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

IAEngenharia•3 min

Impact Assessment of Hallucinations in Language Models for Critical Software Engineering Task Automation

Understand how failures and fabrications in artificial intelligence models affect software pipelines, architectural risks, and practical mitigation methods.

IAHardware•3 min

Local Edge Inference Implementation Using Quantized Models in Low-Power Devices

Learn how to run artificial intelligence directly on low-power hardware using quantized models, reducing latency and cloud dependency.

IAEngenharia•4 min

Vector Query Optimization in Large Unstructured Datasets with Graph-Based Indexing

Learn how graph-based indexes solve performance bottlenecks in massive vector searches, ensuring low latency and high recall in modern artificial intelligence models.

IAEngenharia•5 min

Algorithmic Bias Mitigation in Natural Language Processing for Technical Support

Discover how to identify and correct discriminatory distortions in artificial intelligence models applied to technical support, ensuring equity and precision.

IABackend•3 min

Memory Allocation Optimization in Long Text Attribute Extraction with Compact Language Models

Learn how to optimize memory allocation and reduce computational resource consumption when extracting attributes from extensive texts using compact language models.

IAArquitetura•5 min

Building Vector Processing Pipelines with HNSW Indexing in Distributed Vector Databases

Learn how to architect scalable vector processing pipelines using HNSW indexing in distributed databases for lightning-fast semantic searches across massive datasets.

IAEngenharia•5 min

Efficient Fine-Tuning of Language Models with LoRA and 4-Bit Quantization

Learn how to adapt large language models using efficient fine-tuning techniques with LoRA and 4-bit compression, enabling training on modest hardware without drastic performance loss.

IABackend•3 min

Autonomous Multi-Agent LLM Orchestration in Production

Learn how to build reliable multi-agent AI systems that communicate, route tasks dynamically, and execute tools securely in production environments.

IAEngenharia•4 min

Distributed Language Model Inference Implementation with Layer Splitting on Heterogeneous GPUs

Learn how to shard massive language models across different budget graphics cards using layer splitting, overcoming VRAM limitations in heterogeneous hardware environments.

IAHardware•3 min

Tensor Alignment Optimization in Graphics Accelerators for Inference Latency Reduction

Learn how tensor alignment in graphics hardware accelerates artificial intelligence inference, eliminating memory bottlenecks and reducing response times in production environments.