMonitoringPrometheus
0 likes · 7 min read
Avoid Prometheus Label Pitfalls: Best Practices for Scalable Monitoring
Architecture Development Notes
Architecture Development Notes
Feb 5, 2025 · Backend Development

Mastering Axum Fallbacks: Build Unbreakable Rust Web Routes

Explore how to construct robust, multi‑layered fallback mechanisms in Rust’s Axum framework—covering basic route guards, global error handling, middleware validation, dynamic redirects, performance optimizations, and monitoring—so every unknown HTTP request is safely captured, logged, and intelligently responded.

AxumRustWeb
0 likes · 10 min read
Mastering Axum Fallbacks: Build Unbreakable Rust Web Routes
Architecture Development Notes
Architecture Development Notes
Jan 14, 2025 · Backend Development

Boost PDF-to-Image Conversion in Kotlin with JNI and Rust: A Step-by-Step Guide

This tutorial explains how a Kotlin backend can efficiently convert PDF pages to high-resolution PNG images by integrating the native PDFium library through a Rust-based JNI adapter, covering performance benefits, workflow steps, and complete code examples for building and invoking the native module.

KotlinNative integrationPDF to PNG
0 likes · 11 min read
Boost PDF-to-Image Conversion in Kotlin with JNI and Rust: A Step-by-Step Guide