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Why Local LLMs Keep Failing at Code Generation (and How to Fix It)

Why Local LLMs Keep Failing at Code Generation (and How to Fix It)

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6 min read
AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

AIGoat - AI Security Playground to Attack and Defend LLMs. All Running Locally

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Comments 1
3 min read
The Accordion Pattern: Why I stopped writing one fat LLM prompt

The Accordion Pattern: Why I stopped writing one fat LLM prompt

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4 min read
Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

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4 min read
Seu agente de IA está desperdiçando 13.000 tokens antes de dizer "oi"

Seu agente de IA está desperdiçando 13.000 tokens antes de dizer "oi"

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4 min read
Structured Outputs vs Tool Calling: When Your Agent Actually Needs Which

Structured Outputs vs Tool Calling: When Your Agent Actually Needs Which

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8 min read
Why AI Hallucinates Even When It Knows the Answer

Why AI Hallucinates Even When It Knows the Answer

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5 min read
How I Built a Hallucination Detector for RAG Pipelines in Python

How I Built a Hallucination Detector for RAG Pipelines in Python

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3 min read
The Production Agent Checklist: What Every AI Agent Needs Before It Touches Real Users

The Production Agent Checklist: What Every AI Agent Needs Before It Touches Real Users

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9 min read
Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

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8 min read
SEO Is Dead? No. But the Game Changed.

SEO Is Dead? No. But the Game Changed.

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11 min read
The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

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5 min read
AI Agents in Production Are Flying Blind — AgentLens Fixes That

AI Agents in Production Are Flying Blind — AgentLens Fixes That

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2 min read
Your AI agent wastes 13,000 tokens before saying "hello"

Your AI agent wastes 13,000 tokens before saying "hello"

1
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4 min read
Your AI Agent Can Be Socially Engineered. Here Are 3 Attacks That Prove It.

Your AI Agent Can Be Socially Engineered. Here Are 3 Attacks That Prove It.

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4 min read
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