2. DevOps & Infrastructure

Diagnoses and resolves common network tunnel connectivity and configuration issues in infrastructure setups.

Guides Docker containerization for Python Flask, ML models, Tesseract OCR, and React frontends in the Chuuk Dictionary application.

Generates backend service scaffolding with multi-platform startup scripts, Docker Hot-Reload configuration, and Job Manager integration.

Provides guidance to harden code, pipelines, and infrastructure for production, ensuring reliability, performance, and monitoring readiness.

Provides SSH connection to VESSL ML workspace and VSCode integration for seamless cloud development environment access.

Fetches GitHub repository metadata including owner, repo name, issue types, labels, and linked projects for DevOps workflow integration.

Deploys containerized applications to Azure Container Apps with Cosmos DB, Key Vault, and ACR integration for production environments.

Deploys applications to cloud Kubernetes (AKS/GKE/DOKS) via CI/CD pipelines using GitHub Actions, covering configuration and debugging.

Automates Git commits with mandatory build verification to prevent broken code integration.

Comprehensive guide for testing environment variable interpolation in configuration fields, ensuring reliable infrastructure deployment.

Deploys Apache Kafka on Kubernetes via Strimzi operator in KRaft mode, including cluster setup, topic management, and testing for event-driven systems.

Containerizes applications with Docker, docker-compose, and Helm charts, including hardened images and multi-stage builds for secure deployment.

Deploys PostgreSQL on Kubernetes using CloudNativePG operator with high availability, automated failover, and production-ready configurations.

Automates Next.js frontend deployment to Kubernetes clusters with Monaco editor for configuration editing.

Displays real-time project status including build, test, git, and simulator states.

Simplifies local Kubernetes cluster management using Minikube for development, testing, and debugging containerized applications.

Configures Dapr pub/sub components for event-driven microservices using Kafka or Redis, including subscription patterns and Kubernetes deployment.

Builds and deploys enterprise microservices with production-ready patterns, observability, security, and SRE practices across Kubernetes, Docker, and serverless platforms.

Analyzes CDN access logs from various formats, auto-detects log structures, and generates performance reports including traffic, errors, and latency summaries.

Spawns isolated tmux sessions for Claude Code subagent workers to manage terminal environments during code execution tasks.

Guides efficient execution of Python scripts and experiments via SLURM cluster job scheduling in high-performance computing environments.

Automates Alembic database migration generation within GitHub Actions workflows for seamless schema updates.

Provides configuration, deployment, and troubleshooting assistance for AWS Bedrock, the managed generative AI service on Amazon Web Services.

Reviews Terraform HCL code for best practices, security compliance, and effective infrastructure patterns.