Technical Articles

Practical articles, in-depth tutorials, and architectural insights on software engineering, AI, and systems.

All categories Arquitetura Automação Backend Carreira DevOps Eletrônica Engenharia Frontend Hardware IA Negócios Produtividade Redes

IAHardware•5 min

Edge LLM Implementation with Unified Memory Execution via WebGPU and ONNX Runtime

Learn how to run language models directly in the browser or local devices using WebGPU and ONNX Runtime, eliminating cloud server dependencies and reducing operational latency.

IAEngenharia•4 min

Efficient Large Language Model Fine-Tuning with LoRA and QLoRA

Learn how to adapt massive artificial intelligences using everyday graphics cards. Discover how smart engineering techniques drastically reduce operational costs.

IABackend•6 min

Implementing RAG with Language Models and Vector Databases in Production

Learn how to build robust Retrieval-Augmented Generation architectures for enterprise environments. We analyze indexing strategies, vector databases, query optimization, and large-scale hallucination mitigation.

IADevOps•4 min

Machine Learning Workflow Orchestration with Kubeflow and Feast

Learn how to integrate Kubeflow and Feast Feature Store to build consistent, reproducible, and production-ready machine learning pipelines at scale.

IAAutomação•4 min

Anomaly Detection in Industrial Time Series Using Autoencoders

Learn how to apply autoencoder neural networks to monitor industrial sensors, predict mechanical failures, and isolate anomalous behavior before unplanned factory shutdowns occur.

IAAutomação•5 min

LangGraph Based AI Agents for Complex Workflow Automation

Learn how to build intelligent, cyclic workflows using LangGraph for complex automations that require decision-making and persistent memory.

IABackend•5 min

Fine-Tuning Open Source Models with QLoRA for Domain Specific Tasks

Learn how to adapt open source artificial intelligence models for corporate challenges using QLoRA, a technique that drastically reduces memory consumption without sacrificing precision.

IADevOps•5 min

Local Language Model Implementation with Ollama and vLLM on On-Premise Infrastructure

Learn how to build an in-house infrastructure to run artificial intelligence locally using Ollama and vLLM. Ensure data privacy, cost control, and high performance on internal servers.

IAEngenharia•4 min

Machine Learning in Predictive Maintenance: Models, Data Pipelines, and Architecture

Discover how machine learning algorithms predict industrial equipment failures before they halt production. Understand sensor data ingestion, time-series preprocessing, and practical implementation.

IAArquitetura•4 min

Autonomous Agents Production Architecture with LangGraph and Python

Learn how to build scalable multi-agent artificial intelligence systems for production environments. We cover subagent orchestration, vector memory, and hybrid RAG in Python.