Marcio Cunha

Technical Articles

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

All categoriesArquiteturaAutomaçãoBackendCarreiraDevOpsEletrônicaEngenhariaFrontendHardwareIANegóciosProdutividadeRedes
DevOpsEngenharia•3 min

Continuous Feedback Channels in Distributed Code Reviews to Reduce Friction

Learn how to structure continuous feedback channels in distributed engineering teams to eliminate friction in code reviews, accelerate delivery, and align technical expectations.

IAEngenharia•3 min

Dynamic Weight Quantization Optimization in Language Models for GPU Memory Footprint Reduction

Learn how dynamic quantization reduces video memory consumption when running massive artificial intelligences without sacrificing calculation accuracy.

ArquiteturaEngenharia•5 min

Technical Competency Matrix for Mission-Critical Software Engineers

Explore the architectural, behavioral, and operational pillars that define specialized software engineers in high concurrency and failure-proof systems.

EngenhariaProdutividade•4 min

Work Cycle Optimization: Focus Space Isolation and Context Switch Reduction in Engineering

Learn how isolating focus spaces and mitigating context switches increase throughput and predictability in software and hardware engineering teams.

HardwareEngenharia•3 min

Mathematical Modeling of Mechanical Stress in Server Chassis

Explore how structural physics and vibration analysis in server chassis prevent hard drive failures caused by microphonics.

EngenhariaAutomação•5 min

Interoperability Between Vector and Parametric CAD Formats in Reverse Engineering Workflows

Understand the practical engineering challenges and solutions required to translate static vector geometries into editable parametric models during complex reverse engineering workflows.

AutomaçãoEngenharia•4 min

Structuring Academic and Normative Technical Documentation with Word Style Automation

Learn how to structure complex academic and normative documents using linked styles, multilevel lists, and automated tables of contents in Microsoft Word.

CarreiraEngenharia•4 min

Technical Performance Evaluation Architecture for Software Engineer Promotion Based on System Impact

Learn how to structure a performance evaluation model for software engineers based on real systemic impact, eliminating superficial metrics and subjective bias.

CarreiraEngenharia•3 min

Technical Progression Plans Based on Architecture Domains for Engineers

Learn how to structure career paths for senior software engineers using architecture domains as pillars for technical growth and measurable impact.

IAEngenharia•4 min

Hallucination Mitigation in Language Models Through Retrieval-Augmented Generation and Knowledge Graph Cross-Verification

Learn how to combine Retrieval-Augmented Generation with Knowledge Graphs to eliminate hallucinations in language models. A practical engineering approach for reliable AI systems.