2. DevOps & Infrastructure

Guides users through troubleshooting and resolving issues in GitHub Actions workflows to ensure smooth CI/CD pipeline execution.

Verifies AWS infrastructure configurations including VPC, NAT Gateway, and security groups to prevent deployment failures and Lambda connection timeouts.

Enables zero-downtime serverless deployments with multi-environment management and infrastructure validation for AWS Lambda.

Investigates AWS service failures and Lambda issues through CloudWatch analysis and multi-layer verification for production error resolution.

Executes pnpm workflow commands for CDK infrastructure deployment, infrastructure management, and web deployment tasks.

Creates a local development environment plan with setup instructions and Docker Compose configuration for any software stack.

Creates a deterministic implementation plan with local development setup and CI/CD configuration after technology stack selection.

Assesses and compares local development environments, including Docker Compose and Kubernetes setups, for various technology stacks.

Automates tmux session creation and pane management for complex multi-component development workflows including backend/frontend and microservices.

Generates CI/CD pipeline plans for any technology stack, including GitHub Actions configuration and automated testing setup.

Guides creation of user-defined shell commands (hooks) for Claude Code, executing at lifecycle events like PreToolUse and PostToolUse.

Triage and resolve build and CI failures with minimal diffs to quickly restore pipeline stability.

Maintains and modifies the development container environment for a repository, handling configuration updates, toolchain changes, and rebuild requests.

Authoring DevOps helper scripts for automation, wrappers, and consistent script conventions in project directories.

Creates executable load test plans and scripts (k6/Gatling style) for performance validation, regression testing, and SLO compliance before release.

Monitors background builds for home-manager and darwin configurations, providing non-intrusive status updates during apply, rebuild, or configuration switch operations.

Provides essential operational reminders and best practices for managing Kubernetes clusters and deployments.

Expert guide for Omarchy Linux system management, handling commands, updates, configuration, and migrations via local installation inspection.

Finds and identifies Nix packages across nixpkgs channels, providing attribute paths and version information for package search queries.

Provides a structured playbook for debugging Java production incidents, including triage, JVM diagnostics, rollback decisions, and postmortems.

Provides best practices for implementing and managing GitOps workflows with Flux CD in Kubernetes environments at Giant Swarm.

Performs pre-deployment impact analysis for Azure infrastructure changes using Bicep what-if with noise filtering.

Enhances system observability via logs, metrics, traces, and alerts to diagnose and resolve production incidents and performance issues.

Manages development environment architecture, troubleshooting, and setup modifications for thesis projects, ensuring consistent and functional coding environments.