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# llm

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Document AI Toolkit

Document AI Toolkit

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4 min read
RAG Pipeline Framework

RAG Pipeline Framework

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4 min read
The Model Already Read the README. MICA v0.1.8 Made It a Protocol

The Model Already Read the README. MICA v0.1.8 Made It a Protocol

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8 min read
Vector Database Toolkit

Vector Database Toolkit

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4 min read
AI Agent Framework

AI Agent Framework

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4 min read
AI Safety & Guardrails Kit

AI Safety & Guardrails Kit

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4 min read
Fine-Tuning Pipeline

Fine-Tuning Pipeline

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4 min read
Testing AI: How to Effectively Evaluate LLMs

Testing AI: How to Effectively Evaluate LLMs

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11 min read
I Built a Coding Mentor That Actually Remembers My Mistakes

I Built a Coding Mentor That Actually Remembers My Mistakes

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3 min read
On Static Analysis + LLM

On Static Analysis + LLM

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4 min read
The LLM Tooling Stack I Actually Use in 2026 (After 18 Months of Testing)

The LLM Tooling Stack I Actually Use in 2026 (After 18 Months of Testing)

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2 min read
Hashline vs Replace: Does the Edit Format Matter?

Hashline vs Replace: Does the Edit Format Matter?

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3 min read
Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)

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6 min read
The Structured Output Pattern: How to Get LLMs to Return Clean JSON Every Time

The Structured Output Pattern: How to Get LLMs to Return Clean JSON Every Time

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2 min read
Arquitetura AgĂȘntica: Como Colocar IA AutĂŽnoma em Produção Sem Explodir Seu Sistema

Arquitetura AgĂȘntica: Como Colocar IA AutĂŽnoma em Produção Sem Explodir Seu Sistema

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2 min read
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