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

IABackend•5 min

Building Real-Time Recommendation Systems with Distributed Vector Databases

Learn how to design and implement ultra-fast recommendation architectures using distributed vector databases to process billions of items in milliseconds.

IAArquitetura•4 min

Distributed State Recovery with Raft in Autonomous AI Agents

Learn how to apply the Raft consensus protocol to ensure data consistency and fault recovery across multiple autonomous artificial intelligence agents operating in parallel.

IAEngenharia•3 min

Data Lifecycle Management in Large Language Models with Memory-Efficient Fine-Tuning

Discover how to structure data workflows and apply memory-efficient fine-tuning in large models, optimizing computational costs and knowledge retention.

IAHardware•4 min

Edge Model Inference with ONNX Runtime and NPU Acceleration

Learn how to run artificial intelligence directly on local edge devices using ONNX Runtime and dedicated neural processing units for maximum energy efficiency and speed.

IAArquitetura•5 min

Mitigating Hallucinations in RAG Pipelines Using Knowledge Graph Cross-Verification

Learn how to combine traditional vector search with structured knowledge graphs to eliminate hallucinations and deliver precise answers in generative artificial intelligence systems.

BackendIA•4 min

Cold Start Reduction in Serverless Functions Using Predictive Machine Learning

Learn how to anticipate traffic spikes and eliminate startup latency in serverless functions using predictive machine learning models.

IAEngenharia•4 min

Structured Prompt Engineering with Context-Free Grammars for LLMs

Learn how to apply context-free grammars to force language models into strict type-safe outputs, eliminating parsing errors in production APIs.

IABackend•3 min

Knowledge Graph Recommendation Systems for Real-Time Personalization

Explore how knowledge graphs transform recommendation engines, bridging structured data and machine learning to predict user interests with high precision in real time.

IA•8 min

Orchestrating Multiple LLM Agents: Dynamic Routing, Shared Context, and Production Tool-Calling

Orchestrating systems with multiple autonomous agents, each powered by Large Language Models (LLMs), is key to solving complex production problems. We explore how to implement dynamic routing, manage shared context, and effectively use tool-calling to build robust and scalable applications.

IABackend•4 min

Orchestration of Multiple Autonomous Agents with LLMs in Production

Learn how to architect enterprise systems with multiple intelligent agents using dynamic routing, shared context, and resilient tool-calling in high-scale environments.