Multi-Agent Systems Redefined
Author(s): Subhadip Saha Originally published on Towards AI. Using CrewAI, LangGraph, and Google’s ADK to Build Coordinated AI Architectures Just envision a startup facing a torrent of customer complaints, technical issues and questions but its small team is overwhelmed with the volume– …
How to Master MCP Servers in 5 Simple Steps (Even If You’re a Coding Newbie)
Author(s): Subhadip Saha Originally published on Towards AI. From zero to MCP hero — no experience needed. Have you ever wished your AI could talk to the real world like a friend fetching your coffee? Imagine an AI that doesn’t just guess …
This MCP + ADK Combo Is My Secret Weapon for Sub-Millisecond Data Streaming
Author(s): Subhadip Saha Originally published on Towards AI. The Protocol, The Toolkit, and Why It Matters in 2025+ Ever wonder how self-driving cars make split-second decisions or how trading bots seize market opportunities in the blink of an eye? The secret lies …
The Hidden Power of MCP + Google ADK — A Guide to Building Systems That Scale
Author(s): Subhadip Saha Originally published on Towards AI. MCP + Google ADK = Control, Stability, and Performance Like Never Before Imagine you’re an AI enthusiast, excited about what large language models can do — generate text, answer questions, even write code. But …
I Used MCP Servers to Automate Google Workspace and Saved Hours — Try This!
Author(s): Subhadip Saha Originally published on Towards AI. Turn Google Workspace into Your Assistant with This MCP Hack Ever wish your Google Workspace could work for you, like a tireless assistant who never sleeps? I sure have. A few months ago, I …
The AI That Fit in My Pocket — And Understood Me Anyway
Author(s): Subhadip Saha Originally published on Towards AI. Ever felt like a machine was listening more carefully than a human ever did? I have. It was 2 a.m. My apartment was dark, but my mind wasn’t quiet. I’d been spiraling through thoughts …
Open-Source AI: Hope or Hype?
Author(s): Subhadip Saha Originally published on Towards AI. How a personal moment with an “open” model made me question everything about freedom, trust, and the future of intelligence It was 2:47 a.m., and I was sitting alone at my desk, bathed in …
The Ultimate Guide to MCP Servers — Finally, a Way to Supercharge Your AI
Author(s): Subhadip Saha Originally published on Towards AI. Most AI Setups Fall Short — Here’s the Bulletproof Server Strategy Top Devs Use to Stay Fast, Scalable, and Smart.Image generated with AI, for blog use only Picture this: you’re sitting at your desk, …
Why 7 Out of 10 Developers Fail at Productivity — And the Simple Fix with MCP Servers
Author(s): Subhadip Saha Originally published on Towards AI. Discover how MCP servers can streamline your workflow, reduce distractions, and help you regain focus in just a few simple steps.Pixel art illustration created with AI Have you ever felt like you’re constantly juggling …
Why YouTube Music’s Recommendations Don’t Work — and How Spotify’s Quantum AI Improves Hits by 67%
Author(s): Subhadip Saha Originally published on Towards AI. Why settle for boring playlists? Spotify’s new Quantum AI makes music suggestions way better, so it feels like every song was picked just for you. Music streaming has changed how we find songs. Both …
Why Most AI Tools Fail to Deliver — and the 8 Trends Changing Everything in 2025
Author(s): Subhadip Saha Originally published on Towards AI. Go beyond AI hype with 8 real 2025 trends that deliver — your guide to smarter tools for work and creativity.AI-generated pixel art for blog illustration, created with ChatGPT (DALL·E). Have you ever tried …
Why Most Coders Burn Out? These MCP Servers Boosted My Speed by 58%
Author(s): Subhadip Saha Originally published on Towards AI. Transform your coding in 2025 with 5 MCP servers that simplify tasks, save time, and make every session feel like pure flow.Pixel art illustration of a confident anime girl in a futuristic landscape, created …
Quantum AI Is Finally Here — Why 2025 Is the Year Everything Changes
Author(s): Subhadip Saha Originally published on Towards AI. | source: Image generated by ChatGPT Last Month, around 2 AM, I was staring at my ceiling fan after a long coding sprint. Somewhere between thinking about deadlines and my broken coffee machine, I …
Forget ChatGPT-4.5 — This New AI Model Might Just Blow It Away (and Save You Money)
Author(s): Subhadip Saha Originally published on Towards AI. Finally, an AI that delivers real results without the premium price — here’s how Baidu’s ERNIE is changing the game. What if I told you the best AI you’ve never heard of just launched …
From Zero to AI Hero: 3 Easy Steps to Build Your First Agent Today
Author(s): Subhadip Saha Originally published on Towards AI. Build your first AI agent with ease, no coding headaches, just simple steps that actually work.Image generated by AI with DALL·E for blog use. I’ll be honest: when I first thought about creating an …
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