Stay in Flow. Let Storage Follow.
Author: Cloud Storage Product Team - Nitya Gupta, Prabu Arjunan, Sagar Gupta
Executive Summary
We’re excited to announce the general availability of our newest innovation: the AI-Powered VS Code Extension for Google Cloud NetApp Volumes
This innovation integrates enterprise-grade storage management capabilities directly into the VS Code development environment, enhanced with AI-driven recommendations and natural language controls. The result is a streamlined workflow that enables developers, IT administrators, and DevOps teams to manage NetApp Volumes without context switching, greatly improving efficiency, accuracy, and cost-effectiveness.
Why Does It Matter?
Managing enterprise storage in cloud environments like NetApp Volumes has traditionally meant switching between consoles, dashboards, and CLI tools. Now you can:
- Talk to your storage – Use natural language commands like “create a 2TB volume for staging” or “analyse performance for Project Alpha” right inside VS Code.
- Stay in flow – No more bouncing between code editors and cloud portals. Storage tasks run where you code.
- Work smarter – AI-powered suggestions help with capacity planning, performance tuning, and cost optimization—without manual guesswork.
Key Benefits
The introduction of the AI-Powered VS Code Extension for NetApp Volumes delivers measurable benefits across business, technical, and economic dimensions:
Business Benefits
- Accelerated Delivery - Reduced storage-related delays, enabling faster product releases and feature deployments.
- Improved Collaboration - Development teams can complete storage tasks independently, minimizing IT handoffs.
- Workflow Continuity – Reduce context switches from 12–15 per day to 1–2—saving up to 90% of the disruptions that slow teams down.
Economic Benefits
- Cost Optimization – AI-guided provisioning reduces over-allocation, lowering overall storage spend.
- Productivity Gains – Average of 2 hours saved per developer per day; in a team of 25, this equates to over 50 hours reclaimed daily.
- Scalable Efficiency – Teams can adapt infrastructure quickly in response to project or business changes without costly delays.
Technical Benefits
- Enhanced Performance – AI aligns configurations with workload demands, improving throughput and latency.
- Risk Reduction – Eliminates common provisioning errors that lead to downtime or inefficiencies.
- Automation of Best Practices – Consistent adherence to NetApp and Google Cloud recommended configurations.
How Does It Work?
The extension’s AI-powered chat interface and natural language control are embedded directly into VS Code.
- Conversational Storage Management – Interact with NetApp Volumes just like chatting with a colleague.
- AI Recommendations – Get instant suggestions based on usage patterns and best practices.
- Seamless Integration – No separate logins, portals, or scripts—everything runs in VS Code.
Real-World Scenario
Traditional Workflow:
Developers spend valuable time on infrastructure tasks, such as enabling required APIs and setting up VPCs, before they can create Google Cloud NetApp storage pools and volumes. These steps involve both UI activation and Terraform actions, often needing to be repeated across multiple projects. This repetition diverts focus from feature coding and increases the risk of misconfiguration
With AI-Powered Extension: The developer types: “Generate a performance optimized terraform template”
directly in VS Code. Complete all prerequisites with a single click and use AI-recommended templates to create and mount file shares automatically.
Result: Developer maintain uninterrupted workflow, deploys faster, and keeps infrastructure costs in check.
The AI-Powered VS Code Extension for Google Cloud NetApp Volumes makes cloud storage invisible, intelligent, and developer-first.
Learn More
To get started and explore more about this feature, check out the following resources:
For questions or feedback, please contact our Google Cloud Specialists
