Technical Articles

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

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IAArquitetura•5 min

Threat Modeling with Google Mantis: how agents identify attack surfaces

Discover how threat modeling automated by AI agents like Google Mantis revolutionizes software security by mapping attack surfaces in real time.

IAEngenharia•4 min

How Mantis Reduces False Positives in AI-Driven Security Analysis

Discover how the architecture of Mantis tackles the chronic challenge of false positives in artificial intelligence security analysis, balancing precision and operational noise.

IAArquitetura•4 min

How the Google Mantis Multiagent Architecture Works

Explore how Google Mantis coordinates decentralized artificial intelligence agent networks. Understand messaging patterns, conflict resolution, and large-scale operational governance.

IADevOps•5 min

Google Mantis in Practice: Analyzing Repository Security with AI Agents

Learn how Google Mantis AI agents transform code auditing, identifying vulnerabilities and hidden flaws in software repositories through automated and precise workflows.

IAEngenharia•4 min

Google Mantis: How AI Agents Automate Vulnerability Analysis

Discover how Google Mantis uses autonomous artificial intelligence agents to revolutionize security scanning and remediation in complex enterprise systems.

IAHardware•4 min

Hardware Architecture for AI: How CPU, GPU, and NPU Work Together

Learn how modern devices distribute complex artificial intelligence workloads across the CPU, GPU, and NPU to ensure speed, energy efficiency, and high performance.

IAEngenharia•6 min

AI Agent Architecture: Generative Models for Thought and Specialized Models for Decision

Discover how dividing tasks between generative models focused on reasoning and specialized models focused on execution shapes the future of intelligent autonomous systems.

IAArquitetura•6 min

Jev and MCP: Decision Models and Tools in AI Agents

Explore how integrating structured decision models with the Model Context Protocol revolutionizes how artificial intelligence agents execute external tools and solve complex problems.

IABackend•5 min

Jev in Laravel Applications: Integrating AI Decisions into a PHP API

Learn how to architect a PHP API using Laravel to safely, performantly, and scalably incorporate artificial intelligence models into production systems.

IABackend•5 min

Jev and Traditional Code: Limits of Artificial Intelligence and Deterministic Rules

Discover when to delegate software decisions to artificial intelligence models and when to maintain the rigidity of traditional rule-based code. We analyze architecture, trade-offs, and real engineering scenarios.