Technical Articles

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

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IABackend•4 min

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

Learn how to build production-ready systems using multiple autonomous AI agents, managing shared context, dynamic routing, and secure tool execution.

IAHardware•5 min

Efficient LLM Fine-Tuning with QLoRA Quantization in Heterogeneous Hardware Clusters

Learn how to adapt large language models using QLoRA across mixed hardware environments, combining different graphic cards to cut infrastructure costs without sacrificing performance.

IAHardware•2 min

LLM Training Infrastructure: Designing High-Performance Local GPU Clusters

Learn the technical foundations of building an on-premise environment for training language models. Master the balance between hardware power, cooling, and software efficiency.

IAAutomação•4 min

Workflow Automation with AI Agents and LLM Integration in IDEs

Explore how artificial intelligence agents and large language models integrated into development environments are reshaping modern software engineering.

IABackend•2 min

AI Agent Orchestration with Redis and Short-Term Memory

Learn how to implement short-term memory and synchronized RAG using Redis to build smarter, more contextual AI agents. Understand the latency and consistency trade-offs in this architecture.

IAFrontend•4 min

Visual Regression Testing with AI in Design Systems and CI/CD

Learn how to integrate artificial intelligence-driven visual regression testing into continuous integration pipelines to protect design system consistency at scale.

IADevOps•4 min

Distributed Language Model Inference Orchestration with vLLM and PagedAttention in Local Datacenters

Learn how to build an ultra-efficient local infrastructure for language models using vLLM, eliminating memory waste and ensuring predictable latency.

IABackend•4 min

Concept Drift Mitigation in Production Machine Learning Models

Learn how to detect and mitigate artificial intelligence model degradation in production environments through continuous statistical distribution monitoring.

IAHardware•4 min

Language Model Inference Acceleration with TensorRT-LLM and Memory Paging

Learn how to optimize generative AI inference using TensorRT-LLM on heterogeneous hardware, combining smart memory management and dynamic paging to eliminate GPU bottlenecks.

IABackend•4 min

Hybrid Vector Context Retrieval Implementation with Semantic Chunking

Learn how to build hybrid vector search architectures combining intelligent semantic text splitting and distributed re-rankers for maximum artificial intelligence precision.