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Artificial Intelligence

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AI agents reducing automated testing time by 60 percent in a production QA engineering workflow
Test Automation
How I Reduced Testing Time by 60% Using AI Agents

How I reduced automated testing time by 60% using AI agents. The shift from automation to intelligence — real patterns from a…

Shahnawaz Khan May 9, 2026 3 min read
Python lists tuples sets and dictionaries explained visually for test automation beginners
Python
Python Lists, Tuples, Sets, and Dictionaries — Explained Visually

Python lists, tuples, sets and dictionaries explained visually for beginners. Day 4 of Python Zero to Hero — data structures finally made…

Shahnawaz Khan May 8, 2026 3 min read
MCP vs REST APIs vs Plugins comparison diagram for AI agent architecture in QA engineering
AI Agents
Day 3: MCP vs REST APIs vs Plugins

MCP vs REST APIs vs Plugins — Day 3 of the AI Agents series. The shift from calling systems to thinking systems.…

Shahnawaz Khan May 5, 2026 4 min read
Memory system for AI testing agent using LangChain preventing context loss between test runs
Test Automation
Build a Memory System for Your AI Testing Agent (So It Stops Forgetting Everything)

Build a persistent memory system for your AI testing agent using LangChain so it stops forgetting context between runs. Full implementation guide.

Shahnawaz Khan May 4, 2026 3 min read
SKILLS.md Is Just the Beginning — Here’s What Your AI Agent Still Can’t Do (Complete Guide) — QA Pulse by SK
AI Agents
SKILLS.md Is Just the Beginning — Here’s What Your AI Agent Still Can’t Do (Complete Guide)

SKILLS.md is just the beginning — here's what your AI agent still can't do. The intelligence gap in agentic QA systems and…

Shahnawaz Khan Apr 26, 2026 5 min read
Selenium with Python + AI: The Modern Automation Stack (2026 Guide) — QA Pulse by SK
Test Automation
Selenium with Python + AI: The Modern Automation Stack (2026 Guide)

Selenium with Python + AI — the modern automation stack for 2026. Why scripts alone are outdated and how to build intelligent…

Shahnawaz Khan Apr 25, 2026 3 min read