gcpArchitects, debugs, secures, and cost-optimizes Google Cloud — Cloud Run, GKE, Compute Engine, BigQuery, Cloud SQL, IAM, VPC. Use when deploying or reviewing anything on GCP, when a bill jumps or BigQuery scan cost has to come down, when a 403 PERMISSION_DENIED, a SERVICE_DISABLED, a RESOURCE_EXHAUSTED quota error, a 502/503/504, or an unreachable Cloud SQL instance has no obvious cause, when choosing between compute (Cloud Run, GKE, Cloud Functions) or databases (Cloud SQL, AlloyDB, Spanner, Firestore, Bigtable), when hardening service accounts, org policies, firewall rules, public buckets, or secrets, when writing Terraform against the google provider, or when auditing an inherited project. Covers VPC/subnet design, Private Google Access, Vertex AI/GPU quota, Pub/Sub/Dataflow, backups/DR, and gcloud. Not for Kubernetes manifest authoring (`k8s`), Terraform language mechanics (`terraform`), or PostgreSQL tuning inside Cloud SQL (`pg`).
Install via ClawdBot CLI:
clawdbot install ivangdavila/gcpGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
Deploy a global e-commerce application using Cloud Load Balancer for multi-region traffic and Cloud CDN to reduce egress costs. Implement BigQuery with partitioned tables and LIMIT clauses in development to manage scan costs, while using preemptible VMs for fault-tolerant batch processing like order analytics.
Build a data pipeline with VPC Service Controls to prevent data exfiltration and enable Data Access audit logs for compliance. Use dedicated service accounts with least privilege and Workload Identity Federation for external CI/CD systems like GitHub Actions, ensuring secure access to BigQuery and Cloud Storage.
Monitor a SaaS platform by creating custom Cloud Logging buckets for extended retention beyond 30 days and configuring alert policies with notification channels to avoid auto-close issues. Use Cloud Trace with increased sampling rates to debug rare errors in Cloud Functions gen2 for long-running tasks.
Host media files in Cloud Storage with parallel uploads for large objects and use a global VPC with subnets in each region to reduce latency. Implement firewall rules to control egress and enable Private Google Access on subnets for secure API calls without public IPs, optimizing performance and cost.
Offer analytics services using BigQuery with cost-effective partitioning and on-demand pricing, billed per bytes scanned. Generate revenue through monthly subscriptions, with tiered pricing based on data volume and features like custom monitoring dashboards.
Provide managed services for clients by leveraging Terraform for reproducible infrastructure and Shared VPC for network administration. Revenue comes from consulting fees and ongoing management contracts, focusing on cost optimization and security compliance.
Develop and sell tools that automate GCP deployments using Cloud Build with pre-configured IAM roles and GKE Autopilot for simplified Kubernetes. Monetize through licensing fees for the software and support services, targeting teams needing streamlined CI/CD pipelines.
💬 Integration Tip
Use Terraform with the google provider and variables for project IDs to avoid hardcoding, and grant necessary IAM roles to the Cloud Build service account before first deployment to prevent permission issues.
Scored Apr 22, 2026
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