IA Generativa Não Vai Tirar Seu Emprego — Mas Vai Enterrar Quem Não É Engenheiro de Verdade

Generative AI has democratized code generation, but the market is now flooded with unsupervised AI-generated code lacking security, observability, and business context. The article argues that AI doesn't replace real engineers—it exposes those who lack solid engineering fundamentals like threat modeling, performance profiling, and architecture design. The most valuable emerging role is the AI Systems Engineer, who can define guardrails, audit generated code at scale, and design resilient architectures.