DEV Community: Avishek Dutta The latest articles on DEV Community by Avishek Dutta (@avishek_dutta_5c0ca712ef5). https://dev.to/avishek_dutta_5c0ca712ef5 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3868226%2F2f881642-2b4b-4b2e-8494-0a4d4abbbcac.jpg DEV Community: Avishek Dutta https://dev.to/avishek_dutta_5c0ca712ef5 en My take on building AI agents with Gemini on Google Cloud from NEXT ’26 🚀👇 Avishek Dutta Wed, 29 Apr 2026 06:31:11 +0000 https://dev.to/avishek_dutta_5c0ca712ef5/my-take-on-building-ai-agents-with-gemini-on-google-cloud-from-next-26-1768 https://dev.to/avishek_dutta_5c0ca712ef5/my-take-on-building-ai-agents-with-gemini-on-google-cloud-from-next-26-1768 <div class="ltag__link--embedded"> <div class="crayons-story "> <a href="https://dev.to/avishek_dutta_5c0ca712ef5/building-an-ai-agent-with-gemini-on-google-cloud-from-idea-to-real-world-use-9fe" class="crayons-story__hidden-navigation-link">Building an AI Agent with Gemini on Google Cloud: From Idea to Real-World Use</a> <div class="crayons-story__body crayons-story__body-full_post"> <a href="https://dev.to/avishek_dutta_5c0ca712ef5/building-an-ai-agent-with-gemini-on-google-cloud-from-idea-to-real-world-use-9fe" class="crayons-article__context-note crayons-article__context-note__feed"><p>Google Cloud NEXT '26 Challenge Submission</p> </a> <div class="crayons-story__top"> <div class="crayons-story__meta"> <div class="crayons-story__author-pic"> <a href="/avishek_dutta_5c0ca712ef5" class="crayons-avatar crayons-avatar--l "> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3868226%2F2f881642-2b4b-4b2e-8494-0a4d4abbbcac.jpg" alt="avishek_dutta_5c0ca712ef5 profile" class="crayons-avatar__image"> </a> </div> <div> <div> <a 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https://dev.to/avishek_dutta_5c0ca712ef5/building-an-ai-agent-with-gemini-on-google-cloud-from-idea-to-real-world-use-9fe https://dev.to/avishek_dutta_5c0ca712ef5/building-an-ai-agent-with-gemini-on-google-cloud-from-idea-to-real-world-use-9fe <p>This is a submission for the Google Cloud NEXT Writing Challenge.</p> <h2> 🚀 Why This Stood Out at Cloud NEXT ’26 </h2> <p>At Google Cloud NEXT ’26, the most impactful announcement for me was the evolution of <strong>Gemini within Google Cloud</strong>, especially its role in enabling AI Agents.</p> <p>This is not just another AI update — it represents a shift from writing static code to building <strong>intelligent, decision-making systems</strong>.</p> <h2> 🧠 What Changed for Developers? </h2> <p>Traditionally, developers:</p> <ul> <li>Write logic step-by-step</li> <li>Handle edge cases manually</li> <li>Build everything from scratch</li> </ul> <p>With Gemini + Vertex AI:</p> <ul> <li>AI can generate and optimize code</li> <li>Systems can respond dynamically</li> <li>Applications can “think” and assist users</li> </ul> <p>This changes the role of a developer from a coder to a <strong>system designer of intelligence</strong>.</p> <h2> ⚙️ A Simple AI Agent Idea (Real Use Case) </h2> <p>To understand this better, I explored a basic project idea:</p> <h3> 💡 AI Study Assistant (Student-Focused) </h3> <p>Using Gemini + Google Cloud, we can build:</p> <ul> <li>A chatbot that explains concepts</li> <li>Generates notes from PDFs</li> <li>Answers doubts in real-time</li> </ul> <h3> 🛠️ Basic Flow: </h3> <ol> <li>User inputs question </li> <li>Gemini processes query (via Vertex AI) </li> <li>Backend handles context/history </li> <li>Response is generated intelligently </li> </ol> <h3> 🔧 Tech Stack: </h3> <ul> <li>Gemini (via Vertex AI)</li> <li>Cloud Functions / Cloud Run</li> <li>Firebase (for frontend or database)</li> </ul> <p>Even at a beginner level, this is achievable — which is what makes this update powerful.</p> <h2> ⚡ Why This Matters </h2> <p>This update lowers the barrier to entry for AI development.</p> <p>As a student exploring cloud and AI:</p> <ul> <li>I can build real-world applications faster </li> <li>I don’t need deep ML expertise to start </li> <li>I can focus more on solving problems </li> </ul> <p>This is a huge step toward <strong>democratizing AI development</strong>.</p> <h2> ⚠️ Honest Critique </h2> <p>While the technology is powerful, there are still challenges:</p> <ul> <li>Pricing is not always beginner-friendly </li> <li>Too many tools can confuse new developers </li> <li>Lack of structured beginner pathways </li> </ul> <p>Improving these areas will significantly boost adoption among students and early developers.</p> <h2> 🔥 My Perspective </h2> <p>As someone actively learning Google Cloud and guiding peers, I see massive potential here.</p> <p>Tools like Gemini will:</p> <ul> <li>Transform student projects </li> <li>Enable smarter hackathon solutions </li> <li>Prepare developers for AI-first careers </li> </ul> <h2> 🎯 Final Thoughts </h2> <p>Gemini + Google Cloud is not just an update — it's a direction.</p> <p>We are moving toward:<br> 👉 AI-assisted development<br><br> 👉 Automation-first systems<br><br> 👉 Faster innovation cycles </p> <p>And this is just the beginning.</p> <h1> googlecloud #cloudnextchallenge #ai #gemini #developers </h1> devchallenge cloudnextchallenge googlecloud ai ☕ Smart Teapot That Refuses to Brew (418 Certified Chaos) Avishek Dutta Wed, 08 Apr 2026 17:25:33 +0000 https://dev.to/avishek_dutta_5c0ca712ef5/smart-teapot-that-refuses-to-brew-418-certified-chaos-3aa2 https://dev.to/avishek_dutta_5c0ca712ef5/smart-teapot-that-refuses-to-brew-418-certified-chaos-3aa2 <p><em>This is a submission for the <a href="https://dev.to/challenges/aprilfools-2026">DEV April Fools Challenge</a></em></p> <h2> What I Built- </h2> <p>I built a completely useless Smart Teapot that refuses to brew coffee under any circumstances.</p> <p>Whenever a user clicks the “Brew Coffee” button, the system responds with a 418 – I’m a teapot error. Instead of performing its job, the teapot expresses emotions, sarcasm, and passive-aggressive behavior.</p> <p>This project is designed to confuse users, waste their time, and make them question their life choices — exactly as intended.</p> <h2> Demo </h2> <p><a href="https://peppy-pika-568ff0.netlify.app" rel="noopener noreferrer">https://peppy-pika-568ff0.netlify.app</a></p> <h2> Code </h2> <p>💻 GitHub Repository:<br> <a href="https://github.com/supravad1981-spec/smart-teapot-418" rel="noopener noreferrer">https://github.com/supravad1981-spec/smart-teapot-418</a></p> <h2> How I Built It </h2> <p>This project is built using HTML, CSS, and JavaScript. It features an AI-powered smart teapot that refuses to brew coffee, responding with humorous 418 errors and sarcastic replies generated using Google Gemini API.</p> <h2> Prize Category </h2> <h2> Prize Category </h2> <p>🏆 <strong>Best Google AI Usage + Best Ode to Larry Masinter</strong></p> <p>This project combines both categories by integrating the Google Gemini API to generate dynamic, sarcastic responses from the teapot, making each interaction unique and engaging.</p> <p>At the same time, it is directly inspired by the HTCPCP protocol and the iconic 418 “I’m a teapot” status code, serving as a humorous tribute to Larry Masinter.</p> <p>The project intentionally embraces uselessness while showcasing creative use of AI and internet culture.</p> devchallenge 418challenge showdev ai