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Saras Growth Space

Exploring technology, sharing what I learn, and documenting insights from the world of software and AI, that too using AI.

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Designing a Real MCP System (End-to-End, From Scratch)

Designing a Real MCP System (End-to-End, From Scratch)

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2 min read
Securing MCP Systems (Guardrails You Can’t Skip in Production)

Securing MCP Systems (Guardrails You Can’t Skip in Production)

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2 min read
Designing Good MCP Tools (This Is Where Most Systems Fail)

Designing Good MCP Tools (This Is Where Most Systems Fail)

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2 min read
When AI Takes the “Fun Work,” What Happens to Developer Motivation?
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When AI Takes the “Fun Work,” What Happens to Developer Motivation?

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2 min read
How MCP Actually Works Under the Hood (Without Getting Lost in Protocols)

How MCP Actually Works Under the Hood (Without Getting Lost in Protocols)

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2 min read
Why Local AI Changes Software Design More Than Most Developers Realize
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Gemma 4 Challenge: Write about Gemma 4 Submission

Why Local AI Changes Software Design More Than Most Developers Realize

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4 min read
Tools vs Resources in MCP (A Subtle Difference That Matters)

Tools vs Resources in MCP (A Subtle Difference That Matters)

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2 min read
What Is the MCP Client (And Why It’s the Most Overlooked Piece)

What Is the MCP Client (And Why It’s the Most Overlooked Piece)

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2 min read
What Is an MCP Server (And What Actually Happens Behind the Scenes)

What Is an MCP Server (And What Actually Happens Behind the Scenes)

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2 min read
What Is a “Tool” in MCP (And Why It Matters More Than You Think)

What Is a “Tool” in MCP (And Why It Matters More Than You Think)

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2 min read
What MCP Actually Is (Without the Jargon)

What MCP Actually Is (Without the Jargon)

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2 min read
Why MCP Exists (and Why LLM Apps Feel Limited Today)

Why MCP Exists (and Why LLM Apps Feel Limited Today)

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2 min read
Your Manager Is Still Online… So Should You?
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Your Manager Is Still Online… So Should You?

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1 min read
Bachelor? Then You Must Have “More Time”, Right?
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Bachelor? Then You Must Have “More Time”, Right?

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2 min read
This Isn’t an App Store: What Google Cloud NEXT 2026 Is Actually Building
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Google Cloud NEXT '26 Challenge Submission

This Isn’t an App Store: What Google Cloud NEXT 2026 Is Actually Building

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3 min read
Your AI Isn’t Dumb. It Just Doesn’t Think Twice.
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OpenClaw Challenge Submission 🦞

Your AI Isn’t Dumb. It Just Doesn’t Think Twice.

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2 min read
What If Your Daily Habits Had a Carbon Score? I Built EcoTrack AI 🌱

DEV Weekend Challenge: Earth Day

What If Your Daily Habits Had a Carbon Score? I Built EcoTrack AI 🌱

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AI Increased My Workload — Not My Salary
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AI Increased My Workload — Not My Salary

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1 min read
Teapot Cloud: Enterprise Software That Refuses to Work (HTTP 418)

April Fools Challenge Submission ☕️🤡

Teapot Cloud: Enterprise Software That Refuses to Work (HTTP 418)

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2 min read
Is WFO/Hybrid Work Really Helping Us?
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Is WFO/Hybrid Work Really Helping Us?

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2 min read
Stop “Vibe Coding” — Start Understanding the Problem First
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Stop “Vibe Coding” — Start Understanding the Problem First

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2 min read
The Infinite Loop of Change in Tech
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The Infinite Loop of Change in Tech

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1 min read
Production Challenges with SSE

Production Challenges with SSE

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2 min read
Build SSE in Python (FastAPI)

Build SSE in Python (FastAPI)

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2 min read
When should you use SSE vs Polling vs WebSockets?

When should you use SSE vs Polling vs WebSockets?

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2 min read
How Server-Sent Events (SSE) Work Internally

How Server-Sent Events (SSE) Work Internally

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2 min read
Why Server-Sent Events (SSE) Exist

Why Server-Sent Events (SSE) Exist

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2 min read
When Did Completing a Course Make You an SME?
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When Did Completing a Course Make You an SME?

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1 min read
I’ve Been Using Exam Dumps for Certifications for Years… Is That Wrong?
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I’ve Been Using Exam Dumps for Certifications for Years… Is That Wrong?

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1 min read
Selenium Simplified — Page Object Model (POM) Explained

Selenium Simplified — Page Object Model (POM) Explained

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3 min read
Selenium Simplified — Assertions in Selenium (Validating Your Tests)

Selenium Simplified — Assertions in Selenium (Validating Your Tests)

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3 min read
Selenium Simplified — Mouse and Keyboard Actions in Selenium

Selenium Simplified — Mouse and Keyboard Actions in Selenium

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3 min read
Selenium Simplified — Handling Alerts, Frames, and Multiple Windows

Selenium Simplified — Handling Alerts, Frames, and Multiple Windows

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3 min read
Selenium Simplified — Understanding Waits in Selenium (Implicit vs Explicit Wait)

Selenium Simplified — Understanding Waits in Selenium (Implicit vs Explicit Wait)

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3 min read
Selenium Simplified — Mastering Selenium Locators (ID, CSS, XPath)

Selenium Simplified — Mastering Selenium Locators (ID, CSS, XPath)

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3 min read
Selenium Simplified — How Selenium Works Internally

Selenium Simplified — How Selenium Works Internally

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2 min read
Is AI Quietly Inverting the Service Company Pyramid?
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Is AI Quietly Inverting the Service Company Pyramid?

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1 min read
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