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RAG ou fine-tuning: a pergunta errada para quem constrĂłi sistemas de IA

RAG ou fine-tuning: a pergunta errada para quem constrĂłi sistemas de IA

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27 min read
Human-in-the-Loop Validation for AI-Generated Financial Models

Human-in-the-Loop Validation for AI-Generated Financial Models

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8 min read
Choosing the Right LangChain Memory: A Practical Guide for Developers

Choosing the Right LangChain Memory: A Practical Guide for Developers

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3 min read
Testing AI Agent Guardrails Before Production: A Practical Playbook

Testing AI Agent Guardrails Before Production: A Practical Playbook

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4 min read
Measure Once, Distribute Everywhere: A Central Telemetry Engine for GenAI

Measure Once, Distribute Everywhere: A Central Telemetry Engine for GenAI

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3 min read
I built an LLM tuner. Benchmarking it proved me wrong four times.

I built an LLM tuner. Benchmarking it proved me wrong four times.

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5 min read
The Average Latency Lie: What 100 LLM API Calls Taught Me About Benchmarking

The Average Latency Lie: What 100 LLM API Calls Taught Me About Benchmarking

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5 min read
Your AI Agent Has a Carbon Footprint. Nobody's Measuring It.

Your AI Agent Has a Carbon Footprint. Nobody's Measuring It.

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3 min read
Our in-house agent router: Jev vs Kev-4B vs bge-small

Our in-house agent router: Jev vs Kev-4B vs bge-small

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2 min read
The harness is the product now, and nobody's versioning it

The harness is the product now, and nobody's versioning it

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4 min read
What is a KV cache in LLM inference? (and why it, not the weights, limits your throughput)

What is a KV cache in LLM inference? (and why it, not the weights, limits your throughput)

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3 min read
LLM - Day 1 - Intro

LLM - Day 1 - Intro

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3 min read
We Asked 330 Models a Question in Korean. Half of Them Answered in the Wrong Alphabet.

We Asked 330 Models a Question in Korean. Half of Them Answered in the Wrong Alphabet.

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4 min read
Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

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9 min read
200 agents, 2,011,438 tool calls: who's paying for your AI?

200 agents, 2,011,438 tool calls: who's paying for your AI?

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3 min read
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