How to Write Effective Prompts for AI-Driven Software Testing
AI-driven software testing is becoming a key part of modern Quality Assurance (QA). Many testing teams now use AI tools […]
18 December 2025
A mental model of how Virtual DOM and Fiber-style rendering works
While browsing the internet to gather materials, I realized a common pattern in most Virtual DOM articles today:they focus heavily
geographic finder using hono.js and cloudflare workers
Source code: https://github.com/OngDuyThang/geo-app-monorepo
integrating MCP tools with gen-ai based application via strands-agent sdk
Source code: https://github.com/OngDuyThang/integrate-mcp-tools-with-gen-ai-application
Configuring CI/CD on GitLab with Firebase for Frontend Applications
1. Introduction GitLab is becoming a popular source code management (SCM) and CI/CD platform thanks to the GitLab Community Edition.At
Cloud Tag Governance: Enforcing Resource Control with Tags
What Is Cloud Tag Governance? As cloud environments scale, governance becomes harder than provisioning. Without precise controls, teams quickly lose
Blockchain Testing: A Comprehensive Guide
Testing blockchain applications requires a unique approach compared to traditional software testing. This guide explores the essential aspects of blockchain
Application Engineering
Mastering Kafka Client Patterns: Part 3 – Thread Pool Pattern
From Basics to Battle-Tested Implementation Reading time: 8 minutes | Series: Part 3 of 9 In Part 2, we saw
Application Engineering
Say Hello to Boomi (Part 2) – A Beginner’s Guide
Welcome to my blog! I’m truly grateful you’ve stopped by. Ready to learn something new? Stay curious, stay objective, get
Application Engineering
Mediator Pattern in Clean Architecture
1. Introduction In modern backend systems, especially those built with Clean Architecture, the Mediator pattern plays a critical role in
RAG enhancement: Finetuning Your Rerank model
Key Takeaways In RAG systems, a Reranker (Cross-Encoder) is essential for precision. While initial retrieval gathers candidates based on speed,
Applied AI & ML
Understanding LightRAG: A New Era in RAG
Key takeaways Graph-Augmented RetrievalLightRAG enhances traditional RAG by integrating a knowledge graph (entities + relations) with vector search, enabling multi-hop