AWS development with CDK best practices, serverless patterns, cost optimization, and event-driven architecture. Use...
DevOps & Cloud
CI/CD, containerization, cloud services, and infrastructure
Use when configuring, running, or fixing PHPStan static analysis in WordPress projects (plugins/themes/sites):...
OpenTelemetry observability - use for distributed tracing, metrics, instrumentation, Sentry integration, and monitoring
Kubernetes and Helm patterns - use for deployment configs, service definitions, ConfigMaps, Secrets, and Helm chart...
Interactive Intent approval. Review sections and mark status (locked/reviewed/draft). Use /intent-review <path> to...
Critical review of Intent design quality. Checks for over-engineering, YAGNI violations, premature abstraction, and...
Infrastructure as Code using Terraform with modular components, state management, and multi-cloud deployments. Use...
Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with...
Conduct comprehensive security compliance audits for SOC 2, GDPR, HIPAA, PCI-DSS, and ISO 27001. Use when preparing...
Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential...
Implement push notifications for iOS and Android. Covers Firebase Cloud Messaging, Apple Push Notification service,...
Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid...
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and...
Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and...
Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production...
Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste...
Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when...
Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker...
Build comprehensive GitHub Actions workflows for CI/CD, testing, security, and deployment. Master workflows, jobs,...
Deploy containerized applications on Google Cloud Run with automatic scaling, traffic management, and service mesh...
Deploy serverless functions on Google Cloud Platform with triggers, IAM roles, environment variables, and...
Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and...
Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when...
Automate deployments across environments using Helm, Terraform, and ArgoCD. Implement blue-green deployments, canary...