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Software Testing

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MCP Client Lifecycle diagram showing initialization discovery tool execution and shutdown in Model Context Protocol
AI & Agentic Engineering
MCP Client Lifecycle: From Initialization to Tool Execution

Learn the MCP Client Lifecycle from initialization to tool execution, discovery, request handling, cancellation, and shutdown with practical production examples.

Shahnawaz Khan Jul 3, 2026 25 min read
Docker Compose 5.3.0 Released: Native Init Containers Are Finally Here for QA Engineers
Tool News
Docker Compose 5.3.0 Released: Native Init Containers Are Finally Here for QA Engineers

Docker Compose 5.3.0 Released introduces native init container support alongside reliability improvements. Learn what this means for QA engineers, DevOps teams, and…

Shahnawaz Khan Jul 2, 2026 9 min read
FastAPI 0.139.0 Released: Powerful Frontend Authentication Improvements for QA Engineers
Tool News
FastAPI 0.139.0 Released: Powerful Frontend Authentication Improvements for QA Engineers

FastAPI 0.139.0 Released introduces dependency support for app.frontend(), enabling secure frontend authentication. Discover what this means for QA engineers and API testing…

Shahnawaz Khan Jul 2, 2026 8 min read
n8n 2.28.3 Released startup reliability improvements for workflow automation and QA engineers
Tool News
n8n 2.28.3 Released: Startup Reliability Improvements Every QA Engineer Should Know

n8n 2.28.3 Released fixes a startup failure caused by partially installed community packages. Discover what this reliability update means for QA engineers,…

Shahnawaz Khan Jul 1, 2026 8 min read
k6 2.1.0 Released performance testing dashboard with feature flags and Grafana observability for QA engineers
Tool News
k6 2.1.0 Released: Why QA Engineers Should Upgrade for Better Performance Testing

k6 2.1.0 Released introduces feature flags, experimental native histograms, browser proxy improvements, and new Grafana Cloud commands. Learn what this update means…

Shahnawaz Khan Jul 1, 2026 9 min read
How Playwright Works Behind the Scenes showing complete Playwright execution lifecycle from CLI to browser cleanup
Test Automation
Day 4: How Playwright Works Behind the Scenes: Complete Architecture Guide for Beginners

How Playwright Works Behind the Scenes is essential knowledge for every automation engineer. Learn how the Playwright Test Runner, Browser Contexts, workers,…

Shahnawaz Khan Jun 30, 2026 14 min read
Build MCP Server in Python using the official MCP SDK in Visual Studio Code
AI & Agentic Engineering
Build Your First MCP Server in Python: A Production-Ready Guide for Beginners

Build MCP Server in Python with this production-ready guide. Learn server architecture, tools, lifecycle, and best practices using the official MCP SDK.

Shahnawaz Khan Jun 29, 2026 15 min read
Your First Playwright Test: Understanding Every Line Before You Write Code
Test Automation
Day 3: Your First Playwright Test: Understanding Every Line Before You Write Code

Your First Playwright Test explained from an automation engineer's perspective. Learn how test(), page, async, await and expect() work before writing production…

Shahnawaz Khan Jun 29, 2026 13 min read
Professional developer workspace MCP Development Environment Python VS Code setup
AI & Agentic Engineering
Build Your First Production-Ready MCP Development Environment (Python & VS Code)

Learn how to build a production-ready MCP development environment using Python and VS Code. Follow professional practices for scalable AI projects.

Shahnawaz Khan Jun 28, 2026 14 min read
LlamaIndex 0.14.23 Released architecture for enterprise AI testing
Tool News
LlamaIndex 0.14.23 Released: What QA Engineers Need to Know About This Stability Update

LlamaIndex 0.14.23 Released introduces dependency maintenance and ecosystem improvements. Discover what the update means for QA engineers, AI testing teams, and enterprise…

Shahnawaz Khan Jun 27, 2026 8 min read