DevOps & Cloud · By ancoleman

Design cloud network architectures with VPC patterns, subnet strategies, zero trust principles, and hybrid connectivity.

ancoleman/ai-design-components

Constructs secure, efficient CI/CD pipelines with supply chain security (SLSA), monorepo optimization, caching strategies, and parallelization patterns for GitHub Actions, GitLab CI, and Argo…

ancoleman/ai-design-components

Deployment patterns from Kubernetes to serverless and edge functions.

ancoleman/ai-design-components

Implement GitOps continuous delivery for Kubernetes using ArgoCD or Flux.

ancoleman/ai-design-components

Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.

ancoleman/ai-design-components

Configure TLS certificates and encryption for secure communications.

ancoleman/ai-design-components

Manage DNS records, TTL strategies, and DNS-as-code automation for infrastructure.

ancoleman/ai-design-components

Guide incident response from detection to post-mortem using SRE principles, severity classification, on-call management, blameless culture, and communication protocols.

ancoleman/ai-design-components

Managing secrets (API keys, database credentials, certificates) with Vault, cloud providers, and Kubernetes.

ancoleman/ai-design-components

Implementing multi-layer security scanning (container, SAST, DAST, SCA, secrets), SBOM generation, and risk-based vulnerability prioritization in CI/CD pipelines.

ancoleman/ai-design-components

Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security hardening, and autoscaling.

ancoleman/ai-design-components

Design and implement disaster recovery strategies with RTO/RPO planning, database backups, Kubernetes DR, cross-region replication, and chaos engineering testing.

ancoleman/ai-design-components

Apply and enforce cloud resource tagging strategies across AWS, Azure, GCP, and Kubernetes for cost allocation, ownership tracking, compliance, and automation.

ancoleman/ai-design-components

Write robust, portable shell scripts with proper error handling, argument parsing, and testing.

ancoleman/ai-design-components

Writing optimized, secure, multi-stage Dockerfiles with language-specific patterns (Python, Node.js, Go, Rust), BuildKit features, and distroless images.

ancoleman/ai-design-components

Write GitHub Actions workflows with proper syntax, reusable workflows, composite actions, matrix builds, caching, and security best practices.

ancoleman/ai-design-components

Managing cloud infrastructure using declarative and imperative IaC tools.

ancoleman/ai-design-components

Optimize cloud infrastructure costs through FinOps practices, commitment discounts, right-sizing, and automated cost management.

ancoleman/ai-design-components

Manage Linux systems covering systemd services, process management, filesystems, networking, performance tuning, and troubleshooting.

ancoleman/ai-design-components

Configure host-based firewalls (iptables, nftables, UFW) and cloud security groups (AWS, GCP, Azure) with practical rules for common scenarios like web servers, databases, and bastion hosts.

ancoleman/ai-design-components

Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with…

ancoleman/ai-design-components

Design and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, networking, and governance.

ancoleman/ai-design-components

Implement applications using Google Cloud Platform (GCP) services.

ancoleman/ai-design-components

When distributing traffic across multiple servers or regions, use this skill to select and configure the appropriate load balancing solution (L4/L7, cloud-managed, self-managed, or Kubernetes…

ancoleman/ai-design-components

When validating system performance under load, identifying bottlenecks through profiling, or optimizing application responsiveness.

ancoleman/ai-design-components

Design and implement Internal Developer Platforms (IDPs) with self-service capabilities, golden paths, and developer experience optimization.

ancoleman/ai-design-components

Strategic guidance for operationalizing machine learning models from experimentation to production.

ancoleman/ai-design-components

Selecting and implementing AWS services and architectural patterns.

ancoleman/ai-design-components

Configure nginx for static sites, reverse proxying, load balancing, SSL/TLS termination, caching, and performance tuning.

ancoleman/ai-design-components

Guide users through creating, managing, and testing server configuration automation using Ansible.

ancoleman/ai-design-components