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blog

Where MCP Shines

February 10, 2026 less than 1 minute read

“Single LLMs hallucinate. Multi‑agent systems multiply the problem.”

MCP: 5 Leadership Lessons

February 7, 2026 1 minute read

From hype to control. Here are the 5 truths every CTO must know.

How MCP Works?

February 5, 2026 1 minute read

“MCP handshake → tool call → your code runs. 3 minutes to understand.”

Why MCP?

February 3, 2026 1 minute read

“Last week my LLM swore the 2024 World Cup winner was ‘Moon United FC’. It was confident, detailed, and 100% hallucinated.”

When to Use MCP?

January 31, 2026 1 minute read

MCP = LLM lifeline when models hallucinate most.

What is MCP?

January 24, 2026 1 minute read

Model Context Protocol (MCP) = Standardized way for LLMs to discover and call your external tools/data.

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

The Hidden Cost of Quality Debt: What Leadership Doesn’t See

November 21, 2025 9 minute read

Written by - Gavin Cheung

How AI Agents Actually Collaborate: Real-World Workflows, Protocols, and Pitfalls

November 11, 2025 2 minute read

Written by - Millan Kaul

5 Well-Known and 5 Less-Known MCP Concepts with Examples

November 10, 2025 1 minute read

Written by - Millan Kaul

15 AI terms related or similar to MCP (Model Context Protocol) and Agent

November 9, 2025 2 minute read

Written by - Millan Kaul

20 AI acronyms and keywords with definitions and use cases

November 8, 2025 2 minute read

Written by - Millan Kaul

10 Foundational AI Building Block Concepts for Testers and Developers

November 7, 2025 1 minute read

Written by - Millan Kaul

A live implementation of a chatbot

July 12, 2025 1 minute read

Written by - Millan Kaul

The API Automation framework I wish I had known sooner

February 22, 2025 3 minute read

Written by - Millan Kaul

2024 in Review: QA, AI and Quality Engineering in Reflection at #QWM

December 25, 2024 3 minute read

Written by - Millan Kaul

Choosing between : Speed, Quality, Cost - in Test Automation

November 11, 2024 3 minute read

Written by - Millan Kaul

The Ultimate guide to complex JSON parsing using JavaScript, Python, Go, and Java

October 16, 2024 2 minute read

Written by - Millan Kaul

Importance of Test Data - with code example

September 14, 2024 2 minute read

Written by - Millan Kaul

WebDriver Saga

April 24, 2024 2 minute read

Written by - Neelam Pal

Say hello to Multiple : New Performance testing tool

April 6, 2024 4 minute read

Written by - Millan Kaul

Exponential backoff strategy - explained with {code}

April 1, 2024 3 minute read

Written by - Millan Kaul

Navigating the Tempest: QA in the Age of Hyper-Driven Development

March 22, 2024 2 minute read

Written by - Dennis Nyawira

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

How to Shift-Left without writing Code 👩‍💻

June 3, 2023 5 minute read

Written by - Millan Kaul

The paradigm of Quality - Optimised

May 1, 2023 12 minute read

Written by - Alejandro Sanchez Giraldo , ChatGPT , Gith...

7 most used util and helper methods in test automation project

April 6, 2023 2 minute read

Written by - Millan Kaul

The paradigm of Quality - Built-In

April 1, 2023 5 minute read

Written by - Alejandro Sanchez Giraldo , ChatGPT and Gi...

The paradigm of Quality - Embedded

March 1, 2023 11 minute read

Written by - Alejandro Sanchez Giraldo , ChatGPT and Gi...

Evolution of Reliability Tester and AI testing

February 24, 2023 1 minute read

Written by - Karthik Hariharan

Base64 decoding using Postman

February 21, 2023 2 minute read

Written by - Millan Kaul

Two Timeless Concepts

February 14, 2023 2 minute read

Written by - Alejandro Sanchez Giraldo and ChatGPT

The paradigm of Quality

February 8, 2023 5 minute read

Written by - Alejandro Sanchez Giraldo and ChatGPT

Leading by Example: The Power of a Strong Software Testing Leader

February 1, 2023 1 minute read

Written by - Millan Kaul

Exploratory Testing 🔎 + Automation ⚙️

January 27, 2023 3 minute read

Written by - Millan Kaul

As a Dev 👨‍💻, why you should be better friends with QA ❤️

January 22, 2023 5 minute read

Written by - Millan Kaul

Plus Ca Change in Test Automation

January 20, 2023 6 minute read

Written by - Paul Maxwell-Walters

Installing and running Postman app on linux (REHL 8.x)

January 20, 2023 3 minute read

Written by - Millan Kaul

What is 𝗻𝘃𝗺 ❓️ - ⓝⓥⓜ 𝟭𝟬𝟭 in 5 minutes !

January 12, 2023 1 minute read

Written by - Millan Kaul

How to win dev friends as a QA 🤝

January 11, 2023 2 minute read

Written by - Millan Kaul

Love-Hate Relationship with Selenium Automation

January 9, 2023 1 minute read

Written by - Millan Kaul

How to handle 404, 500 and more - using fetch()API in JavaScript

January 7, 2023 6 minute read

Written by - Millan Kaul

How to decode JSON Web Token (JWT) offline

January 6, 2023 less than 1 minute read

Written by - Millan Kaul

Welcome to #QualityWithMillan

December 17, 2021 less than 1 minute read

Welcome to #QualityWithMillan !

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article

How I turned my blog into a Docker based development paradise 🐳 - Try It Yourself!

February 28, 2024 2 minute read

Written by - Millan Kaul

k6 - web dashboards + HTML report 📊

January 29, 2024 2 minute read

Written by - Millan Kaul

Easiest way to understand How Appium works

January 8, 2024 3 minute read

Written by - Millan Kaul

A/B Tetsing - in 5 steps

August 27, 2023 3 minute read

Written by - Millan Kaul

A tasty analogy: Quality and testing explained like a piece of cake 🍰

July 30, 2023 1 minute read

Written by - Millan Kaul

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

Why test automation will be key focus in 2023 ?

December 24, 2022 2 minute read

Written by - Millan Kaul

5 misconceptions regarding Test Automation

September 9, 2021 3 minute read

Written by - Millan Kaul

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mcp

Where MCP Shines

February 10, 2026 less than 1 minute read

“Single LLMs hallucinate. Multi‑agent systems multiply the problem.”

MCP: 5 Leadership Lessons

February 7, 2026 1 minute read

From hype to control. Here are the 5 truths every CTO must know.

How MCP Works?

February 5, 2026 1 minute read

“MCP handshake → tool call → your code runs. 3 minutes to understand.”

Why MCP?

February 3, 2026 1 minute read

“Last week my LLM swore the 2024 World Cup winner was ‘Moon United FC’. It was confident, detailed, and 100% hallucinated.”

When to Use MCP?

January 31, 2026 1 minute read

MCP = LLM lifeline when models hallucinate most.

What is MCP?

January 24, 2026 1 minute read

Model Context Protocol (MCP) = Standardized way for LLMs to discover and call your external tools/data.

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ai-tools

Where MCP Shines

February 10, 2026 less than 1 minute read

“Single LLMs hallucinate. Multi‑agent systems multiply the problem.”

How MCP Works?

February 5, 2026 1 minute read

“MCP handshake → tool call → your code runs. 3 minutes to understand.”

Why MCP?

February 3, 2026 1 minute read

“Last week my LLM swore the 2024 World Cup winner was ‘Moon United FC’. It was confident, detailed, and 100% hallucinated.”

When to Use MCP?

January 31, 2026 1 minute read

MCP = LLM lifeline when models hallucinate most.

What is MCP?

January 24, 2026 1 minute read

Model Context Protocol (MCP) = Standardized way for LLMs to discover and call your external tools/data.

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tutorial

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

Run your first RESTful API service using docker

June 25, 2023 3 minute read

Written by - Millan Kaul

Running a local server and API testing in less than 10 minutes

September 20, 2021 4 minute read

Written by - Millan Kaul

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Leadership

QE Leadership at 3 stage of org, your blueprint for QE Success

February 16, 2025 5 minute read

The most successful QE leaders don’t just enforce quality—they cultivate that environment…

How to Successfully collaborate with multiple Test Leads in a Large-Scale Projects

January 1, 2025 1 minute read

Master the art of collaborating with multiple QA leads in enterprise projects. Learn effective strategies for test coordination, risk management and successf...

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tools

Say hello to Multiple : New Performance testing tool

April 6, 2024 4 minute read

Written by - Millan Kaul

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coding

How MCP Works?

February 5, 2026 1 minute read

“MCP handshake → tool call → your code runs. 3 minutes to understand.”

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leadership

MCP: 5 Leadership Lessons

February 7, 2026 1 minute read

From hype to control. Here are the 5 truths every CTO must know.

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ai-strategy

MCP: 5 Leadership Lessons

February 7, 2026 1 minute read

From hype to control. Here are the 5 truths every CTO must know.

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agents

Where MCP Shines

February 10, 2026 less than 1 minute read

“Single LLMs hallucinate. Multi‑agent systems multiply the problem.”

Back to top ↑