Operations Phase

The Operations phase transforms your working application into a production-ready system with deployment automation and intelligent monitoring. The team will achieve a fully deployed application with AI-powered observability and operational excellence.

This phase focuses on deployment and monitoring activities:

AI packages the Unit into appropriate Deployment Units based on the application architecture and target environment.
The team approves the deployment configuration and initiates rollout to target environments.
AI analyzes application metrics, logs, and traces to identify anomalies and predict potential performance issues. Example: AI detects performance degradation during peak usage and proposes optimization strategies.
AI integrates with operational procedures to suggest actions for system issues. When problems arise, AI recommends appropriate solutions based on the application's architecture and requirements.
The team validates AI’s recommendations, approves mitigations, and monitors resolution outcomes.

Once the Operations phase is complete, the team has successfully delivered a production-ready application using the complete AI-DLC methodology.

Congratulations! You've completed the full AI-DLC workflow from Inception through Operations.

Event information

During the event

Follow the steps in the workshop guide using your own or a Workshop Studio provided AWS account.

Workshop Studio provided AWS accounts

You may be provided with a pre-provisioned AWS account for use during the event. The IAM role that we have provided has limited permissions, which will restrict you to the services and API calls required for the event. These accounts are temporary and access will be revoked after the session, at which time all resources will be deleted.

Ways to access your Workshop Studio provided account

There are a couple ways to access the provided AWS account.

Federated login link: A one-click login to the AWS console. Use the Open AWS console link under the main side navigation AWS account access section.
AWS CLI credentials: Shell environment variables needed to make API calls using the AWS CLI. Use the Get AWS CLI credentials link under the main side navigation AWS account access section.
EC2 SSH key: SSH key pair required to access an Amazon EC2 instance provisioned for the event. Use the Get EC2 SSH key link under the main side navigation AWS account access section.

Settings

Settings

Settings

Operations Phase

Congratulations! You've completed the full AI-DLC workflow from Inception through Operations.