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A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

A Vector Database Is Not a RAG Pipeline -And Confusing the Two Will Cost You

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7 min read
Fine-Tuning Large Language Models Using AWS AI Services

Fine-Tuning Large Language Models Using AWS AI Services

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5 min read
Getting Qwen and Gemma to play Zork (and why they get stuck in the maze)

Getting Qwen and Gemma to play Zork (and why they get stuck in the maze)

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7 min read
10 Security Mistakes Claude Code and Copilot Make in Production

10 Security Mistakes Claude Code and Copilot Make in Production

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3 min read
Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

Your AI Agent Gets Dumber the More You Teach It. Skill Graphs Are the Fix.

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3 min read
Best GPU for Local AI & LLMs in 2026

Best GPU for Local AI & LLMs in 2026

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4 min read
Making Your AI Agent Meaningfully Harder to Break - Without Killing Latency

Making Your AI Agent Meaningfully Harder to Break - Without Killing Latency

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12 min read
Agentic code review in production: orchestration, evaluation, and the cost of being wrong

Agentic code review in production: orchestration, evaluation, and the cost of being wrong

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4 min read
I built TrustLayer — an open-source trust layer for every AI tool you use

I built TrustLayer — an open-source trust layer for every AI tool you use

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2 min read
Benchmark Results: SmolLM3 3B, Phi-4-mini, DeepSeek V4, Grok 4.20 — Agent Coding Tested

Benchmark Results: SmolLM3 3B, Phi-4-mini, DeepSeek V4, Grok 4.20 — Agent Coding Tested

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2 min read
I got tired of my agents repeating the same mistakes, so I built a feedback loop for them — here's How it is worked

I got tired of my agents repeating the same mistakes, so I built a feedback loop for them — here's How it is worked

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2 min read
Ollama, LM Studio, and GPT4All Are All Just llama.cpp — Here's Why Performance Still Differs

Ollama, LM Studio, and GPT4All Are All Just llama.cpp — Here's Why Performance Still Differs

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6 min read
Prompt Injection Doesn't Come from Your Users

Prompt Injection Doesn't Come from Your Users

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10 min read
Per-customer cost attribution without a proxy

Per-customer cost attribution without a proxy

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3 min read
Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

Anthropic Just Did Something Unprecedented: They Kept a Model Because It Was Too Good at Hacking

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3 min read
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