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Karpathy: Agent Performance Gap Is in the Harness, Not the Model

Karpathy: Agent Performance Gap Is in the Harness, Not the Model

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2 min read
How to Fact-Check ChatGPT: The Copy-Paste Prompt I Use to Verify AI Output

How to Fact-Check ChatGPT: The Copy-Paste Prompt I Use to Verify AI Output

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5 min read
Your AI API fallback is hiding your real bill

Your AI API fallback is hiding your real bill

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3 min read
Question AI software development

Question AI software development

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1 min read
What should an MCP tool return? I ran 72 trials instead of arguing

Reveals silent agent failures over loud ones

What should an MCP tool return? I ran 72 trials instead of arguing

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Comments 7
4 min read
How to Catch AI Hallucinations: A Copy-Paste Hallucination Checker Prompt (Tested)

How to Catch AI Hallucinations: A Copy-Paste Hallucination Checker Prompt (Tested)

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5 min read
Routing Down Is Easy. Knowing When Not To Is Hard: Why Cheap Models Break Your Coding Agent

Routing Down Is Easy. Knowing When Not To Is Hard: Why Cheap Models Break Your Coding Agent

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Comments 1
5 min read
MLX vs GGUF on Apple Silicon: which local LLM format should you actually use?

MLX vs GGUF on Apple Silicon: which local LLM format should you actually use?

Comments 1
4 min read
Running LLMs Locally in 2026: The Complete Guide to Benefits, Trade-offs, and Getting Started

Running LLMs Locally in 2026: The Complete Guide to Benefits, Trade-offs, and Getting Started

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10 min read
Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

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3 min read
TensorSharp supports Vulkan backend

TensorSharp supports Vulkan backend

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3 min read
Pinnacle Killed Its Public API. Here's How to Get Pinnacle Odds in 2026 (With Code)

Pinnacle Killed Its Public API. Here's How to Get Pinnacle Odds in 2026 (With Code)

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5 min read
88% of Teams Had an Agent Security Incident Last Year. Red-Teaming Is a Data Problem, Not a Tooling One.

88% of Teams Had an Agent Security Incident Last Year. Red-Teaming Is a Data Problem, Not a Tooling One.

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6 min read
Stop Paying the Opus Tax

Stop Paying the Opus Tax

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4 min read
LoRA Doesn't Approximate Fine-Tuning. It Changes What You Can Teach

LoRA Doesn't Approximate Fine-Tuning. It Changes What You Can Teach

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4 min read
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