Analyze project and generate Docker configuration: Dockerfile (multi-stage dev/prod), compose.yml, compose.override.yml (dev), compose.production.yml (hardened), and .dockerignore. Includes production security audit. Use when user says "dockerize", "add docker", "docker compose", "containerize", or "setup docker".
Create scalable, containerized bioinformatics pipelines with Nextflow DSL2 supporting Docker, Singularity, and cloud execution. Use when building portable pipelines with container support, running workflows on cloud platforms (AWS, Google Cloud), or leveraging nf-core community pipelines.
Dockerfile best practices, multi-stage builds, docker-compose, container networking, volume management, and image optimization.
MASTER DEPLOY: CI/CD Pipelines, Docker, K8s, GitOps.
MASTER DEPLOY: CI/CD Pipelines, Docker, K8s, GitOps.
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.
Build the Slurm compute node container image via CodeBuild or local Docker, generate SSH keys, and render Helm values using setup.sh
Deploy Spring Boot apps with Docker, GraalVM native images, and graceful shutdown. Use when deploying Spring Boot apps as GraalVM native images, containers, or configuring shutdown. (triggers: Dockerfile, compose.yml, docker-layer, native-image, graceful-shutdown)
Containerize NestJS apps with multi-stage Docker builds, tune Node.js memory, and implement graceful shutdown hooks. Use when writing Dockerfiles, configuring K8s deployments, or adding shutdown hooks for NestJS. (triggers: Dockerfile, k8s/**, helm/**, max-old-space-size, shutdown hooks)
Build and manage adversary emulation lab environments for any SIEM. Covers Splunk Attack Range, Elastic Security labs, Azure Sentinel labs, and Docker-based setups. Maps data source requirements to infrastructure components.
Reproduce and debug CI failures locally using Docker. Use when a CI job fails but tests pass locally, especially for Linux-specific issues (VSCode extension tests with xvfb, Go tests on Linux). Builds a container matching the CI environment defined in .github/workflows/ci.yml.
Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.
用于本地开发、容器安全、网络、卷策略和多服务编排的 Docker 与 Docker Compose 模式。
Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
