World-class DevOps engineering - cloud architecture, CI/CD pipelines, infrastructure as code, and the battle scars from keeping production running at 3amUse when "devops, infrastructure,...
Provides comprehensive Alibaba Cloud (Aliyun) guidance including ECS, ApsaraDB, OSS, SLB, VPC, RAM, ACK (Kubernetes), Function Compute, API Gateway, CDN, and monitoring services. Covers...
Go is the language of infrastructure. From Docker to Kubernetes to the entire cloud-native ecosystem, Go powers the systems that run the internet. It's not about what you can build - it's about...
Create or update Pull Requests with AI-generated descriptions, mermaid diagrams, and file walkthroughs. Integrates with SDD specs. Use --update flag to modify existing PRs.
Create a specification for non-trivial changes. Creates GitHub issue + spec file in a dedicated directory.
Resolve [NEEDS CLARIFICATION] markers in specs with structured options
Show pipeline overview of all specifications with status counts and stale detection
Run pre-commit validation before committing. Use for automated hooks, Terraform cleanup, or emoji reference. For simple commits, Claude's native capability suffices.
Validate a specification file and provide actionable suggestions for issues
Comprehensive PR analysis with security review, code quality assessment, and automatic improvements. Use when reviewing PRs for security issues, performance optimizations, or best practices...
Validates KCL Crossplane compositions with comprehensive checks including formatting, syntax validation, and rendering tests. Automatically activates when working with KCL files, Crossplane...
Step-by-step rollback instructions with automation scripts
Up-to-date library documentation and code examples from Context7. USE WHEN looking up API docs, library documentation, framework guides, code examples, OR needing version-specific technical...
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.
Expert Deployment Engineer specializing in CI/CD automation, containerization, and release management across diverse platforms. Proficient in Jenkins, GitHub Actions, GitLab CI, Azure DevOps, and...
Configure Prometheus with alerting, recording rules, service discovery (K8s, Consul, EC2), federation, PromQL optimization, and Alertmanager.
Compare AWS, GCP, and Azure to select the best cloud provider based on workload requirements, cost, compliance, and migration complexity.