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I put seven LLMs on a USB stick. Here is everything that broke.

I put seven LLMs on a USB stick. Here is everything that broke.

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7 min read
Building a Context-Aware Legal Contract Analyzer with Gemma and Gemini

Building a Context-Aware Legal Contract Analyzer with Gemma and Gemini

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2 min read
LLM Self-Critique: Improve Outputs Today

LLM Self-Critique: Improve Outputs Today

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5 min read
Claude Haiku 5.5 Just Landed: Migrating a Haiku 4.5 Classifier Without the 400s (temperature, Prefill, Thinking Blocks)

Claude Haiku 5.5 Just Landed: Migrating a Haiku 4.5 Classifier Without the 400s (temperature, Prefill, Thinking Blocks)

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6 min read
Cloudflare Just Shipped Two Decision Models. I Raced Them Against Jev (On OpenRouter)

Cloudflare Just Shipped Two Decision Models. I Raced Them Against Jev (On OpenRouter)

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7 min read
Give an AI Agent Your Customer List Without Telling It Who Your Customers Are

Give an AI Agent Your Customer List Without Telling It Who Your Customers Are

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4 min read
Part 3: I Patched My Prompt-Injection Boundary and One Attack Still Got Through

Part 3: I Patched My Prompt-Injection Boundary and One Attack Still Got Through

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13 min read
Agentes Autônomos de IA: A Nova Era da Automação Empresarial em 2025

Agentes Autônomos de IA: A Nova Era da Automação Empresarial em 2025

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3 min read
Autonomous AI Agents: The Next Automation Leap to Transform Business in 2025

Autonomous AI Agents: The Next Automation Leap to Transform Business in 2025

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3 min read
A Vault That Rewrites Itself: obsidian-second-brain and the Karpathy LLM Wiki Pattern

A Vault That Rewrites Itself: obsidian-second-brain and the Karpathy LLM Wiki Pattern

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4 min read
Can an NVIDIA A800 80GB Run Qwen-Image-2.1? A GPUStack Deployment Guide

Can an NVIDIA A800 80GB Run Qwen-Image-2.1? A GPUStack Deployment Guide

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9 min read
Fine-tuning Qwen2.5-1.5B on a Mac to fix a parroting chatbot (and halve the prompt)

Fine-tuning Qwen2.5-1.5B on a Mac to fix a parroting chatbot (and halve the prompt)

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6 min read
What Breaking and Rebuilding an LLM Serving Platform Taught Me About Reliability

What Breaking and Rebuilding an LLM Serving Platform Taught Me About Reliability

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10 min read
Just in: Drex v2.0, a model that decides instead of writing, lands on DevTV

Just in: Drex v2.0, a model that decides instead of writing, lands on DevTV

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3 min read
HumanEval Passes. Production Burns. The Real Story of AI Code Generation in the Vibe Coding Era

HumanEval Passes. Production Burns. The Real Story of AI Code Generation in the Vibe Coding Era

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8 min read
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