DevOps & Deployment for Claude Code

Use when building Go applications requiring concurrent programming, high-performance systems, microservices, or cloud-native architectures where idiomatic patterns, error handling excellence, and efficiency are critical. Specifically:\\n\\n<example>\\nContext: Building a gRPC-based microservice that handles thousands of concurrent requests with strict latency requirements and needs proper error propagation and graceful shutdown\\nuser: \"Create a gRPC service in Go that can handle 10k concurrent

Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.

Guides developers through their first steps on Google Cloud, covering account creation, billing setup, project management, CLI installation, and deploying a first resource.

Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify cost requirements and constraints, and provide actionable recommendations for building cost-efficient workloads on Google Cloud.

Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a workload, identify reliability requirements, and provide actionable recommendations for building resilient, highly available systems.

Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.

Google Workspace Admin SDK: Manage users, groups, and devices.

Google Workspace Admin SDK: Audit logs and usage reports.

Google Workspace Alert Center: Manage Workspace security alerts.

Google Apps Script: Manage and execute Apps Script projects.

Google Apps Script: Upload local files to an Apps Script project.

Google Calendar: Manage calendars and events.

Google Calendar: Show upcoming events across all calendars.

Google Calendar: Create a new event.

Google Chat: Manage Chat spaces and messages.

Google Chat: Send a message to a space.

Google Classroom: Manage classes, rosters, and coursework.

Google Cloud Identity: Manage identity groups and memberships.

Google Drive: Manage files, folders, and shared drives.

Google Drive: Upload a file with automatic metadata.

Subscribe to Google Workspace events.

Google Workspace Events: Renew/reactivate Workspace Events subscriptions.

Google Workspace Events: Subscribe to Workspace events and stream them as NDJSON.

Read and write Google Forms.

Gmail: Send, read, and manage email.

Gmail: Send an email.

Gmail: Watch for new emails and stream them as NDJSON.

Manage Google Groups settings.

Google Workspace Enterprise License Manager: Manage product licenses.

Manage Google Meet conferences.

Google Model Armor: Create a new Model Armor template.

Google People: Manage contacts and profiles.

Google Workspace Reseller: Manage Workspace subscriptions.

gws CLI: Shared patterns for authentication, global flags, and output formatting.

Google Sheets: Append a row to a spreadsheet.

Google Vault: Manage eDiscovery holds and exports.

Google Workflow: Cross-service productivity workflows.

Google Workflow: Convert a Gmail message into a Google Tasks entry.