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Don't Give the Model SQL

Don't Give the Model SQL

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11 min read
no-watermark: your text may already carry an invisible mark, here's how to check

no-watermark: your text may already carry an invisible mark, here's how to check

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2 min read
Codex vs. Claude Code at Liar's Dice: the Winning Bluff Was the Truth

Codex vs. Claude Code at Liar's Dice: the Winning Bluff Was the Truth

4
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8 min read
Faire tourner Qwen 3.8–27B en local avec Unsloth et DeepSeek Harness sur une RTX 3090 (24 Go) sous Windows 11.

Faire tourner Qwen 3.8–27B en local avec Unsloth et DeepSeek Harness sur une RTX 3090 (24 Go) sous Windows 11.

2
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10 min read
Cline en producción: el agente de código autónomo para VS Code que uso con restricciones deliberadas

Cline en producción: el agente de código autónomo para VS Code que uso con restricciones deliberadas

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9 min read
QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

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5 min read
The Model Knew the Bid Was True. Then It Challenged Anyway.

The Model Knew the Bid Was True. Then It Challenged Anyway.

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6 min read
Cline in production: the autonomous code agent for VS Code I use with deliberate constraints

Cline in production: the autonomous code agent for VS Code I use with deliberate constraints

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8 min read
DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

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10 min read
5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI

5 MCP pains that waste your tokens — and how I killed all 5 with a 50KB CLI

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2 min read
I built a RAG evaluation tool that catches failures RAGAS misses

I built a RAG evaluation tool that catches failures RAGAS misses

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2 min read
Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

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6 min read
What Is an MCP Eval? Why Your Server Passes Every Test and Still Fails

What Is an MCP Eval? Why Your Server Passes Every Test and Still Fails

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9 min read
Models retire faster than operating systems

Models retire faster than operating systems

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3 min read
RAG na Prática: Como Avaliar Retrieval Sem Virar "Achei Que Ficou Bom"

RAG na Prática: Como Avaliar Retrieval Sem Virar "Achei Que Ficou Bom"

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5 min read
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