Sre Engineer

提供结构化的服务器运维工作流程，包含系统识别、安全检查、命令验证和故障排查；当用户需要系统管理、性能优化、日志分析或服务器维护时使用

Comprehensive SRE platform enabling SLO definition, reliability assessment, incident response, chaos engineering, and error budget management without externa...

Use when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. Invoke for DataFrame API, Spark SQL, RDD operations, performance tuning, streaming analytics.

Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence tracking, room management.

Write production-ready code with clean architecture, proper error handling, and pragmatic trade-offs between shipping fast and building right.

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.