Viet-Hoang-2005/MLOps-paas-system

mlops-paas-architecture

Plan, implement, or validate AWS infrastructure, Terraform modules, Ansible roles, K3s bootstrap, and the handoff to GitOps. Use for VPC, compute, storage, IAM, load balancing, DNS, K3s node, or cluster bootstrap changes.

Quellsprache: Englisch

mlops-paas-deployment

Implement or review K3s GitOps resources, Kustomize overlays, Argo CD, Argo Events/Workflows, Kubeflow jobs, platform services, autoscaling, CI/CD promotion, rollback, and operational validation. Use for changes under k8s/ or cluster deployment workflows.

Quellsprache: Englisch

mlops-paas-security

Review or implement security-sensitive changes involving authentication, tenant isolation, UUID APIs, webhooks, capabilities, presigned storage, untrusted workloads, secrets, IAM, Harbor, network exposure, or infrastructure. Use alongside any affected domain…

Quellsprache: Englisch

mlops-paas-overview

Orient cross-cutting work in the MLOps PaaS repository, including component ownership, system planes, identifiers, state ownership, and upload, training, deployment, inference, and drift lifecycles. Use before work that spans multiple services or when the…

Quellsprache: Englisch

mlops-paas-frontend

Implement or review the React/Vite frontend, including feature-first boundaries, route coordinators, React Query, API clients, design tokens, responsive UI, accessibility, i18n, and runtime logs. Use for any change under web/ or any browser-facing workflow.

Quellsprache: Englisch

mlops-paas-backend

Implement, diagnose, or review Python backend services and their contracts: Control Plane, consumer, model-packager, model-server, ML/DL serving, Evidently, and training-runner. Use for API, database, task, callback, execution, storage, inference, drift, or…

Quellsprache: Englisch

mlops-paas-environment

Configure or troubleshoot local Docker Compose and production runtime differences, including service topology, ports, volumes, execution backends, environment variables, secrets, container restarts, and Docker-versus-Argo behavior. Use for…

Quellsprache: Englisch