2. DevOps & Infrastructure

Enables cloud deployment and remote command execution on vmux infrastructure, triggered by keywords like 'deploy' or 'vmux'.

Generates Docker Compose and Dockerfile configurations for local development via interactive Q&A for PHP, Node.js, Python, and CMS stacks.

Provides deployment architecture insights, multi-tenancy design, and environment-specific commands for Fly.io and frontend stacks.

Provides secure SSH access to Fly.io production machines for file inspection, process monitoring, and state examination with platform-specific guidance.

Configures MCP (Model Context Protocol) servers for IDE integration, covering setup, troubleshooting, and service discovery management.

Expert assistance for Shelby CLI tool, enabling command-line blob storage operations including uploads, downloads, account management, and troubleshooting.

Expert in installing, configuring, and troubleshooting Model Context Protocol (MCP) servers for Claude Code, covering transports, authentication, and integrations.

Expert guidance on Shelby Protocol network infrastructure, including RPC servers, storage providers, and performance optimization techniques.

Expert guidance on EAS Build for mobile app builds, including CI/CD configuration, credentials management, and troubleshooting for iOS/Android deployment.

Expert integration of Shelby Protocol decentralized storage for applications, optimizing architecture, migration, and performance for video streaming, AI training, and data analytics workloads.

Expert in configuring, authenticating, and integrating Model Context Protocol (MCP) servers for AI tool connectivity and deployment.

Provides high-performance Solana blockchain data access through Helius RPC, DAS API, and LaserStream real-time streaming for NFTs, tokens, and transactions.

Deploys HyperShift clusters on IBM Cloud PowerVS with optimized processor configuration and resource management for Power Architecture systems.

Deploys HyperShift clusters on Microsoft Azure with identity configuration and resource management for managed OpenShift environments.

Analyzes OpenShift installation failures in Prow CI jobs by examining installer logs, log bundles, and sosreports to diagnose bootstrap and cluster creation issues.

Deploys HyperShift clusters on OpenStack with optimized instance flavors and network configuration for production environments.

Analyzes network configuration data from sosreport archives to diagnose connectivity and configuration issues, extracting key network parameters.

Analyzes sosreport archives to identify root causes of system failures through error pattern extraction from journald and traditional logs.

Deploys HyperShift clusters on existing Kubernetes clusters using KubeVirt virtualization for containerized infrastructure management.

Analyzes Kubernetes resource lifecycle in Prow CI jobs by parsing GCS audit and pod logs, generating interactive HTML timelines for infrastructure debugging.

Analyzes failed tests by examining project code and Prow CI job artifacts, providing a detailed failure report in a predefined format.

Analyzes sosreport archives to extract OS details, packages, systemd services, security policies, and kernel parameters for diagnosing configuration issues.

Deploys HyperShift clusters on bare metal, edge, and disconnected infrastructures using pre-provisioned agents for flexible cluster management.

Analyzes OpenShift bare metal installation failures in Prow CI jobs using dev-scripts artifacts for debugging Metal3/Ironic provisioning and setup issues.