AlibabaCloud CloudOps MCP Server

Official code repository for the paper "Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain"

This repository documents my step-by-step learning and implementation of modern MLOps, AI Infrastructure, and Cloud-Native ML systems.

CloudOps Dashboard helps monitor cloud infrastructure, service health, deployment status, and operational metrics through a centralized backend management platform.

Continuous AWS Route Verification Engine

CloudOpsLab: Hands-on AWS and cloud support scripts showcasing troubleshooting, automation, monitoring, and self-healing. Demonstrates practical CloudOps skills, diagnostics, and cloud problem-solving for entry-level and early-career professionals.

Self-hosted CloudOps AI control plane with Cognito, OPA/Rego, Bedrock, CloudWatch, Cost Explorer, Jira/ServiceNow adapters, DynamoDB audit, MCP, and Terraform.

Production-style Terraform PR risk gate with deterministic policy checks, LangGraph workflow, AWS demo infrastructure, and approval-gated GitHub actions

Cloud-native SRE operations dashboard on Amazon EKS with Helm, Terraform, RDS, HPA, CloudWatch, and GitHub Actions.

Hands-on AWS Cloud Support labs: EC2, S3, Lambda, IAM, GuardDuty, CloudWatch, incident response, automation, and CloudOps troubleshooting

AI-powered CloudOps incident triage dashboard for Kubernetes and CI/CD failures with manifest checks, remediation guidance, Docker, and GitHub Actions CI.

AI-powered CloudOps monitoring system — anomaly detection with PyTorch, FastAPI REST API, Docker deployment, AWS SageMaker training, and GPT-based natural language explanations.

Production-style AWS CloudOps Incident Assistant using CloudWatch, EventBridge, Lambda, DynamoDB, S3, SNS, Bedrock RAG, Guardrails, and SSM Automation.

AI-powered CloudOps platform for codebase analysis and deployment readiness

Enterprise Agentic AI platform for autonomous CloudOps automation, incident response and intelligent infrastructure operations on Microsoft Azure

AI-powered CloudOps platform built with AWS, Terraform, Docker, Kubernetes, Helm, ArgoCD, Prometheus, Grafana, GitHub Actions and self-healing automation.