Intelligence Beyond the Prompt
Architecting modular frameworks (like LARI) designed for complex reasoning, multi-step tool invocation, and persistent memory. Bridging the gap between raw LLMs and deterministic business logic.
I'm André Castro — an engineering leader based in Rio de Janeiro, building AI frameworks, multi-agent systems, and the cloud-native infrastructure that makes them reliable at scale.
Lifecycle for Agent Reasoning & Interaction
A robust framework for building and operating AI agents as reliable application components. Extends Microsoft.Extensions.AI with governed tools, RAG, identity, and observability.
* First open-source functional version scheduled for August 31, 2026.

.NET / React / AI Platform
Architecting modular frameworks (like LARI) designed for complex reasoning, multi-step tool invocation, and persistent memory. Bridging the gap between raw LLMs and deterministic business logic.
Expertise in event-driven microservices, low-latency financial data processing, and high-throughput architectures using technologies like ClickHouse and materialized views.
Deep focus on Kubernetes orchestration, GitOps workflows, and automated scaling patterns (KEDA/Karpenter) to create high-performance platforms that engineers actually enjoy using.
Implementing agentic workflows to automate systemic engineering challenges—from autonomous code reviews and unit test generation to AI-assisted incident investigation and observability.
Leading engineering strategy and AI adoption across the organization. Focused on platform modernization, FinOps efficiency, and scaling multi-agent architectures for global financial services.
Conceived and spearheaded the development of Nina.AI, a high-scale multi-agent framework featuring intent routing, MCP integration, RAG, and automated engineering workflows.
Architected a next-generation fund administration platform. Implemented GitOps-driven CI/CD pipelines and established cloud-native infrastructure standards across engineering teams.
Built and delivered the core platform for Real Estate Investment Trusts. Defined microservices framework standards and improved developer experience through automated platform tooling.
Co-founded a restaurant tech startup. Architected a native Android platform with real-time server-side synchronization for kitchen management and guest ordering systems.
Started as an intern and progressed to Full-Stack Developer. Built real-time enterprise dashboards, mobile applications, and high-throughput APIs for complex retail operations.
Agents, platform architecture patterns, and the occasional side quest.
"Great AI systems aren't demos — they're infrastructure. Boring on the surface, magical underneath."
I enjoy conversations about agent architectures, platform engineering at scale, and the intersection where they meet.