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The fundamental structures of a software system.

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Orchids as Cybersecurity, AI, and ML Systems: A Substrate-Layer Mapping

Orchids as Cybersecurity, AI, and ML Systems: A Substrate-Layer Mapping

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3 min read
Entity, DTO, Repository, Service… afinal, quem faz o quê?

Entity, DTO, Repository, Service… afinal, quem faz o quê?

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9 min read
Why rag not good for structure data

Why rag not good for structure data

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3 min read
From Toy Model to DeepSeek Giant: The Innocence of x + f(x)

From Toy Model to DeepSeek Giant: The Innocence of x + f(x)

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11 min read
Why I Replaced Vector Databases with Markdown Files for AI Agent Memory

Why I Replaced Vector Databases with Markdown Files for AI Agent Memory

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3 min read
Building a Cloud Memory System for Ai Coding Assistants

Building a Cloud Memory System for Ai Coding Assistants

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5 min read
Authentication Model in OpenTelemetry

Authentication Model in OpenTelemetry

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4 min read
How Transformers Architecture Powers Modern LLMs

How Transformers Architecture Powers Modern LLMs

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8 min read
Why Your LLM App Needs a World Model (Not Just RAG)

Why Your LLM App Needs a World Model (Not Just RAG)

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2 min read
Stop Using Media Queries for Spacing: A Guide to Modern Fluid Layouts

Stop Using Media Queries for Spacing: A Guide to Modern Fluid Layouts

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3 min read
Why Agentic AI Is the Next Strategic Leap in Enterprise Automation — Beyond Chatbots and Scripts

Why Agentic AI Is the Next Strategic Leap in Enterprise Automation — Beyond Chatbots and Scripts

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6 min read
Building Production Agent Memory with Neo4j: The Constitutional Graph Pattern

Building Production Agent Memory with Neo4j: The Constitutional Graph Pattern

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2 min read
World Model as a Service: Infrastructure AI Agents Are Missing

World Model as a Service: Infrastructure AI Agents Are Missing

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2 min read
LLM System Design Checklist: 7 Things I Wish Every AI Engineer Knew Before Building an AI App

LLM System Design Checklist: 7 Things I Wish Every AI Engineer Knew Before Building an AI App

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3 min read
7-Layer Constitutional AI Guardrails: Preventing Agent Mistakes

7-Layer Constitutional AI Guardrails: Preventing Agent Mistakes

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3 min read
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