Blog, Generative AI & Agents, MLOps, LLMOps & Pipelines

Model Context Protocol Servers and Security: What You Need to Know

Oct

13,

2025

Model Context Protocol Servers and Security: What You Need to Know

Model Context Protocol doesn’t include all the necessary security right out of the box. This article will walk you through how to secure yourself against common attack vectors, including weak authentication, prompt injection, and broad authorization to keep your data safe from bad actors.

Blog, Generative AI & Agents, MLOps, LLMOps & Pipelines

AI Security in Focus: Managing Identity, Model Drift, and LLMOps Risks

Sep

2025

AI Security in Focus: Managing Identity, Model Drift, and LLMOps Risks

In this blog, we share two in-depth articles: one explores the AI triple threat and why identity security must be the cornerstone of adoption, while the other looks at LLMOps and how to manage model drift for the safe use of large language models. Together, they highlight the dual challenge...

AI Developer Tools, AI Strategy & Governance, Blog, Generative AI & Agents, Interview

Are AI Tools Hurting Developer Productivity?

Jul

30,

2025

Are AI Tools Hurting Developer Productivity?

A recent study [1] suggests that developers may become less productive when using AI tools. We've asked our experts to weigh in: Is this a temporary setback, a methodological flaw, or a sign of things to come?

Blog, Generative AI & Agents

MCP vs A2A: Architecting AI Agent Communication for Enterprise

Jul

21,

2025

MCP vs A2A: Architecting AI Agent Communication for Enterprise

The AI landscape is shifting towards collaborative, specialized agents. This article provides an essential comparative analysis of emerging AI agent communication protocols: Anthropic's Model Context Protocol (MCP) and Google's Agent-to-Agent (A2A). For ML/AI developers and technical leaders, understanding these frameworks is crucial for building scalable, secure, and composable AI systems....

Generative AI & Agents

Jul

17,

2025

Can GenAI Build Satellites?

How can engineers use GenAI, RAG, and MLOps to tackle the complexity of aerospace projects? From managing thousands of documents to building smarter systems faster, this session shows how AI is transforming the future of systems engineering.

Generative AI & Agents, Interview

RAG & MCP for ML Devs: Practical AI Implementation

Jul

2025

RAG & MCP for ML Devs: Practical AI Implementation

This article, featuring insights from Robert Glaser at JAX Mainz, dives into practical AI implementation strategies. We explore why Retrieval-Augmented Generation (RAG) is a foundational technique and how the emerging Model Context Protocol (MCP) is poised to revolutionize AI agent development.

AI Developer Tools, Blog, Generative AI & Agents

Exploring DeepSeek: How a New Player is Challenging AI Norms

Mar

13,

2025

Exploring DeepSeek: How a New Player is Challenging AI Norms

In this interview, Dr. Pieter Buteneers shares his thoughts on the emerging AI company DeepSeek. We explore the technology behind it, discuss its potential impact on AI development, and touch upon the opportunities and challenges of this innovation.

AI Developer Tools, Blog, Generative AI & Agents

How Ollama Powers Large Language Models with Model Files

Jan

2025

How Ollama Powers Large Language Models with Model Files

The rise of large language models (LLMs) has transformed the landscape of artificial intelligence, enabling advanced text generation, and even the ability to write code. At the heart of these systems are foundation models built on transformer models and fine-tuned with vast amounts of data. Ollama offers a unique approach...

Blog, Generative AI & Agents

Prompt Engineering for Developers and Software Architects

Sep

26,

2024

Prompt Engineering for Developers and Software Architects

Generative AI models like GPT-4 are transforming software development by enhancing productivity and decision-making. This guide on prompt engineering helps developers and architects harness the power of large language models. Learn essential techniques for crafting effective prompts, integrating AI into workflows, and improving performance with embeddings. Whether you're using ChatGPT,...

Blog, Generative AI & Agents

Jul

29,

2024

Art and creativity with AI

Thanks to artificial intelligence, there are no limits to your creativity. Programs like Vecentor or Mann-E, developed by Muhammadreza Haghiri, make it easy to create images, vector graphics, and illustrations using AI. In this article, explore how machine learning and generative models like GPT-4 are transforming art, from AI-generated paintings...

Generative AI & Agents

Model Context Protocol Servers and Security: What You Need to Know

AI Security in Focus: Managing Identity, Model Drift, and LLMOps Risks

Are AI Tools Hurting Developer Productivity?

MCP vs A2A: Architecting AI Agent Communication for Enterprise

Can GenAI Build Satellites?

RAG & MCP for ML Devs: Practical AI Implementation

Exploring DeepSeek: How a New Player is Challenging AI Norms

How Ollama Powers Large Language Models with Model Files

Prompt Engineering for Developers and Software Architects

Art and creativity with AI

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