A2A — One Stop beyond MCP
Author(s): Kelvin Lu Originally published on Towards AI. Photo by Brooke Cagle on Unsplash If you’ve been following the buzz around MCP and spent some time exploring its details, you might see it as a crucial building block for future agentic systems. …
The World’s First Computer Algorithm
Author(s): Bhavesh Agone Originally published on Towards AI. In a world where no computers yet existed, Ada Lovelace wrote the world’s first algorithm. The First Glimpse of Programming & Complexity in the 1800s The Analytical Engine weaves algebraic patterns just as the …
AI Agent Software: The Future of Coding Tools
Author(s): Talha Nazar Originally published on Towards AI. Image by Author from AI Imagine a world where software writes itself — the lines between developer and machine blur into a seamless dance of creation. This isn’t a distant sci-fi fantasy; it’s the …
Architecting Intelligent Multi-Agent AI Systems: A2A vs MCP
Author(s): Adit Sheth Originally published on Towards AI. Research scientists innovating in AI technology. Generated by Microsoft Designer As AI continues to evolve beyond single-model interactions, we are witnessing a profound transformation in how intelligent systems are designed, built, and deployed. Enterprises …
Mastering Hadoop, Part 1: Installation, Configuration, and Modern Big Data Strategies
Author(s): Niklas Lang Originally published on Towards AI. A comprehensive guide covering Hadoop setup, HDFS commands, MapReduce, debugging, advantages, challenges, and the future of big data technologies.Photo by Nam Anh on Unsplash Nowadays, a large amount of data is collected on the …
PPO Explained and Its Constraints: Introducing PDPPO as an Alternative
Author(s): Leonardo Kanashiro Felizardo Originally published on Towards AI. What is PPO, and Why is it Popular? Proximal Policy Optimization (PPO) has rapidly emerged as a leading model-free reinforcement learning (RL) method due to its simplicity and strong performance across various domains. …
Using CrewAI to Build Agentic Systems
Author(s): Igor Novikov Originally published on Towards AI. Image by the author Crew AI is one of the most popular agentic AI frameworks out there. I’ve reviewed Autogen by Microsoft before, and it turned out to be quite buggy. This one is …
Future of the Job Market — Impact of AI on Various Roles in 2025
Author(s): Nishtha Nagar Originally published on Towards AI. The job market in 2025 is undergoing a fundamental shift, influenced heavily by the rapid adoption of artificial intelligence (AI). As AI technologies, particularly generative AI, become more integrated into workplace systems, their impact …
Colab & SQLite with LangChain & Qwen 2.5 Coder 4 SQL Assistant
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Pixabay: SQL SQL stands for Structured Query Language; it manages and interacts with data. Whether you’re handling a small database or gigabytes of data, SQL allows efficient querying, updating, and management of relational …
AI-Powered Digital Twins: The Future of Intelligent Systems and Real-World Optimization
Author(s): Yuval Mehta Originally published on Towards AI. Photo by Andy Kelly on Unsplash Imagine a city where traffic congestion is eliminated before it even starts, thanks to an AI-powered Digital Twin that predicts and mitigates bottlenecks in real time. Or consider …
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