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Continuous Refactoring with LLMs: Patterns That Work in Production

Continuous Refactoring with LLMs: Patterns That Work in Production

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4 min read
Why Automatic Prompt Classification Beats Manual Routing Rules

Why Automatic Prompt Classification Beats Manual Routing Rules

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3 min read
Why Tokens per Second Mislead AI Performance Benchmarks

Why Tokens per Second Mislead AI Performance Benchmarks

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8 min read
Claude 3.5 Sonnet Changed. My System Prompt Stopped Working. Here's What I Learned.

Claude 3.5 Sonnet Changed. My System Prompt Stopped Working. Here's What I Learned.

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4 min read
I Pitted 3 Qwen3.5 Models Against Each Other on an RTX 4060 8GB — What Spec Sheets Don't Tell You

I Pitted 3 Qwen3.5 Models Against Each Other on an RTX 4060 8GB — What Spec Sheets Don't Tell You

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8 min read
🚀 Stop Guessing Which LLM Runs on Your Machine — Meet llmfit

🚀 Stop Guessing Which LLM Runs on Your Machine — Meet llmfit

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3 min read
You're Flying Blind With Your AI Agents. Here's How to Fix It.

You're Flying Blind With Your AI Agents. Here's How to Fix It.

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5 min read
Your LLM API Is an Attack Surface. Are You Scanning It?

Your LLM API Is an Attack Surface. Are You Scanning It?

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7 min read
6-Band Prompt Decomposition: The Complete Technical Guide

6-Band Prompt Decomposition: The Complete Technical Guide

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4 min read
Text-to-SQL Finally Gets Real: DySQL-Bench, BibSQL, DLBench Fix the 'Perfect Query' Myth

Text-to-SQL Finally Gets Real: DySQL-Bench, BibSQL, DLBench Fix the 'Perfect Query' Myth

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3 min read
AI Integration Without AI Researchers: What Engineering Teams Actually Need in 2026

AI Integration Without AI Researchers: What Engineering Teams Actually Need in 2026

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4 min read
The Missing Link Between AI Agents and the Code They Modify

The Missing Link Between AI Agents and the Code They Modify

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10 min read
Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

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11 min read
What is LLM Orchestration? A Complete Guide

What is LLM Orchestration? A Complete Guide

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4 min read
Why Faster First Tokens Matter More Than Total Response Time

Why Faster First Tokens Matter More Than Total Response Time

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10 min read
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