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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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MCP

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

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ai-architecture

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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developer-tools

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.”

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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serverless

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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welcome

Welcome to #QualityWithMillan

December 17, 2021 less than 1 minute read

Welcome to #QualityWithMillan !

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openBanking

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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banking

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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CDR

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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dataSharing

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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fintech

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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finance

Is Open Banking just another API❓

January 1, 2023 3 minute read

Written by - Millan Kaul

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algorithm

How to decode JSON Web Token (JWT) offline

January 6, 2023 less than 1 minute read

Written by - Millan Kaul

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team work

How to win dev friends as a QA 🤝

January 11, 2023 2 minute read

Written by - Millan Kaul

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nvm

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

January 12, 2023 1 minute read

Written by - Millan Kaul

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linux

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

January 20, 2023 3 minute read

Written by - Millan Kaul

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tutorial

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

January 20, 2023 3 minute read

Written by - Millan Kaul

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SoftwareTesting

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

February 1, 2023 1 minute read

Written by - Millan Kaul

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Leadership

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

February 1, 2023 1 minute read

Written by - Millan Kaul

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TestingLeadership

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

February 1, 2023 1 minute read

Written by - Millan Kaul

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QualityAssurance

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

February 1, 2023 1 minute read

Written by - Millan Kaul

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ai

Evolution of Reliability Tester and AI testing

February 24, 2023 1 minute read

Written by - Karthik Hariharan

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code

7 most used util and helper methods in test automation project

April 6, 2023 2 minute read

Written by - Millan Kaul

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shift-left

How to Shift-Left without writing Code 👩‍💻

June 3, 2023 5 minute read

Written by - Millan Kaul

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qualityAndTesting

How to Shift-Left without writing Code 👩‍💻

June 3, 2023 5 minute read

Written by - Millan Kaul

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collaboration

How to Shift-Left without writing Code 👩‍💻

June 3, 2023 5 minute read

Written by - Millan Kaul

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EarlyFeedback

How to Shift-Left without writing Code 👩‍💻

June 3, 2023 5 minute read

Written by - Millan Kaul

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microservices

Run your first RESTful API service using docker

June 25, 2023 3 minute read

Written by - Millan Kaul

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development

Run your first RESTful API service using docker

June 25, 2023 3 minute read

Written by - Millan Kaul

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java

Run your first RESTful API service using docker

June 25, 2023 3 minute read

Written by - Millan Kaul

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nightwatch

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

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end-to-end

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

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automated-testing

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

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javaScript

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

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e2e

API testing with nightwatch in 15 mins

July 3, 2023 2 minute read

Written by - Millan Kaul

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grad

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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intern

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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uni

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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career

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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personal

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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experience

Starting My Corporate Journey: working as an intern/graduate

July 16, 2023 7 minute read

Written by - Jing Deng

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quality

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

July 30, 2023 1 minute read

Written by - Millan Kaul

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usertesting

A/B Tetsing - in 5 steps

August 27, 2023 3 minute read

Written by - Millan Kaul

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alpha

A/B Tetsing - in 5 steps

August 27, 2023 3 minute read

Written by - Millan Kaul

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beta

A/B Tetsing - in 5 steps

August 27, 2023 3 minute read

Written by - Millan Kaul

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appium

Easiest way to understand `How Appium works`

January 8, 2024 3 minute read

Written by - Millan Kaul

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mobile-automation

Easiest way to understand `How Appium works`

January 8, 2024 3 minute read

Written by - Millan Kaul

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performance-testing

k6 - web dashboards + HTML report 📊

January 29, 2024 2 minute read

Written by - Millan Kaul

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k6

k6 - web dashboards + HTML report 📊

January 29, 2024 2 minute read

Written by - Millan Kaul

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html-reporting

k6 - web dashboards + HTML report 📊

January 29, 2024 2 minute read

Written by - Millan Kaul

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blog

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

February 28, 2024 2 minute read

Written by - Millan Kaul

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Jekyll

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

February 28, 2024 2 minute read

Written by - Millan Kaul

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Shift-Left & Right

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

March 22, 2024 2 minute read

Written by - Dennis Nyawira

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Agile Testing

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

March 22, 2024 2 minute read

Written by - Dennis Nyawira

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archialgorithm

Exponential backoff strategy - explained with `{code}`

April 1, 2024 3 minute read

Written by - Millan Kaul

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performance testing

Say hello to `Multiple` : New Performance testing tool

April 6, 2024 4 minute read

Written by - Millan Kaul

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Test automation

Say hello to `Multiple` : New Performance testing tool

April 6, 2024 4 minute read

Written by - Millan Kaul

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selenium

WebDriver Saga

April 24, 2024 2 minute read

Written by - Neelam Pal

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webdriver

WebDriver Saga

April 24, 2024 2 minute read

Written by - Neelam Pal

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json

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

October 16, 2024 2 minute read

Written by - Millan Kaul

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strategic

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

November 11, 2024 3 minute read

Written by - Millan Kaul

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2024-reflection

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

December 25, 2024 3 minute read

Written by - Millan Kaul

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quality assurance

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

December 25, 2024 3 minute read

Written by - Millan Kaul

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QA

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

December 25, 2024 3 minute read

Written by - Millan Kaul

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automation testing

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

December 25, 2024 3 minute read

Written by - Millan Kaul

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SDETs

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

December 25, 2024 3 minute read

Written by - Millan Kaul

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Test Leadership

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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Project Management

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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QA Strategy

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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Team Collaboration

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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Quality Engineering 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…

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QE

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…

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Start up

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…

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Collaboration

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…

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testing-at-scale

The API Automation framework I wish I had known sooner

February 22, 2025 3 minute read

Written by - Millan Kaul

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cicd

The API Automation framework I wish I had known sooner

February 22, 2025 3 minute read

Written by - Millan Kaul

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type-script

The API Automation framework I wish I had known sooner

February 22, 2025 3 minute read

Written by - Millan Kaul

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readme

The API Automation framework I wish I had known sooner

February 22, 2025 3 minute read

Written by - Millan Kaul

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chatbot

A live implementation of a chatbot

July 12, 2025 1 minute read

Written by - Millan Kaul

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Developers

10 Foundational AI Building Block Concepts for Testers and Developers

November 7, 2025 1 minute read

Written by - Millan Kaul

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Data Science

20 AI acronyms and keywords with definitions and use cases

November 8, 2025 2 minute read

Written by - Millan Kaul

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Agents

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

November 11, 2025 2 minute read

Written by - Millan Kaul

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A2A

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

November 11, 2025 2 minute read

Written by - Millan Kaul

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conference

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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speaking

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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meetups

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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Keynote

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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Topmate

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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Mentoring

My global speaking journey at Tech Conferences & Meetups in 2025

December 14, 2025 5 minute read

Written by - Millan Kaul

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llm-reliability

When to Use MCP?

January 31, 2026 1 minute read

MCP = LLM lifeline when models hallucinate most.

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tool-calling

When to Use MCP?

January 31, 2026 1 minute read

MCP = LLM lifeline when models hallucinate most.

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ai-reliability

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.”

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sdet

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.”

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playwright-mcp

How MCP Works?

February 5, 2026 1 minute read

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

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mcp-tools

How MCP Works?

February 5, 2026 1 minute read

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

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vscode-mcp

How MCP Works?

February 5, 2026 1 minute read

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

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coding-assistant

How MCP Works?

February 5, 2026 1 minute read

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

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ai-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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cto

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-governance

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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multi-agent

Where MCP Shines

February 10, 2026 less than 1 minute read

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

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agentic-workflows

Where MCP Shines

February 10, 2026 less than 1 minute read

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

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autonomous-agents

Where MCP Shines

February 10, 2026 less than 1 minute read

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

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