Category: AI & Agentic Engineering

AI & Agentic Engineering

Explore AI Agentic Engineering through AI agents, agentic AI systems, LLM applications, autonomous workflows, multi-agent architectures, and modern AI engineering techniques.

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RAG-powered performance testing diagram with k6 scripts learning from vector database API behavior
AI & Agentic Engineering
RAG Powered Performance Testing: Real-Time API Behavior Feeds Your k6 Tests

RAG-powered performance testing: k6 scripts that learn from real API behavior in a vector database. Dynamic intelligent load generation for modern APIs.

Shahnawaz Khan May 9, 2026 4 min read
MCP architecture diagram showing AI agents tools and context layers for QA engineers and SDETs
AI & Agentic Engineering
Day 4: MCP Architecture Deep Dive

MCP Architecture deep dive — How AI agents, tools and context layers actually work under the hood. For QA engineers and SDETs.

Shahnawaz Khan May 9, 2026 5 min read
Vector database latency impact on AI-driven test optimization in the Agentic QA stack diagram
AI & Agentic Engineering
How Vector DB Latency Impacts AI-Driven Test Optimization in the Agentic QA Stack

How vector database latency impacts AI-driven test optimization in the Agentic QA stack. Why a slow vector store makes your LLM test…

Shahnawaz Khan May 7, 2026 5 min read
MCP vs REST APIs vs Plugins comparison diagram for AI agent architecture in QA engineering
AI & Agentic Engineering
Day 3: MCP vs REST APIs vs Plugins

MCP vs REST APIs vs Plugins — The shift from calling systems to thinking systems. Essential reading for QA engineers.

Shahnawaz Khan May 5, 2026 4 min read
MCP Day 2 real-world use cases for AI agents in QA automation DevOps and developer assistants
AI & Agentic Engineering
Day 2: Why MCP Matters for AI Agents

Why MCP matters for AI agents — Day 2. Four real-world use cases of Model Context Protocol in QA automation, DevOps and…

Shahnawaz Khan May 2, 2026 4 min read
What is MCP?
AI & Agentic Engineering
Day 1: What is MCP? 🚀

What is MCP? Day 1 of AI Agents Zero to Hero. The hidden layer behind modern AI agents — Model Context Protocol…

Shahnawaz Khan May 2, 2026 4 min read
Python if else elif decision making logic diagram for test automation beginners QA engineers
AI & Agentic Engineering
Level Up Your Claude Code with CLAUDE.md

Level up Claude Code with CLAUDE.md — make Claude think like a senior AI engineer on your projects. Guide for QA engineers…

Shahnawaz Khan Apr 30, 2026 4 min read
Python web scraping book data turning into profitable self-published KDP book 2026 guide
AI & Agentic Engineering
AI Agents vs Agentic AI — Stop Confusing These Concepts (90% of Developers Get It Wrong)

AI Agents vs Agentic AI — stop confusing these two concepts. 90% of developers get this wrong. Clear explanation with real examples…

Shahnawaz Khan Apr 26, 2026 8 min read
Automating API Testing with n8n + Google Sheets (A Smarter QA Workflow) 🚀  — QA Pulse by SK
AI & Agentic Engineering
Automating API Testing with n8n + Google Sheets (A Smarter QA Workflow) 🚀 

Automate API testing with n8n and Google Sheets — a smarter QA workflow. Trigger tests, log results and track coverage with minimal…

Shahnawaz Khan Apr 26, 2026 4 min read