Gilson SiqueiraAI Engineer building RAG systems, MCP tooling, and internal AI workflows with a production support mindset. Based in São Paulo, Brazil, working remotely.https://barateza.org/Building an internal AI assistant for support engineers with MCPhttps://barateza.org/blog/kcs-search-mcp/https://barateza.org/blog/kcs-search-mcp/How I wrapped a Kubernetes-backed search stack as Model Context Protocol tools so support engineers could query knowledge bases, tickets, and docs without leaving their workflow.Mon, 25 May 2026 00:00:00 GMTDubweave, for Alinehttps://barateza.org/blog/dubweave-personal-notes/https://barateza.org/blog/dubweave-personal-notes/A personal and technical deep dive into dubweave for my wife, explained simply and shaped by the way I work.Mon, 25 May 2026 00:00:00 GMT