Insights

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

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Recente15 de abril de 20265 min read

NIS2 Is Live: What Portuguese Companies Need to Know Right Now

Decreto-Lei 125/2025 took effect on April 3, 2026. Here's what changed, who's affected, and the compliance gaps most organisations don't see coming.

CibersegurançaNIS2Conformidade

2026

11/04

11/044 min read

Why Most Multi-Agent Systems Fail at Scale

Multi-agent systems aren't microservices. Here's what breaks at scale and the architecture patterns that survive production AI workloads.

ArquiteturaMulti-Agent4 min read

9/04

9/044 min read

The Infrastructure Tax Nobody Talks About

Agent-generated deploys hit 30% on Vercel. The infrastructure layer is changing underneath us. Most companies are building on foundations not designed for this.

InfraestruturaAI Agents4 min read

4/04

4/044 min read

Trustworthy Agents Are an Engineering Problem, Not an Alignment Problem

Anthropic's paper on trustworthy agents confirms what production teams know: agent reliability is an architecture problem, not a prompting problem.

AI AgentsFiabilidade4 min read

25/03

25/034 min read

Vector Databases Are the Wrong Abstraction

Vercel open-sourced a knowledge agent using grep instead of embeddings. File systems beat vector databases for most AI agent workflows. Here's why.

ArquiteturaRAG4 min read

18/03

18/034 min read

Green CI Is No Longer Proof of Safety

Agent-generated code passes every test and looks like senior engineer output. The old CI verification model is broken. Here's what replaces it.

AI AgentsInfraestrutura4 min read

19 artigos