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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
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
How Retrieval Algorithms Shape Better LLM Responses?

How Retrieval Algorithms Shape Better LLM Responses?

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3 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
Just finished my GGUF-Shard

Just finished my GGUF-Shard

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1 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
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
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
MCP Proxy Pattern: Secure, Retrieval-First Tool Routing for Agents

MCP Proxy Pattern: Secure, Retrieval-First Tool Routing for Agents

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18 min read
Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

Probably Secure: A Look At The Security Concerns Of Deterministic Vs Probabilistic Systems

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6 min read
Using a local LLM AI agent to solve the N puzzle

Using a local LLM AI agent to solve the N puzzle

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2 min read
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