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

Retrieval Systems with AI Agents and Distributed Vector Indexing

Learn how to build distributed vector search architectures to power large-scale artificial intelligence agents. Explore partitioning strategies, consistency trade-offs, and engineering patterns for augmented retrieval systems.

IABackend•3 min

Schema Versioning Strategies for LLM API Integrations

Discover how to maintain data consistency in LLM-integrated applications using schema versioning. Learn patterns to handle the unpredictable evolution of language models and ensure production stability.

IABackend•4 min

Implementing Input Guardrails with Strict JSON Schema Validation in AI Agent APIs

Learn how to secure artificial intelligence agent APIs against corrupted inputs and structural hallucinations using strict JSON schema validation and runtime protective barriers.

IAHardware•3 min

Local Inference Orchestration with Language Models in Edge Environments with NPU Acceleration

Learn how to run language models directly on edge devices using dedicated artificial intelligence chips, ensuring privacy, low latency, and offline operation.

IABackend•4 min

Building Natural Language Processing Pipelines with Strict JSON Schema Validation

Learn how to architect robust Natural Language Processing workflows ensuring large language models return perfectly structured and reliable data through strict schema contracts.

IABackend•4 min

Mitigating Hallucinations in Language Models with Contextual Vector Retrieval and Semantic Constraints

Learn how to combine contextual vector retrieval and strict semantic constraints to eliminate fabricated responses in generative artificial intelligence.

IABackend•5 min

Production RAG Pipelines: Hybrid Search and Vector Reranking

Learn how to build resilient RAG architectures by combining vector search with BM25 and cross-encoder reranking models to eliminate hallucinations and boost enterprise accuracy.

IAAutomação•5 min

Implementation of Autonomous Agents with LangGraph for Business Process Automation

Learn how to build complex artificial intelligence workflows with strict state control, ensuring reliability in enterprise process automation.

IABackend•4 min

Real-Time LLM Inference Pipeline Implementation with vLLM and PagedAttention

Learn how to build real-time language model inference pipelines using vLLM and PagedAttention technology to eliminate memory waste.

IADevOps•5 min

Fine-Tuning Code-Specialized Language Models with LoRA Adapters and QLoRA Quantization on Local Clusters

Learn how to adapt code generation artificial intelligence using efficient fine-tuning techniques with LoRA and QLoRA on your own local infrastructure, reducing costs without sacrificing precision.