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

IAArquitetura•4 min

Reliable RAG for Private Bases: Evidence Clipping, Allowlists and Hallucination Guards

Learn how to secure artificial intelligence systems on private knowledge bases by combining strict evidence clipping, allowlists, and rigid guardrails against corporate hallucinations.

IABackend•3 min

Context Tokenization and Caching in Language Models for Inference Latency Reduction

Discover how implementing context caching drastically reduces inference latency by eliminating redundant token reprocessing. Explore the technical impact of this optimization on scalability and infrastructure costs.

IAHardware•3 min

GGUF Quantization and Local Inference: Running Models on Heterogeneous Silicon

Explore how GGUF quantization enables large language models to run on local hardware by optimizing memory usage and heterogeneous processing. Learn the technical trade-offs for high-performance on-premise inference.

IAArquitetura•2 min

LLM Multi-Agent Orchestration: Routing, Context, and Tool-Calling

Orchestrating multiple autonomous agents requires more than just prompts; it demands dynamic routing and shared context management. Learn how to build resilient multi-agent systems for production environments.

IABackend•2 min

Reliable RAG Architecture: Private Data, Evidence Selection, and Guardrails

Build robust RAG systems for private data using evidence filtering and strict access controls. Learn how to prevent model hallucinations and ensure factual accuracy.

IABackend•2 min

Multi-Agent Orchestration: Dynamic Routing, Context, and Tool-Calling in Production

Learn how to architect scalable multi-agent systems using LLMs with dynamic routing, shared context management, and production-ready tool-calling.

IAArquitetura•2 min

Autonomous Agent Orchestration: Dynamic Routing, Shared Context, and Tool-Calling

Master the architectural patterns required to orchestrate multi-agent LLM systems in production, focusing on dynamic routing, state persistence, and secure tool execution.

IAEngenharia•5 min

Why you must learn SDD to program with AI agents

Discover how Specification-Driven Development solves unpredictability in AI agents, turning vague prompts into executable technical specifications.

IADevOps•4 min

Synthetic Tabular Data Generation with Generative Adversarial Networks for Stress Testing

Learn how generative adversarial networks create realistic artificial tabular data to simulate severe failures, protect privacy, and validate systems under extreme stress.

IAEngenharia•4 min

Federated Learning in Edge Devices with Differential Privacy

Learn how to train artificial intelligence directly on smartphones and edge hardware without exposing personal data, using distributed learning and encryption.