Patrick Magalhães

SRE | DevOps | Platform Engineer | Kubernetes | AWS

Greater Fortaleza

About

Hey, I'm Patrick. I build AI agent infrastructure — multi-agent orchestration, memory systems, RAG pipelines, and the platform layer that makes it all run in production on Kubernetes. Right now I’m deep into the agent ecosystem: designing systems where AI agents communicate with each other through the A2A protocol, connect to hundreds of external tools via MCP, maintain hierarchical memory across sessions (vector search, knowledge graphs), and run in cluster mode with automatic crash recovery. Most of it is written in Go and deployed on Kubernetes with full observability. I got here through about 15 years in tech working across development, SRE, and DevOps roles in e-commerce, live events, and financial services. The AI work grew naturally from that background — at some point I realized the best way to solve certain reliability and automation problems was to let agents handle them, so I started building the infrastructure to support that. Some numbers from the infrastructure side: 60% reduction in cloud costs, CI/CD pipelines running 90% faster, and production environments across AWS, Cloudflare, and on-prem that largely run themselves. I'm always up for a good conversation about agent architectures, distributed systems, or anything Kubernetes. Feel free to reach out. Go | Python | TypeScript | Kubernetes | A2A | MCP | Qdrant | OpenAI | Claude | Gemini | RAG | Terraform | Istio | ArgoCD | Prometheus | Grafana

Experience

  • DevOps | SRE | AWS at Flutter Brazil
    Jun 2024 - Present · 2 yrs 2 mos

  • Desenvolvedor at Gocase Brasil
    Nov 2021 - May 2024 · 2 yrs 7 mos

    Na Gocase, estou na linha de frente do desenvolvimento de tecnologias inovadoras, sempre buscando integrar as mais avançadas e eficazes ferramentas do mercado. Minha jornada diária envolve não só codificar e criar soluções que impulsionam o crescimento e a eficiência da empresa, mas também mergulhar profundamente em práticas de DevOps.