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From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

From LLM to AI Agent: What’s the Real Journey Behind AI System Development?

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4 min read
LLMs in Business: What They Are and How to Use Them

LLMs in Business: What They Are and How to Use Them

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2 min read
Spring Boot AI Evaluation Testing

Spring Boot AI Evaluation Testing

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12 min read
GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

GPT 4.1, o3, o4-mini - OpenAI releases through the lens of LLM_Chess

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1 min read
Experimenting mcp-go, AnythingLLM and local LLM executions

Experimenting mcp-go, AnythingLLM and local LLM executions

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7 min read
Unvibe: A Python Test-Runner that generates valid code

Unvibe: A Python Test-Runner that generates valid code

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8 min read
From Plain English to Grafana: How VizGenie Simplifies PromQL

From Plain English to Grafana: How VizGenie Simplifies PromQL

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3 min read
My Learning Notes: Choosing the Right AI Model and Hardware

My Learning Notes: Choosing the Right AI Model and Hardware

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6 min read
Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

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3 min read
All Data and AI Weekly #181 - 17-March-2025

All Data and AI Weekly #181 - 17-March-2025

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2 min read
From Fine-Tuning to Feedback Loops: Building Continuous Improvement into LLMOps

From Fine-Tuning to Feedback Loops: Building Continuous Improvement into LLMOps

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2 min read
LLMOps in Practice: Streamlining Large Language Model Pipelines

LLMOps in Practice: Streamlining Large Language Model Pipelines

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1 min read
Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

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2 min read
Meet TalkLLM — A Local AI Assistant in React

Meet TalkLLM — A Local AI Assistant in React

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2 min read
Understanding Language Models: A Beginner-Friendly Introduction

Understanding Language Models: A Beginner-Friendly Introduction

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4 min read
Overview: "OWASP Top 10 for LLM Applications 2025: A Comprehensive Guide"

Overview: "OWASP Top 10 for LLM Applications 2025: A Comprehensive Guide"

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8 min read
Integrating MCP Servers

Integrating MCP Servers

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5 min read
Structured Output for Beginners: 3 Must-Know Prompting Tips

Structured Output for Beginners: 3 Must-Know Prompting Tips

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19 min read
Prolog-MCP Server: Neuro-Symbolic AI for Modern Workflows

Prolog-MCP Server: Neuro-Symbolic AI for Modern Workflows

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5 min read
From Chaos to Clarity: Crafting Knowledge Graphs with LLMs (and a Dash of Magic)

From Chaos to Clarity: Crafting Knowledge Graphs with LLMs (and a Dash of Magic)

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4 min read
Mercury Coder - A Quick Test of Diffusion Language Model

Mercury Coder - A Quick Test of Diffusion Language Model

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4 min read
Chain of LLMs: A Collaborative Approach to AI Problem Solving

Chain of LLMs: A Collaborative Approach to AI Problem Solving

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7 min read
Self-hosting LLMs for Production Systems: Solving the Model Quality Challenge

Self-hosting LLMs for Production Systems: Solving the Model Quality Challenge

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6 min read
How LLMs 'Know' Stuff

How LLMs 'Know' Stuff

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4 min read
You’re Not Coding Alone Anymore: Coding in the Age of Agents

You’re Not Coding Alone Anymore: Coding in the Age of Agents

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10 min read
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