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Decisões de arquitetura, padrões de escala e lições da construção de sistemas de AI no mundo real.

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Recente30 de maio de 20264 min read

Why AI Agent Architectures Fail: Lessons from Industry Missteps

Analyzing root causes of failure in AI agent production architectures with Falnoa's structured engineering perspective.

AI agent architectureFiabilidadeScalingproduction systemsCibersegurança

2026

28/05

28/054 min read

Why Most AI Agents Fail in Production: Backwards Architectures

Dissecting common production failures in AI agent lifecycles and offering practical guidance for robust architectures.

ai-agent-architectureproduction-infrastructure4 min read

27/05

27/055 min read

Meta's Adaptive Ranking Models: Lessons for Scaling AI Agents

Examining Meta's Adaptive Ranking Model and its implications for scaling AI agent architecture in complex environments.

agent architectureScaling5 min read

25/05

25/055 min read

NIS2 Compliance: Engineering for Cyber Resilience at Scale

How engineering teams can address NIS2 cybersecurity compliance challenges while building resilient systems for critical infrastructure.

NIS2Cibersegurança5 min read

23/05

23/054 min read

AI Agent Lifecycles: Lessons from AWS's Architecture Guidelines

Analyzing AWS's lifecycle approach to scalable AI agent architectures & Falnoa's take on reliability at scale.

AI agent architectureScaling4 min read

20/04

20/045 min read

GenAI Ops Is Not MLOps With a New Name

MLOps manages model retraining cycles. GenAI Ops manages prompt versioning, non-deterministic evaluation, guardrails, and agent orchestration. Different architecture, different stack.

ArquiteturaInfraestrutura5 min read

25 artigos