The future of software development with Duet AI
AI Summary
- Introduction to Software Development Lifecycle Demo
- Working in large organizations involves collaboration to deliver software.
- The process includes emails, meetings, documentation, planning, and design.
- Demo Overview
- Demonstrates a full journey using Google Cloud tools for the software lifecycle.
- Covers design, code, test, deploy, operate, and analyze stages.
- Focuses on a developer using AI tools to ship a new feature for Cymbal Superstore.
- Design Phase
- Developer writes an email using Duet AI in Gmail to coordinate with a teammate.
- Brainstorms implementation on a whiteboard, then uses Architecture Diagram tool for clarity.
- Uploads the diagram to Bard with Google Lens to identify risks and questions.
- Starts a design doc in Google Docs with Duet AI’s outline creation feature.
- Coding Phase
- Uses Cloud Workstations and Apigee for development.
- Duet AI generates OpenAPI spec and TypeScript stub code.
- Implements business logic with Duet AI’s code suggestions.
- Fixes Firestore error with help from generative search results.
- Testing Phase
- Writes tests using Duet AI for the API endpoint.
- Runs tests in Cloud Workstations, ensuring they pass.
- Deployment Phase
- Deploys new API endpoint to Google Cloud Run.
- Verifies the new feature on the production front end.
- Operation Phase
- Uses Duet AI in Google Cloud Console to view service logs.
- Collaborates with SRE team to set service-level objectives in Cloud Monitoring Metrics Explorer.
- Checks Security Command Center for vulnerabilities and findings.
- Analysis Phase
- Works with an analyst to assess the sales impact of the new feature.
- Uses Duet AI in Google Sheets and BigQuery to analyze sales data.
- Builds executive presentation slides with Duet AI in Google Slides.
- Conclusion
- Google’s AI Assistance features from Duet AI, Bard, and Search were used throughout the lifecycle.
- AI tools facilitated collaboration, debugging, and task automation.
- Encourages exploring Duet AI for personal use cases and provides learning path links.