DevOps e Infra

Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.

CRITICAL: Use for Makepad packaging and deployment. Triggers on: deploy, package, APK, IPA, 打包, 部署, cargo-packager, cargo-makepad, WASM, Android, iOS, distribution, installer, .deb, .dmg, .nsis, GitHub Actions, CI, action, marketplace

Generate production-ready mise.toml setups for local development, CI/CD pipelines, and toolchain standardization.

Melhores práticas de infraestrutura como código com Terraform.

Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.

Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.

IAM policy review, hardening, and least privilege implementation

Construa e implemente a mesma funcionalidade de forma consistente em plataformas web, mobile e desktop, utilizando arquitetura API-first e estratégias de implementação paralela.

Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.

Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.