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Explore our Blog for in-depth tutorials, tool comparisons, industry news, career guidance, and practical insights tailored for QA Engineers, SDETs, and developers. Stay updated with the latest trends in test automation, AI-powered testing, Playwright, Selenium, Cypress, API testing, Python, and emerging technologies through expert-written, real-world content.

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TencentDB Agent Memory Configuration: Essential Settings
Cloud & Databases
TencentDB Agent Memory Configuration: Essential Settings Explained

TencentDB Agent Memory Configuration determines how memory is retrieved, bounded, stored, secured, and validated. Learn the essential settings and how to tune…

Shahnawaz Khan Aug 17, 2026 44 min read
TencentDB Agent Memory Setup Environment
Cloud & Databases
TencentDB Agent Memory Setup: Configure Your First Working Environment

Learn how to configure a working TencentDB Agent Memory environment, validate the Gateway, protect credentials, test persistence, and build a reproducible setup.

Shahnawaz Khan Aug 17, 2026 38 min read
What is QA engineering modern software quality testing automation and CI CD
Test Automation
What is QA Engineering? A Practical Guide to Modern Software Quality

What is QA engineering? It is the engineering discipline of building reliable systems for preventing, detecting, measuring, and continuously improving software quality…

Shahnawaz Khan Aug 17, 2026 27 min read
What is Playwright explained through a browser automation testing workflow for QA engineers
Test Automation
What is Playwright? A Powerful Guide to Modern Web Testing and QA Engineers

What is Playwright? This guide explains Playwright from a QA engineering perspective, including its architecture, browser automation capabilities, advantages, limitations, and comparison…

Shahnawaz Khan Aug 17, 2026 28 min read
QA engineer portfolio showing Playwright API performance AI mobile testing and observability projects
Engineering & Career
QA Engineer Portfolio: 7 Powerful Projects That Get Interviews in 2026

A strong QA Engineer Portfolio should prove engineering ability rather than simply list tools. Explore seven practical projects that demonstrate automation, API…

Shahnawaz Khan Aug 17, 2026 28 min read
Graph engineering architecture showing connected system paths beyond loop-based programming
AI & Agentic Engineering
Graph Engineering: The Powerful Layer After Loop Engineering

Graph engineering extends traditional loop-based thinking by modeling relationships, states, transitions, dependencies, retries, and execution paths across complex software systems.

Shahnawaz Khan Aug 17, 2026 31 min read
Graph testing behavioral states and transitions compared with linear test automation for QA
AI in Testing & QA
Graph Testing: The Critical QA Layer After Loop-Based Test Automation

Traditional test automation validates individual scenarios, but complex systems require more than isolated scripts. Graph testing adds a behavioral layer that models…

Shahnawaz Khan Aug 17, 2026 40 min read
AI test automation with humans in the loop showing an AI testing agent and SDET approval workflow
AI in Testing & QA
AI Test Automation With Humans in the Loop: Governance, Metrics, and the Practical Guide

AI test automation with humans in the loop combines AI-driven test creation, context-aware analysis, automated validation, and human judgment to build more…

Shahnawaz Khan Aug 17, 2026 40 min read
Agentic Test Creation vs AI Test Generation
AI in Testing & QA
Agentic Test Creation vs AI Test Generation: What’s the Real Difference?

Agentic test creation goes beyond generating test cases. Learn how AI agents use context, existing tests, tools, validation, and human review to…

Shahnawaz Khan Aug 17, 2026 28 min read
LangGraph Human in the Loop AI Agent Workflow
AI & Agentic Engineering
LangGraph Human in the Loop: Powerful Patterns for Building Reliable AI Agents and AI Workflows

LangGraph Human in the Loop enables AI agents to pause for human approval before risky actions. Learn how to design, test, secure,…

Shahnawaz Khan Aug 16, 2026 26 min read