deployment▌

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.

Deploy Next.js applications to production with Docker, CI/CD pipelines, and comprehensive monitoring.

Master Kubernetes deployments for managing containerized applications at scale, including multi-container services, resource allocation, health checks, and rolling deployment strategies.

Master containerizing and deploying Node.js applications with Docker for consistent, portable deployments.

Deployment principles and decision-making for safe production releases. Learn to THINK, not memorize scripts.

覆盖阿里云百炼模型配置、飞书 / 钉钉（传统机器人 + DEAP 高级方案）/ QQ / Discord 全平台接入、Qoder CLI 集成，以及高级配置与运维。

Deployment principles and decision-making framework for safe production releases. \n \n Covers five core deployment phases: prepare, backup, deploy, verify, and confirm/rollback, with platform-specific procedures for Vercel, Railway, Docker, Kubernetes, and VPS environments \n Includes pre-deployment verification across code quality, build, environment, and safety categories, plus post-deployment health checks and monitoring windows \n Provides rollback strategies by platform and decision criter

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configuration testing strategies, and ensure configurations are secure, consistent, and error-free across all environments.

View, manage, and troubleshoot Railway deployments with logs, redeploy, and removal commands. \n \n List deployments and view deploy or build logs with filtering by level, text search, time range, or specific deployment ID \n Redeploy the most recent deployment or restart containers without rebuilding to pick up external resource changes \n Remove deployments (stops the service but keeps it intact; use the environment skill to delete services entirely) \n Supports JSON output for all commands an

Validates Bicep deployments to Azure before execution, detecting syntax errors, permission issues, and previewing infrastructure changes. \n \n Supports both Azure CLI ( az ) and Azure Developer CLI ( azd ) workflows, auto-detecting project type via azure.yaml \n Runs Bicep syntax validation, what-if analysis across all deployment scopes (resource group, subscription, management group, tenant), and permission checks with fallback to reduced-permission validation \n Captures detailed what-if resu