Smart systems, artificial intelligence, data analysis, observability, 3D printing and software technology
Hugging Face has become the default repository for modern AI models. What started as a hub for NLP research has grown into a platform that now hosts over two million models, spanning every domain of machine learning — from large language models and diffusion systems to niche fine-tunes for biomedical text, speech synthesis, or financial […]
Imagine having an assistant who never sleeps, never forgets, and always keeps an open line of communication with you. No fancy apps, no constant prompting—just a simple inbox. That’s the beauty of an email-based AI agent. By giving my AI its own email address and letting it regularly check for messages, I suddenly had a […]
Amazon S3 Vectors is a new feature of Amazon S3 that provides native support for storing and querying vectors at scale. This innovative addition transforms S3 into an AI-ready storage solution, offering a cost-optimized approach for building AI applications, AI agents, and semantic search capabilities. By significantly reducing the costs associated with vector storage and […]
It’s funny how sometimes the smallest corner of the internet can give you a glimpse into much larger changes at work. My blog is tiny — so tiny, in fact, that I sometimes wonder if it even deserves to be called a “blog.” It’s more like a digital notebook, a space where I publish stray […]
The Flood of Artificial Content Social media was once hailed as the great democratizer of information. It promised a world where anyone could share their voice, connect with like-minded communities, and discover authentic human perspectives. But in 2025, the landscape looks very different. Social platforms are drowning in a flood of Generative AI (GenAI) content—articles, […]
There is something timeless and universal about our connection to mountains. Whether it’s the jagged teeth of the Himalayas or the gentle curves of the Alps, the sight of these natural wonders captures our imagination and fuels our sense of adventure. With the advance of satellite technology, especially the initiatives from the European Space Agency […]
Transforming AI Tooling: Deploying Remote MCP Servers with Google Cloud Run As Large Language Models (LLMs) become more central to modern software systems, the need to supply them with relevant and reliable context has grown urgent. Developers often face challenges integrating external data and tools into LLM workflows, especially when trying to maintain deterministic behaviors […]
In recent years, the convergence of artificial intelligence, smart homes, and automation protocols has produced one of the most significant developments in modern home technology: the Model Context Protocol (MCP). As AI models become increasingly powerful, so does the demand for methods that allow them to interact intelligently with complex, real-world systems. One such innovation […]
In a world increasingly dominated by convenience, speed, and overconsumption, the culture of repair and upcycling is making a strong comeback. At the heart of this movement stands a powerful tool: the 3D printer. Once considered a futuristic luxury, 3D printing has become a practical, accessible, and environmentally responsible solution for millions of makers, hobbyists, […]
In the dynamic landscape of artificial intelligence (AI) and natural language processing (NLP), the demand for efficient and high-performance vector databases has never been more crucial. These databases serve as the backbone for various applications, including language models (LLMs) that rely on semantic understanding. In this blog post, we delve into three leading vector databases […]