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A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs

A Journey from AI to LLMs and MCP - 8 - Resources in MCP — Serving Relevant Data Securely to LLMs

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4 min read
A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer

A Journey from AI to LLMs and MCP - 10 - Sampling and Prompts in MCP — Making Agent Workflows Smarter and Safer

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4 min read
A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components

A Journey from AI to LLMs and MCP - 7 - Under the Hood — The Architecture of MCP and Its Core Components

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4 min read
A Journey from AI to LLMs and MCP - 6 - Enter the Model Context Protocol (MCP) — The Interoperability Layer for AI Agents

A Journey from AI to LLMs and MCP - 6 - Enter the Model Context Protocol (MCP) — The Interoperability Layer for AI Agents

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4 min read
A Journey from AI to LLMs and MCP - 9 - Tools in MCP — Giving LLMs the Power to Act

A Journey from AI to LLMs and MCP - 9 - Tools in MCP — Giving LLMs the Power to Act

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4 min read
A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications

A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications

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4 min read
A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG

A Journey from AI to LLMs and MCP - 3 - Boosting LLM Performance — Fine-Tuning, Prompt Engineering, and RAG

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4 min read
A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations

A Journey from AI to LLMs and MCP - 5 - AI Agent Frameworks — Benefits and Limitations

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6 min read
A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows

A Journey from AI to LLMs and MCP - 2 - How LLMs Work — Embeddings, Vectors, and Context Windows

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4 min read
Expectations vs Reality: Adopting LLMs in Product Engineering

Expectations vs Reality: Adopting LLMs in Product Engineering

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3 min read
Securing Kubernetes Using Honeypots to Detect and Prevent Lateral Movement Attacks

Securing Kubernetes Using Honeypots to Detect and Prevent Lateral Movement Attacks

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3 min read
Tiny Experiments: Embracing Iterative Growth and Self-Discovery

Tiny Experiments: Embracing Iterative Growth and Self-Discovery

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5 min read
AI Codebase Knowledge Builder (Full Dev Tutorial!)

AI Codebase Knowledge Builder (Full Dev Tutorial!)

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16 min read
Do you use LLMs? And some podcast recommendations

Do you use LLMs? And some podcast recommendations

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2 min read
Vector Dimensions: Handle with Care!

Vector Dimensions: Handle with Care!

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3 min read
Crawling web sites using “Data Prep Kit”

Crawling web sites using “Data Prep Kit”

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4 min read
Introduce Relysium - Cursor alternative for Emacs

Introduce Relysium - Cursor alternative for Emacs

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1 min read
🧠 Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams

🧠 Diagram2Graph: Fine-Tuning a Vision Language Model to Extract Knowledge Graphs from Diagrams

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3 min read
Embeddings Demystified: Math, Meaning & Machines

Embeddings Demystified: Math, Meaning & Machines

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3 min read
Using Docling’s OCR features with RapidOCR

Using Docling’s OCR features with RapidOCR

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23 min read
Introducing Claude Crew: Enhancing Claude Desktop's Coding Agent Capabilities

Introducing Claude Crew: Enhancing Claude Desktop's Coding Agent Capabilities

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6 min read
Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!

Building and running AI applications all in one place (prompts, notebooks, agents…); watsonx.ai studio!

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8 min read
Vector Database Indexing: A Comprehensive Guide

Vector Database Indexing: A Comprehensive Guide

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7 min read
AI and Pizza: Can Language Models Take Your Order Without Messing It Up?

AI and Pizza: Can Language Models Take Your Order Without Messing It Up?

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2 min read
From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o

From PDF Hell to Structured Data: Building Parsie with Azure AI and GPT-4o

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3 min read
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