DEV Community: Kiran Kumar Edupuganti

MCP in Action: Seamless AI Integration for Automation and Beyond

Kiran Kumar Edupuganti — Sat, 05 Jul 2025 15:23:06 +0000

Curious about how the latest AI applications are connecting seamlessly with real-world tools and platforms? In my latest article, I decoded the Model Context Protocol (MCP), an open-source framework from Anthropic that's changing how Large Language Models (LLMs) integrate with files, APIs, databases, and business applications.

I cover the essentials:
What is MCP?: A quick overview of its purpose and significance.
MCP Architecture: How client-server design enables secure, flexible connections between AI tools and external resources.
Key Components: The roles of hosts, clients, servers, and prompts in enabling intelligent automation.
Test Automation Applicability: Real-world examples of how MCP powers smarter, more efficient automation across platforms like Claude Desktop, VSCode, and popular business tools.

Read the full article on my portfolio portal for a detailed walkthrough

MCP in Action: Seamless AI Integration for Automation and Beyond | reWA - Kiran Edupuganti's Portfolio

This article delves into the Model Context Protocol (MCP), highlighting its purpose, architecture, and key components. Gain a clear understanding of how MCP standardizes and simplifies connections between large language models and various external resources, offering a unified framework for efficient, secure, and scalable AI integration.

rewireadaptive.com

Refer to the voice-over on @reWireByAutoamtion

Thank You!
@reWireByAutomation, (Kiran Edupuganti), Signing Off!

AI Coding Assistants & Test Automation: A Simplified Suitability Analysis

Kiran Kumar Edupuganti — Sun, 01 Jun 2025 03:50:44 +0000

Refer to the detailed story on my portfolio portal.

AI Coding Assistants & Test Automation: A Simplified Suitability Analysis | reWA - Kiran Edupuganti's Portfolio

Discover the key factors and proposed options for selecting the best-fit AI model for coding-centric test automation, highlighted to enhance your personal automation journey in implementation.

rewireadaptive.com

Refer to the voice-over on @reWireByAutoamtion

Thank You!

@reWireByAutomation , (Kiran Edupuganti), Signing Off!

Vibe Automation Coding: Integrating GitHub Copilot in VS Code for AI-Powered Playwright Automation

Kiran Kumar Edupuganti — Sun, 01 Jun 2025 03:46:55 +0000

Refer to the detailed story on my portfolio portal.

Vibe Automation Coding: Integrating GitHub Copilot in VS Code for AI-Powered Playwright Automation | reWA - Kiran Edupuganti's Portfolio

Discover GitHub Copilot in VS Code for AI-powered Playwright automation: experience Agent mode operations, smart code generation, and inline corrections to empower efficient Playwright development.

rewireadaptive.com

Refer to the voice-over on @reWireByAutoamtion

Thank You!

@rewirebyautomation , (Kiran Edupuganti), Signing Off!

Atlassian Intelligence: Transforming Products and Agile Project Management

Kiran Kumar Edupuganti — Mon, 28 Apr 2025 02:34:50 +0000

This is another advancement in Agile Management that I analyzed, studied, and practiced hands-on. The Portfolio “reWireAdaptive” presents the Atlassian Intelligence enabled in in-house Agile products like JIRA, Confluence, and JIRA Service Management etc.

I designed and published a detailed article on “Atlassian Intelligence” out of my exploration and knowledge of it, and a voice over from the @rewirebyautomation channel as well.

Refer to the Glimpse of the Article

Detailed Article:

Atlassian Intelligence: Transforming Products and Agile Project Management

Refer to the Guide on the Slideshare Portal: Guide

Please refer to the voiceover for the “Atlassian Intelligence” session available on the @rewirebyautomation YouTube channel.

Stay tuned for the next article and session from rewireAdaptive

This is @rewirebyautomation, (Kiran Kumar Edupuganti) from the Portfolio "reWireAdaptive", Signing Off!

PMI Infinity: Your AI-Powered Project Management Coach

Kiran Kumar Edupuganti — Wed, 12 Mar 2025 00:46:17 +0000

PMI Infinity: Your AI-Powered Project Management Coach | by Kiran Kumar Edupuganti | Mar, 2025 | Medium

Kiran Kumar Edupuganti ・ Mar 11, 2025 ・
rewirebyautomation.Medium

A PAGE TALKS ABOUT (TIME UNBOXED: The @reWireByAutomation Story (2024))

Kiran Kumar Edupuganti — Tue, 31 Dec 2024 08:07:17 +0000

A PAGE TALKS ABOUT (TIME UNBOXED: The @reWireByAutomation Story (2024)) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Dec 31, 2024 ・
rewirebyautomation.Medium

With that, @rewirebyautomation signs off for 2024.

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @Two)

Kiran Kumar Edupuganti — Mon, 30 Dec 2024 06:08:53 +0000

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @Two) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Dec 30, 2024 ・
rewirebyautomation.Medium

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @One)

Kiran Kumar Edupuganti — Mon, 30 Dec 2024 06:05:45 +0000

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @One) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Nov 20, 2024 ・
rewirebyautomation.Medium

Exploring KaneAI Beta: An Innovative Testing Agent by LambdaTest | Excited to be Part of the Beta Journey!

Kiran Kumar Edupuganti — Sun, 08 Sep 2024 22:53:02 +0000

KaneAI - Testing Assistant
World’s first end to end software testing agent
Advanced AI Powered Platform built on modern Large Language Models (LLMs).
Unique approach to create, debug and evolve end to end tests using natural language.

Navigate below for the details:

Kane AI - World's First GenAI-Native Test Agent

KaneAI is a GenAI-Native testing agent for high speed Quality Engineering teams. Allowing them to plan, author, and evolve tests using natural language. Try now!

lambdatest.com

A PAGE TALKS ABOUT (The Tricentis Testim Copilot: Generative AI-powered Test Coding Assistant)

Kiran Kumar Edupuganti — Sun, 25 Aug 2024 22:49:05 +0000

A PAGE TALKS ABOUT (The Tricentis Testim Copilot: Generative AI-powered Test Coding Assistant) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Aug 25, 2024 ・
rewirebyautomation.Medium

A PAGE TALKS ABOUT (The Tricentis Tosca Copilot: context-aware, Generative AI-powered Test Automation Assistant)

Kiran Kumar Edupuganti — Sun, 11 Aug 2024 23:15:56 +0000

MY ANALYSIS: PICTURE THIS

The channel has already published a short story titled ‘AI-ERA: Demystified In A Nutshell’. If you haven’t read it, please navigate this story first. I recommend reading the introductory story as a prerequisite before continuing below. It will help you benefit from and establish connectivity throughout this journey.

Refer to the published story “The Tricentis Tools Stack: AI-powered Test Management for JIRA”, which narrated below areas specific to Testing Domain.

i) Gen AI Solutions Transformation and Autonomous Transformation as a follow-up stage
ii) AI Solutions Overview: Testing View

A PAGE TALKS ABOUT (Ai-ERA: Demystified In A Nutshell)

Kiran Kumar Edupuganti ・ May 6 '24

#webdev #automation #ai #testing

A PAGE TALKS ABOUT (The Tricentis Tools Stack: AI-powered Test Management for JIRA)

Kiran Kumar Edupuganti ・ Jul 31 '24

#webdev #testing #ai #automation

A PAGE TALKS ABOUT column from the @rewirebyautomation channel. Picture this story as a follow-up to the parent story titled ‘AI-ERA: Demystified In A Nutshell’. As stated in the parent story, @rewirebyautomation presents “The Tricentis Tosca Copilot: context-aware, Generative AI-powered Test Automation Assistant”, providing a quick overview of Tosca Copilot integration into Tosca Platform and its AI solutions, designed to enhance critical operations in the Test Design and Execution phases.

Refer to the mind map below that outlines the Program of the Story

Before discussing Tosca Copilot, it’s important to understand the Tosca tool architecture. Refer to the Mind Map below, which explains Tosca Commander, designed for Test Design and Execution using Tosca’s native ‘Model-Based Framework.’ This framework sets the stage for enhancing key activities with AI-powered assistant, thereby amplifying the overall Test Portfolio experience.

In my previous story about the AI Transformation journey in the Test Life Cycle/Methodology phase, I explained how identifying areas for enhancement aims to achieve product readiness by incorporating technology trends and improving the overall experience. Refer to the Mind Map below, which highlights Copilot’s needs for innovation, deriving insights from large volumes of data, and optimizing the test portfolio.

Refer to the Mind Map below for a brief explanation of the context-aware AI Assistant ‘Tosca Copilot,’ which had its initial capabilities released in June 2024 and is available through a paid subscription. The Test Automation Assistant features an intelligent, context-aware model designed to optimize Tosca test assets, explain test entities, and derive insights.

Refer to the Mind Map below, which illustrates the integration of ‘Tosca Copilot’ into the Tosca Test Design Environment. It enhances key activities by generating, explaining, and drawing insights across the Test Design and Execution Phases.

Refer to the image below, which shows the Tosca Copilot interface in Tosca Commander.

The Conclusion: Picture This

Refer to the voiceover session below from the @rewirebyautomation YouTube channel.

As part of the upcoming stories, I will continue to publish AI Advancements and their evolution specific to the Testing domain which is designed to offer valuable insights into amplify services, Augmented Test Automation, Test management, and Delivery in any form.

This is @reWireByAutomation, signing off!!!

A PAGE TALKS ABOUT (The Tricentis Tools Stack: AI-powered Test Management for JIRA)

Kiran Kumar Edupuganti — Wed, 31 Jul 2024 04:47:03 +0000

MY ANALYSIS: PICTURE THIS

The channel has already published a short story titled ‘AI-ERA: Demystified In A Nutshell’. If you haven’t read it, please navigate this story first. I recommend reading the introductory story as a prerequisite before continuing below. It will help you benefit from and establish connectivity throughout this journey.

A PAGE TALKS ABOUT (Ai-ERA: Demystified In A Nutshell)

Kiran Kumar Edupuganti ・ May 6 '24

#webdev #automation #ai #testing

A PAGE TALKS ABOUT column from the [@rewirebyautomation ) channel. Picture this story as a follow-up to the parent story titled ‘AI-ERA: Demystified In A Nutshell.’ As stated in the parent story, @rewirebyautomation presents “The Tricentis Tools Stack: AI-powered Test Management for JIRA”, providing a quick overview of AI Solutions overview and its presence & evolution in the Testing domain and how TTM makes fit AI-powered solutions in the Test Design and Management.

Refer to the mind map below that outlines the Program of the Story

Refer to the mind map below, titled ‘Preface’, which sets the context of the evolving presence and solutions of AI throughout the entire lifecycle/methodology. Vendors are releasing solutions that augment activities in each testing phase. Currently, AI is under development, fueled by generative AI (Gen AI), and improving its enablement across all phases from design to reporting, which represents Stage 1 of the transformation. Subsequently, Stage 2 will introduce a new dimension by preparing the groundwork for the ‘Autonomous’ evolution throughout the entire test lifecycle, primarily leveraging large language (LL) multi-modal models.

Refer to the mind map below, named ‘AI Solutions Overview: Testing View.’ My previous published stories and articles narrated the concept of Generative AI and its role in preparing AI Assistants and Solutions. This mind map provides a quick recap of AI Solutions that are currently in the market and playing a pivotal role or are under evolution in their core platforms and tool stacks. It’s a new dimension of orchestration based on Natural Language Processing (NLP) to power up Generative AI solutions.

Refer to the mind map below, named ‘Tricentis Overview.’ Tricentis is a testing tool platform vendor offering tools and solutions that span the entire testing lifecycle, supporting various ERP applications such as SAP and Workday, and serving multiple industries and custom applications. It provides solutions and cloud platforms for mobile app testing services while offering API and data intelligence services. Tricentis also offers tools and solutions for performance testing and has recently acquired the ‘Testim’ platform, which primarily focuses on mobile cloud solutions. Additionally, Tricentis continues to develop AI-powered solutions and assistants, such as copilots, that support various testing segments, from design to automation to reporting. In this context, Tricentis offers an AI-powered solution for JIRA customers who use the Tricentis Test Management platform.

Refer to the mind map below, ‘TTM for JIRA — Overview’ In brief, it targets customers who use JIRA as a project management platform for their product delivery and integrates TTM as a test management tool. This integration works as an extension within the JIRA platform, like other integrations available in the Atlassian Marketplace. Once TTM for JIRA is configured on the JIRA platform, it offers a comprehensive test management solution from requirements to reporting. In this context, Tricentis leverages the power of Generative AI to scan and read requirements and user stories to frame possible test cases. It generates test cases with detailed steps and posts them as issues in the JIRA platform, seamlessly integrating with the existing test management lifecycle. Additionally, it can generate defects for failed test cases, with detailed steps and necessary components attached. This solution supports the auto-generation of test cases, which can be manually reviewed to ensure coverage of all requirements and fulfillment of all test conditions.

The Conclusion: Picture This

Refer to the voiceover session below from the @rewirebyautomation YouTube channel.

As part of the upcoming stories, I will continue to publish AI Advancments and its evolution specific to the Testing domain which are designed to offer valuable insights into amplify services, Augmented Test Automation, Test Managment and Delivery in any form.

This is @reWireByAutomation, signing off!

DEV Community: Kiran Kumar Edupuganti

MCP in Action: Seamless AI Integration for Automation and Beyond

MCP in Action: Seamless AI Integration for Automation and Beyond | reWA - Kiran Edupuganti's Portfolio

AI Coding Assistants & Test Automation: A Simplified Suitability Analysis

AI Coding Assistants & Test Automation: A Simplified Suitability Analysis | reWA - Kiran Edupuganti's Portfolio

Vibe Automation Coding: Integrating GitHub Copilot in VS Code for AI-Powered Playwright Automation

Vibe Automation Coding: Integrating GitHub Copilot in VS Code for AI-Powered Playwright Automation | reWA - Kiran Edupuganti's Portfolio

Atlassian Intelligence: Transforming Products and Agile Project Management

PMI Infinity: Your AI-Powered Project Management Coach

PMI Infinity: Your AI-Powered Project Management Coach | by Kiran Kumar Edupuganti | Mar, 2025 | Medium

Kiran Kumar Edupuganti ・ Mar 11, 2025 ・ rewirebyautomation.Medium

A PAGE TALKS ABOUT (TIME UNBOXED: The @reWireByAutomation Story (2024))

A PAGE TALKS ABOUT (TIME UNBOXED: The @reWireByAutomation Story (2024)) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Dec 31, 2024 ・ rewirebyautomation.Medium

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @Two)

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @Two) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Dec 30, 2024 ・ rewirebyautomation.Medium

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @One)

A PAGE TALKS ABOUT (POSTBOT | INSIDER: Feature Edition @One) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Nov 20, 2024 ・ rewirebyautomation.Medium

Exploring KaneAI Beta: An Innovative Testing Agent by LambdaTest | Excited to be Part of the Beta Journey!

Kane AI - World's First GenAI-Native Test Agent

A PAGE TALKS ABOUT (The Tricentis Testim Copilot: Generative AI-powered Test Coding Assistant)

A PAGE TALKS ABOUT (The Tricentis Testim Copilot: Generative AI-powered Test Coding Assistant) | by Kiran Kumar Edupuganti | Medium

Kiran Kumar Edupuganti ・ Aug 25, 2024 ・ rewirebyautomation.Medium

A PAGE TALKS ABOUT (The Tricentis Tosca Copilot: context-aware, Generative AI-powered Test Automation Assistant)

A PAGE TALKS ABOUT (Ai-ERA: Demystified In A Nutshell)

Kiran Kumar Edupuganti ・ May 6 '24

A PAGE TALKS ABOUT (The Tricentis Tools Stack: AI-powered Test Management for JIRA)

Kiran Kumar Edupuganti ・ Jul 31 '24

A PAGE TALKS ABOUT (The Tricentis Tools Stack: AI-powered Test Management for JIRA)

A PAGE TALKS ABOUT (Ai-ERA: Demystified In A Nutshell)

Kiran Kumar Edupuganti ・ May 6 '24

Kiran Kumar Edupuganti ・ Mar 11, 2025 ・
rewirebyautomation.Medium

Kiran Kumar Edupuganti ・ Dec 31, 2024 ・
rewirebyautomation.Medium

Kiran Kumar Edupuganti ・ Dec 30, 2024 ・
rewirebyautomation.Medium

Kiran Kumar Edupuganti ・ Nov 20, 2024 ・
rewirebyautomation.Medium

Kiran Kumar Edupuganti ・ Aug 25, 2024 ・
rewirebyautomation.Medium