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Your First AI Agent: A Clear, Practical Path

Your First AI Agent: A Clear, Practical Path

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5 min read
LLMs fail at debugging forms. Here’s how capturing runtime DOM as JSON helps.

LLMs fail at debugging forms. Here’s how capturing runtime DOM as JSON helps.

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2 min read
Continuous AI: A Simple Introduction

Continuous AI: A Simple Introduction

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4 min read
Youtube Downloader - My first MCP Server

Youtube Downloader - My first MCP Server

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3 min read
Building Production RAG in 2025: Lessons from 50+ Deployments

Building Production RAG in 2025: Lessons from 50+ Deployments

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2 min read
NLP vs LLM for Content Moderation: How to Choose the Right AI Approach

NLP vs LLM for Content Moderation: How to Choose the Right AI Approach

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8 min read
Reproducible LLM Benchmarking: GPT-5 vs Grok-4 with Promptfoo

Reproducible LLM Benchmarking: GPT-5 vs Grok-4 with Promptfoo

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19 min read
How to Summarize Huge Documents with LLMs: Beyond Token Limits and Basic Prompts

How to Summarize Huge Documents with LLMs: Beyond Token Limits and Basic Prompts

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6 min read
Build context-aware AI apps using MCP

Build context-aware AI apps using MCP

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1 min read
72% Faster AI Workflows: How Hybrid Prompt Chaining with Qwen Code and Gemini CLI Boosts Efficiency

72% Faster AI Workflows: How Hybrid Prompt Chaining with Qwen Code and Gemini CLI Boosts Efficiency

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7 min read
RAG Chatbot - MoviesGPT

RAG Chatbot - MoviesGPT

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2 min read
Kimi K2: The Game-Changing Open-Source AI That's Rewriting the Rules of Intelligent Development

Kimi K2: The Game-Changing Open-Source AI That's Rewriting the Rules of Intelligent Development

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6 min read
How Retrieval Algorithms Shape Better LLM Responses?

How Retrieval Algorithms Shape Better LLM Responses?

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3 min read
Why Most AI Agents Fail in Production (And How to Build Ones That Don’t)

Why Most AI Agents Fail in Production (And How to Build Ones That Don’t)

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5 min read
Hands-on and Testing of Google “langextract” and further thoughts…

Hands-on and Testing of Google “langextract” and further thoughts…

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16 min read
Just finished my GGUF-Shard

Just finished my GGUF-Shard

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1 min read
AI's Not Your Savior - It's a Wild Pantheon, and You're the High Priest. Here's How to Win by Mixing Gods and Tools.

AI's Not Your Savior - It's a Wild Pantheon, and You're the High Priest. Here's How to Win by Mixing Gods and Tools.

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4 min read
How Hackers Trick AI: The Hidden World of Prompt Injections and Jailbreaks

How Hackers Trick AI: The Hidden World of Prompt Injections and Jailbreaks

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5 min read
All Data and AI Weekly #199 - July 21, 2025

All Data and AI Weekly #199 - July 21, 2025

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3 min read
Different way to look at LLMs, think word embeddings going to college

Different way to look at LLMs, think word embeddings going to college

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2 min read
ChatGPT o3-mini vs DeepSeek R1 Which Performs Better? - Proje Defteri

ChatGPT o3-mini vs DeepSeek R1 Which Performs Better? - Proje Defteri

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4 min read
Tensor parallelism by hand

Tensor parallelism by hand

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28 min read
Context is the New Frontier: Why Smarter Systems Are Built on Understanding

Context is the New Frontier: Why Smarter Systems Are Built on Understanding

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3 min read
Can You Build AI Agents in Rust? Yep, and Here’s How I Did it

Can You Build AI Agents in Rust? Yep, and Here’s How I Did it

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7 min read
Why AI Needs DevOps More Than Devs: The Missing Link No One Talks About

Why AI Needs DevOps More Than Devs: The Missing Link No One Talks About

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2 min read
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