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I built an open-source tool to distill books into knowledge graphs

I built an open-source tool to distill books into knowledge graphs

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3 min read
GPT-4 launched at $30 per million tokens. Sixteen months later, the same class of output costs ~15 cents. Roughly a 200x drop.

GPT-4 launched at $30 per million tokens. Sixteen months later, the same class of output costs ~15 cents. Roughly a 200x drop.

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2 min read
How We Build Effective Agents — 3 Principles from Anthropic's Barry Zhang

How We Build Effective Agents — 3 Principles from Anthropic's Barry Zhang

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13 min read
LLM agents in quantitative finance, where they actually pay off

LLM agents in quantitative finance, where they actually pay off

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5 min read
Vibecoding in unskilled hands: 11 ways it quietly breaks

Vibecoding in unskilled hands: 11 ways it quietly breaks

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5 min read
The MCP Security Crisis: What We Found Hunting Vulnerabilities Across the Ecosystem

The MCP Security Crisis: What We Found Hunting Vulnerabilities Across the Ecosystem

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9 min read
Running Gemma 4 Locally: A Step-by-Step Guide to Private, High-Performance AI

Running Gemma 4 Locally: A Step-by-Step Guide to Private, High-Performance AI

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1 min read
Which is the Best AI SEO Library for JavaScript in 2026?

Which is the Best AI SEO Library for JavaScript in 2026?

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5 min read
Running Local LLMs on Intel Arc iGPU: A Complete Guide for Ubuntu on Mini-PC Hardware

Running Local LLMs on Intel Arc iGPU: A Complete Guide for Ubuntu on Mini-PC Hardware

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11 min read
Rate Limiting in LLM Applications: Why You Need It and How to Build It

Rate Limiting in LLM Applications: Why You Need It and How to Build It

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4 min read
Engineering an Agentic AI Copilot: Integrating LLMs with 48 FinTech Tools and Autonomous Execution Guardrails

Engineering an Agentic AI Copilot: Integrating LLMs with 48 FinTech Tools and Autonomous Execution Guardrails

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4 min read
Avaliação de fornecedores com Agentes de IA: a estrutura que funciona numa auditoria ISO 27001

Avaliação de fornecedores com Agentes de IA: a estrutura que funciona numa auditoria ISO 27001

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12 min read
LLM-as-Judge: Automated Quality Gate for LLM Outputs in Production

LLM-as-Judge: Automated Quality Gate for LLM Outputs in Production

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7 min read
I pointed the OpenAI SDK at my friend's gaming PC. It just worked.

I pointed the OpenAI SDK at my friend's gaming PC. It just worked.

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6 min read
RAG’s dirty secret: data prep is the real fight

RAG’s dirty secret: data prep is the real fight

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2 min read
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