[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Triggering errors in AWS DevOps Agent.

[Assistant]
The EventBridge Scheduler automatically invokes the Lambda function every minute. Since 80% of invocations fail, the error alarm should trigger within a few minutes. You can also manually invoke the function to accelerate testing:

```bash
for i in $(seq 1 20); do
  aws lambda invoke \
    --function-name devops-agent-test-error-function \
    --payload '{"test": true}' \
    --region <REGION> \
    /tmp/lambda-response.json 2>/dev/null
  echo "Invocation $i complete"
done
```


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Validating detection in AWS DevOps Agent in AWS DevOps Agent?

[Assistant]
Once the alarms transition to ALARM state:

1. Open the AWS DevOps Agent Web App from your Agent Space
2. Navigate to the **Investigations** tab
3. You should see new investigations created for the triggered alarms
4. Select an investigation to review the agent's findings


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Validating detection in AWS DevOps Agent in AWS DevOps Agent.

[Assistant]
Once the alarms transition to ALARM state:

1. Open the AWS DevOps Agent Web App from your Agent Space
2. Navigate to the **Investigations** tab
3. You should see new investigations created for the triggered alarms
4. Select an investigation to review the agent's findings


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is What to expect in AWS DevOps Agent?

[Assistant]
For the **EC2 CPU test**, AWS DevOps Agent should:
+ Identify the alarming instance
+ Investigate CPU utilization patterns
+ Check for related metrics (memory, disk, network)
+ Provide a root cause summary indicating sustained high CPU

For the **Lambda error test**, AWS DevOps Agent should:
+ Identify the function with elevated error rates
+ Examine CloudWatch Logs for error messages
+ Identify the "database connection timeout" error pattern
+ Suggest potential remediation steps


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about What to expect in AWS DevOps Agent.

[Assistant]
For the **EC2 CPU test**, AWS DevOps Agent should:
+ Identify the alarming instance
+ Investigate CPU utilization patterns
+ Check for related metrics (memory, disk, network)
+ Provide a root cause summary indicating sustained high CPU

For the **Lambda error test**, AWS DevOps Agent should:
+ Identify the function with elevated error rates
+ Examine CloudWatch Logs for error messages
+ Identify the "database connection timeout" error pattern
+ Suggest potential remediation steps


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Cleanup in AWS DevOps Agent?

[Assistant]
Remove all test resources by deleting the CloudFormation stacks:

```bash


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Cleanup in AWS DevOps Agent.

[Assistant]
Remove all test resources by deleting the CloudFormation stacks:

```bash


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Delete the EC2 test stack in AWS DevOps Agent?

[Assistant]
aws cloudformation delete-stack \
  --stack-name devops-agent-ec2-test \
  --region <REGION>


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Delete the EC2 test stack in AWS DevOps Agent.

[Assistant]
aws cloudformation delete-stack \
  --stack-name devops-agent-ec2-test \
  --region <REGION>


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Delete the Lambda test stack in AWS DevOps Agent?

[Assistant]
aws cloudformation delete-stack \
  --stack-name devops-agent-lambda-test \
  --region <REGION>


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Delete the Lambda test stack in AWS DevOps Agent.

[Assistant]
aws cloudformation delete-stack \
  --stack-name devops-agent-lambda-test \
  --region <REGION>


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Wait for deletion to complete in AWS DevOps Agent?

[Assistant]
aws cloudformation wait stack-delete-complete \
  --stack-name devops-agent-ec2-test \
  --region <REGION>

aws cloudformation wait stack-delete-complete \
  --stack-name devops-agent-lambda-test \
  --region <REGION>
```

Verify all resources have been removed:

```bash
aws cloudformation describe-stacks \
  --stack-name devops-agent-ec2-test \
  --region <REGION> 2>&1 | grep -q "does not exist" && echo "EC2 stack deleted"

aws cloudformation describe-stacks \
  --stack-name devops-agent-lambda-test \
  --region <REGION> 2>&1 | grep -q "does not exist" && echo "Lambda stack deleted"
```


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Wait for deletion to complete in AWS DevOps Agent.

[Assistant]
aws cloudformation wait stack-delete-complete \
  --stack-name devops-agent-ec2-test \
  --region <REGION>

aws cloudformation wait stack-delete-complete \
  --stack-name devops-agent-lambda-test \
  --region <REGION>
```

Verify all resources have been removed:

```bash
aws cloudformation describe-stacks \
  --stack-name devops-agent-ec2-test \
  --region <REGION> 2>&1 | grep -q "does not exist" && echo "EC2 stack deleted"

aws cloudformation describe-stacks \
  --stack-name devops-agent-lambda-test \
  --region <REGION> 2>&1 | grep -q "does not exist" && echo "Lambda stack deleted"
```


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Alarm does not transition to ALARM state in AWS DevOps Agent?

[Assistant]
+ **EC2 test**: Verify the instance is running with `aws ec2 describe-instances --filters "Name=tag:devops-agent-test,Values=true"`. Check that the UserData script executed by reviewing system logs.
+ **Lambda test**: Verify the function exists and the schedule is active. Manually invoke the function to confirm it throws errors.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Alarm does not transition to ALARM state in AWS DevOps Agent.

[Assistant]
+ **EC2 test**: Verify the instance is running with `aws ec2 describe-instances --filters "Name=tag:devops-agent-test,Values=true"`. Check that the UserData script executed by reviewing system logs.
+ **Lambda test**: Verify the function exists and the schedule is active. Manually invoke the function to confirm it throws errors.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is AWS DevOps Agent does not create an investigation in AWS DevOps Agent?

[Assistant]
+ Verify your Agent Space has the AWS account properly associated using `aws devops-agent list-associations --agent-space-id <AGENT_SPACE_ID>`
+ Confirm the IAM role has CloudWatch permissions by checking the attached policies
+ Allow up to 10 minutes for the agent to detect and begin investigating the alarm
+ Check the Agent Space status in the console to confirm it is active


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about AWS DevOps Agent does not create an investigation in AWS DevOps Agent.

[Assistant]
+ Verify your Agent Space has the AWS account properly associated using `aws devops-agent list-associations --agent-space-id <AGENT_SPACE_ID>`
+ Confirm the IAM role has CloudWatch permissions by checking the attached policies
+ Allow up to 10 minutes for the agent to detect and begin investigating the alarm
+ Check the Agent Space status in the console to confirm it is active


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Stack creation fails in AWS DevOps Agent?

[Assistant]
+ **CAPABILITY_NAMED_IAM error**: Add `--capabilities CAPABILITY_NAMED_IAM` to the create-stack command for the Lambda test
+ **AMI not found**: The EC2 template uses SSM Parameter Store to fetch the latest AMI. Ensure the Region supports Amazon Linux 2023.
+ **Role already exists**: If you previously ran the test without cleanup, delete existing roles manually or use a different stack name


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Stack creation fails in AWS DevOps Agent.

[Assistant]
+ **CAPABILITY_NAMED_IAM error**: Add `--capabilities CAPABILITY_NAMED_IAM` to the create-stack command for the Lambda test
+ **AMI not found**: The EC2 template uses SSM Parameter Store to fetch the latest AMI. Ensure the Region supports Amazon Linux 2023.
+ **Role already exists**: If you previously ran the test without cleanup, delete existing roles manually or use a different stack name


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Instance does not generate high CPU in AWS DevOps Agent?

[Assistant]
+ Check the instance state: it should be `running`
+ Verify UserData execution: connect via SSM Session Manager and check `/var/log/cloud-init-output.log`
+ The stress script has a 2-minute delay; wait at least 5 minutes after stack creation


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Instance does not generate high CPU in AWS DevOps Agent.

[Assistant]
+ Check the instance state: it should be `running`
+ Verify UserData execution: connect via SSM Session Manager and check `/var/log/cloud-init-output.log`
+ The stress script has a 2-minute delay; wait at least 5 minutes after stack creation


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Give me a comprehensive overview of creating an agent space in AWS DevOps Agent.

[Assistant]
# Creating an Agent Space

An Agent Space defines the tools and infrastructure that AWS DevOps Agent has access to. This guide walks you through creating an Agent Space, configuring primary account access, and enabling the DevOps Agent Web App.

## Creating an Agent Space

### Access the AWS DevOps Agent console

1. Sign in to the AWS Management Console
2. Navigate to the AWS DevOps Agent console

### Name the Agent Space

1. Choose **Create Agent Space**

In the **Agent Space details** section, provide:

1. In the **Name** field, enter a name for your Agent Space
2. (Optional) In the **Description** field, add details about the Agent Space's purpose
3. (Optional) From the **Agent response language** dropdown, select the language the agent uses when generating responses, findings, and investigation output. Options include: Bahasa Indonesian, Chinese (Simplified/PRC), Chinese (Traditional/Taiwan), English (UK), French (France), German (Germany), Italian (Italy), Japanese (Japan), Korean (Korea), Portuguese (Brazil), Spanish (Latin America), Turkish (Turkey), Arabic (Saudi Arabia), Thai (Thailand), and Vietnamese (Vietnam). If no language is selected, the agent responds in the language of the input.

### Configuring primary account access

In the **Give this Agent Space AWS resource access** section, you will set up an IAM role to grant the Agent Space access to the primary AWS account. The primary account is the AWS account where you create your Agent Space. AWS DevOps Agent requires an IAM role to discover and access AWS resources in this account during investigations.

#### Option 1: Auto-create a new AWS DevOps Agent role (recommended)

This option automatically creates a role with appropriate permissions for AWS DevOps Agent to investigate resources in your account.

1. Select **Auto-create a new AWS DevOps Agent role**
2. (Optional) Update the Agent Space role name to be created

#### Option 2: Assign an existing role

Use this option when another administrator has previously created a role specifically for AWS DevOps Agent.

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions

#### Option 3: Create a new AWS DevOps Agent role using a policy template

Use this option when you need to limit the services and resources the agent can access in the primary account.

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.

### Enabling the Agent Space Web App

The Web App is where personnel interact with AWS DevOps Agent for incident investigations and reviewing recommendations.

#### Option 1: Auto-create a new AWS DevOps Agent role (recommended)

1. Select **Auto-create a new AWS DevOps Agent role**
2. Review the permissions that will be granted to the role

#### Option 2: Assign an existing role

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions

#### Option 3: Create a new AWS DevOps Agent role using a policy template

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.

### Adding tags (optional)

You can add AWS tags to your Agent Space during creation. Tags are key-value pairs that help you organize and identify your resources. You can add up to 50 tags per Agent Space.

### Complete agent space creation

Once all sections are filled out, choose **Create**

## Verifying your Agent Space setup

Once configured, the **Operator access** button will appear on the Agent Space details page. Choosing it will open the Web App in a new tab and authenticate successfully.

## Next steps

After setting up your Agent Space, consider these next steps:
+ Add secondary accounts if your applications span multiple AWS accounts
+ Configure third-party integrations like observability tools or ticketing systems
+ Set up AWS Identity Center authentication for production environments
+ Explore your application resource mapping to help AWS DevOps Agent understand your infrastructure


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is creating an agent space?

[Assistant]
# Creating an Agent Space

An Agent Space defines the tools and infrastructure that AWS DevOps Agent has access to. This guide walks you through creating an Agent Space, configuring primary account access, and enabling the DevOps Agent Web App.

## Creating an Agent Space

### Access the AWS DevOps Agent console

1. Sign in to the AWS Management Console
2. Navigate to the AWS DevOps Agent console

### Name the Agent Space

1. Choose **Create Agent Space**

In the **Agent Space details** section, provide:

1. In the **Name** field, enter a name for your Agent Space
2. (Optional) In the **Description** field, add details about the Agent Space's purpose
3. (Optional) From the **Agent response language** dropdown, select the language the agent uses when generating responses, findings, and investigation output. Options include: Bahasa Indonesian, Chinese (Simplified/PRC), Chinese (Traditional/Taiwan), English (UK), French (France), German (Germany), Italian (Italy), Japanese (Japan), Korean (Korea), Portuguese (Brazil), Spanish (Latin America), Turkish (Turkey), Arabic (Saudi Arabia), Thai (Thailand), and Vietnamese (Vietnam). If no language is selected, the agent responds in the language of the input.

### Configuring primary account access

In the **Give this Agent Space AWS resource access** section, you will set up an IAM role to grant the Agent Space access to the primary AWS account. The primary account is the AWS account where you create your Agent Space. AWS DevOps Agent requires an IAM role to discover and access AWS resources in this account during investigations.

#### Option 1: Auto-create a new AWS DevOps Agent role (recommended)

This option automatically creates a role with appropriate permissions for AWS DevOps Agent to investigate resources in your account.

1. Select **Auto-create a new AWS DevOps Agent role**
2. (Optional) Update the Agent Space role name to be created

#### Option 2: Assign an existing role

Use this option when another administrator has previously created a role specifically for AWS DevOps Agent.

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions

#### Option 3: Create a new AWS DevOps Agent role using a policy template

Use this option when you need to limit the services and resources the agent can access in the primary account.

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.

### Enabling the Agent Space Web App

The Web App is where personnel interact with AWS DevOps Agent for incident investigations and reviewing recommendations.

#### Option 1: Auto-create a new AWS DevOps Agent role (recommended)

1. Select **Auto-create a new AWS DevOps Agent role**
2. Review the permissions that will be granted to the role

#### Option 2: Assign an existing role

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions

#### Option 3: Create a new AWS DevOps Agent role using a policy template

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.

### Adding tags (optional)

You can add AWS tags to your Agent Space during creation. Tags are key-value pairs that help you organize and identify your resources. You can add up to 50 tags per Agent Space.

### Complete agent space creation

Once all sections are filled out, choose **Create**

## Verifying your Agent Space setup

Once configured, the **Operator access** button will appear on the Agent Space details page. Choosing it will open the Web App in a new tab and authenticate successfully.

## Next steps

After setting up your Agent Space, consider these next steps:
+ Add secondary accounts if your applications span multiple AWS accounts
+ Configure third-party integrations like observability tools or ticketing systems
+ Set up AWS Identity Center authentication for production environments
+ Explore your application resource mapping to help AWS DevOps Agent understand your infrastructure


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] How do I set up creating an agent space in AWS DevOps Agent?

[Assistant] An Agent Space defines the tools and infrastructure that AWS DevOps Agent has access to. This guide walks you through creating an Agent Space, configuring primary account access, and enabling the DevOps Agent Web App.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Walk me through creating an agent space for AWS DevOps Agent.

[Assistant] An Agent Space defines the tools and infrastructure that AWS DevOps Agent has access to. This guide walks you through creating an Agent Space, configuring primary account access, and enabling the DevOps Agent Web App.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Access the AWS DevOps Agent console in AWS DevOps Agent?

[Assistant]
1. Sign in to the AWS Management Console
2. Navigate to the AWS DevOps Agent console


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Access the AWS DevOps Agent console in AWS DevOps Agent.

[Assistant]
1. Sign in to the AWS Management Console
2. Navigate to the AWS DevOps Agent console


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Name the Agent Space in AWS DevOps Agent?

[Assistant]
1. Choose **Create Agent Space**

In the **Agent Space details** section, provide:

1. In the **Name** field, enter a name for your Agent Space
2. (Optional) In the **Description** field, add details about the Agent Space's purpose
3. (Optional) From the **Agent response language** dropdown, select the language the agent uses when generating responses, findings, and investigation output. Options include: Bahasa Indonesian, Chinese (Simplified/PRC), Chinese (Traditional/Taiwan), English (UK), French (France), German (Germany), Italian (Italy), Japanese (Japan), Korean (Korea), Portuguese (Brazil), Spanish (Latin America), Turkish (Turkey), Arabic (Saudi Arabia), Thai (Thailand), and Vietnamese (Vietnam). If no language is selected, the agent responds in the language of the input.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Name the Agent Space in AWS DevOps Agent.

[Assistant]
1. Choose **Create Agent Space**

In the **Agent Space details** section, provide:

1. In the **Name** field, enter a name for your Agent Space
2. (Optional) In the **Description** field, add details about the Agent Space's purpose
3. (Optional) From the **Agent response language** dropdown, select the language the agent uses when generating responses, findings, and investigation output. Options include: Bahasa Indonesian, Chinese (Simplified/PRC), Chinese (Traditional/Taiwan), English (UK), French (France), German (Germany), Italian (Italy), Japanese (Japan), Korean (Korea), Portuguese (Brazil), Spanish (Latin America), Turkish (Turkey), Arabic (Saudi Arabia), Thai (Thailand), and Vietnamese (Vietnam). If no language is selected, the agent responds in the language of the input.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Configuring primary account access in AWS DevOps Agent?

[Assistant] In the **Give this Agent Space AWS resource access** section, you will set up an IAM role to grant the Agent Space access to the primary AWS account. The primary account is the AWS account where you create your Agent Space. AWS DevOps Agent requires an IAM role to discover and access AWS resources in this account during investigations.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Configuring primary account access in AWS DevOps Agent.

[Assistant] In the **Give this Agent Space AWS resource access** section, you will set up an IAM role to grant the Agent Space access to the primary AWS account. The primary account is the AWS account where you create your Agent Space. AWS DevOps Agent requires an IAM role to discover and access AWS resources in this account during investigations.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 1: Auto-create a new AWS DevOps Agent role (recommended) in AWS DevOps Agent?

[Assistant]
This option automatically creates a role with appropriate permissions for AWS DevOps Agent to investigate resources in your account.

1. Select **Auto-create a new AWS DevOps Agent role**
2. (Optional) Update the Agent Space role name to be created


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 1: Auto-create a new AWS DevOps Agent role (recommended) in AWS DevOps Agent.

[Assistant]
This option automatically creates a role with appropriate permissions for AWS DevOps Agent to investigate resources in your account.

1. Select **Auto-create a new AWS DevOps Agent role**
2. (Optional) Update the Agent Space role name to be created


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 2: Assign an existing role in AWS DevOps Agent?

[Assistant]
Use this option when another administrator has previously created a role specifically for AWS DevOps Agent.

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 2: Assign an existing role in AWS DevOps Agent.

[Assistant]
Use this option when another administrator has previously created a role specifically for AWS DevOps Agent.

1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 3: Create a new AWS DevOps Agent role using a policy template in AWS DevOps Agent?

[Assistant]
Use this option when you need to limit the services and resources the agent can access in the primary account.

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 3: Create a new AWS DevOps Agent role using a policy template in AWS DevOps Agent.

[Assistant]
Use this option when you need to limit the services and resources the agent can access in the primary account.

1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Enabling the Agent Space Web App in AWS DevOps Agent?

[Assistant] The Web App is where personnel interact with AWS DevOps Agent for incident investigations and reviewing recommendations.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Enabling the Agent Space Web App in AWS DevOps Agent.

[Assistant] The Web App is where personnel interact with AWS DevOps Agent for incident investigations and reviewing recommendations.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 1: Auto-create a new AWS DevOps Agent role (recommended) in AWS DevOps Agent?

[Assistant]
1. Select **Auto-create a new AWS DevOps Agent role**
2. Review the permissions that will be granted to the role


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 1: Auto-create a new AWS DevOps Agent role (recommended) in AWS DevOps Agent.

[Assistant]
1. Select **Auto-create a new AWS DevOps Agent role**
2. Review the permissions that will be granted to the role


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 2: Assign an existing role in AWS DevOps Agent?

[Assistant]
1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 2: Assign an existing role in AWS DevOps Agent.

[Assistant]
1. Select **Assign an existing role**
2. From the dropdown menu, select an existing role that has appropriate permissions


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Option 3: Create a new AWS DevOps Agent role using a policy template in AWS DevOps Agent?

[Assistant]
1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Option 3: Create a new AWS DevOps Agent role using a policy template in AWS DevOps Agent.

[Assistant]
1. Select **Create a new AWS DevOps Agent role using a policy template**
2. Follow the instructions to create the new role's trust policy and inline policy.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Adding tags (optional) in AWS DevOps Agent?

[Assistant] You can add AWS tags to your Agent Space during creation. Tags are key-value pairs that help you organize and identify your resources. You can add up to 50 tags per Agent Space.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Adding tags (optional) in AWS DevOps Agent.

[Assistant] You can add AWS tags to your Agent Space during creation. Tags are key-value pairs that help you organize and identify your resources. You can add up to 50 tags per Agent Space.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Complete agent space creation in AWS DevOps Agent?

[Assistant] Once all sections are filled out, choose **Create**


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Complete agent space creation in AWS DevOps Agent.

[Assistant] Once all sections are filled out, choose **Create**


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] How do I set up creating an agent space in AWS DevOps Agent?

[Assistant] Once configured, the **Operator access** button will appear on the Agent Space details page. Choosing it will open the Web App in a new tab and authenticate successfully.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Walk me through verifying your agent space setup for AWS DevOps Agent.

[Assistant] Once configured, the **Operator access** button will appear on the Agent Space details page. Choosing it will open the Web App in a new tab and authenticate successfully.


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] What is Next steps in AWS DevOps Agent?

[Assistant]
After setting up your Agent Space, consider these next steps:
+ Add secondary accounts if your applications span multiple AWS accounts
+ Configure third-party integrations like observability tools or ticketing systems
+ Set up AWS Identity Center authentication for production environments
+ Explore your application resource mapping to help AWS DevOps Agent understand your infrastructure


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Tell me about Next steps in AWS DevOps Agent.

[Assistant]
After setting up your Agent Space, consider these next steps:
+ Add secondary accounts if your applications span multiple AWS accounts
+ Configure third-party integrations like observability tools or ticketing systems
+ Set up AWS Identity Center authentication for production environments
+ Explore your application resource mapping to help AWS DevOps Agent understand your infrastructure


[System]
/no_think
You are Tech Advisor, an expert on AWS cloud services with deep knowledge of AWS DevOps Agent.

You have comprehensive knowledge of AWS DevOps Agent including:
- What it is and how it works (Agent Spaces, topology, dual-console architecture)
- Key features: autonomous incident response, proactive prevention, on-demand SRE tasks
- Integrations: CloudWatch, Datadog, Dynatrace, New Relic, Splunk, Grafana, PagerDuty, GitHub, GitLab, Azure DevOps, ServiceNow, Slack
- GA features: Azure/on-prem support, Triage Agent, Learned/Custom Skills, Code Indexing, Private Connections
- Pricing: $0.0083 per agent-second, free trial details, AWS Support credits
- Getting started: Agent Spaces, connecting tools, running investigations
- Security: encryption, customer managed keys, IdP integration, CloudTrail auditing
- Available regions: US East, US West, Frankfurt, Ireland, Sydney, Tokyo

Be concise and structured. Use bullet points where appropriate. Provide accurate, detailed answers.

[User] Give me a comprehensive overview of getting started with aws devops agent using aws cdk in AWS DevOps Agent.

[Assistant]
# Getting started with AWS DevOps Agent using AWS CDK

## Overview

This guide walks you through deploying AWS DevOps Agent using the AWS Cloud Development Kit (AWS CDK). The CDK approach provides infrastructure as code benefits including type safety, IDE auto-completion, and the ability to compose higher-level abstractions. By the end of this guide, you will have a fully functional Agent Space with an associated AWS account and operator web app.

## Prerequisites

Before you begin, ensure you have the following:
+ AWS CDK v2 installed (`npm install -g aws-cdk`)
+ Node.js 18.x or later
+ AWS CLI version 2 installed and configured
+ An AWS account with permissions to create IAM roles, CloudFormation stacks, and AWS DevOps Agent resources
+ TypeScript 5.x or later (recommended)
+ A bootstrapped CDK environment (`cdk bootstrap aws://<ACCOUNT_ID>/<REGION>`)

## Resources created

This CDK stack creates the following resources:
+ An AWS DevOps Agent Space
+ An IAM role for the Agent Space with the `AIDevOpsAgentAccessPolicy` managed policy
+ An IAM role for the operator web app with the `AIDevOpsOperatorAppAccessPolicy` managed policy
+ An AWS account association connecting your account to the Agent Space
+ Operator web app configuration with IAM authentication

## Setup

### Clone the repository

```bash
git clone https://github.com/aws-samples/aws-devops-agent-cdk-starter.git
cd aws-devops-agent-cdk-starter
```

### Install dependencies

```bash
npm install
```

### Configure the deployment

Edit `cdk.json` or set context values via the command line:

```json
{
  "context": {
    "agentSpaceName": "MyAgentSpace",
    "agentSpaceDescription": "Agent Space for monitoring my applications",
    "region": "us-east-1"
  }
}
```

## Part 1: Deploy the Agent Space

### Review the CDK stack

The primary stack (`lib/devops-agent-stack.ts`) defines all required resources:

```typescript
import * as cdk from 'aws-cdk-lib';
import * as iam from 'aws-cdk-lib/aws-iam';
import { Construct } from 'constructs';

export class DevOpsAgentStack extends cdk.Stack {
  constructor(scope: Construct, id: string, props?: cdk.StackProps) {
    super(scope, id, props);

    const accountId = cdk.Stack.of(this).account;
    const region = cdk.Stack.of(this).region;

    // Agent Space IAM Role
    const agentSpaceRole = new iam.Role(this, 'AgentSpaceRole', {
      roleName: 'DevOpsAgentRole-AgentSpace',
      assumedBy: new iam.ServicePrincipal('aidevops.amazonaws.com', {
        conditions: {
          StringEquals: {
            'aws:SourceAccount': accountId,
          },
          ArnLike: {
            'aws:SourceArn': `arn:aws:aidevops:${region}:${accountId}:agentspace/*`,
          },
        },
      }),
    });

    agentSpaceRole.addManagedPolicy(
      iam.ManagedPolicy.fromAwsManagedPolicyName('AIDevOpsAgentAccessPolicy')
    );

    // Operator Web App IAM Role
    const operatorRole = new iam.Role(this, 'OperatorAppRole', {
      roleName: 'DevOpsAgentRole-WebappAdmin',
      assumedBy: new iam.ServicePrincipal('aidevops.amazonaws.com', {
        conditions: {
          StringEquals: {
            'aws:SourceAccount': accountId,
          },
          ArnLike: {
            'aws:SourceArn': `arn:aws:aidevops:${region}:${accountId}:agentspace/*`,
          },
        },
      }),
    });

    operatorRole.addManagedPolicy(
      iam.ManagedPolicy.fromAwsManagedPolicyName('AIDevOpsOperatorAppAccessPolicy')
    );

    // Agent Space (Custom Resource)
    const agentSpace = new cdk.CustomResource(this, 'AgentSpace', {
      serviceToken: agentSpaceProviderArn,
      properties: {
        Name: this.node.tryGetContext('agentSpaceName') || 'MyAgentSpace',
        Description: this.node.tryGetContext('agentSpaceDescription') || '',
      },
    });

    // Outputs
    new cdk.CfnOutput(this, 'AgentSpaceId', {
      value: agentSpace.getAttString('AgentSpaceId'),
      description: 'The ID of the created Agent Space',
    });

    new cdk.CfnOutput(this, 'AgentSpaceRoleArn', {
      value: agentSpaceRole.roleArn,
      description: 'ARN of the Agent Space IAM role',
    });

    new cdk.CfnOutput(this, 'OperatorRoleArn', {
      value: operatorRole.roleArn,
      description: 'ARN of the Operator Web App IAM role',
    });
  }
}
```

### Synthesize and deploy

```bash
# Preview the CloudFormation template
cdk synth

# Deploy the stack
cdk deploy --require-approval broadening
```

### Associate your AWS account

After the stack deploys, associate your AWS account with the Agent Space:

```bash
AGENT_SPACE_ID=$(aws cloudformation describe-stacks \
  --stack-name DevOpsAgentStack \
  --query 'Stacks[0].Outputs[?OutputKey==`AgentSpaceId`].OutputValue' \
  --output text \
  --region <REGION>)

aws devops-agent associate-service \
  --agent-space-id $AGENT_SPACE_ID \
  --service-id aws \
  --configuration '{
    "aws": {
      "assumableRoleArn": "arn:aws:iam::'$(aws sts get-caller-identity --query Account --output text)':role/DevOpsAgentRole-AgentSpace",
      "accountId": "'$(aws sts get-caller-identity --query Account --output text)'",
      "accountType": "monitor"
    }
  }' \
  --region <REGION>
```

### Enable the operator app

```bash
aws devops-agent enable-operator-app \
  --agent-space-id $AGENT_SPACE_ID \
  --auth-flow iam \
  --operator-app-role-arn "arn:aws:iam::$(aws sts get-caller-identity --query Account --output text):role/DevOpsAgentRole-WebappAdmin" \
  --region <REGION>
```

## Part 2: Optional cross-account monitoring

To monitor resources in additional AWS accounts, deploy a cross-account role stack.

### Cross-account role stack

Create `lib/cross-account-stack.ts`:

```typescript
import * as cdk from 'aws-cdk-lib';
import * as iam from 'aws-cdk-lib/aws-iam';
import { Construct } from 'constructs';

interface CrossAccountProps extends cdk.StackProps {
  monitoringAccountId: string;
  agentSpaceRegion: string;
}

export class DevOpsAgentCrossAccountStack extends cdk.Stack {
  constructor(scope: Construct, id: string, props: CrossAccountProps) {
    super(scope, id, props);

    const crossAccountRole = new iam.Role(this, 'CrossAccountRole', {
      roleName: 'DevOpsAgentCrossAccountRole',
      assumedBy: new iam.ArnPrincipal(
        `arn:aws:iam::${props.monitoringAccountId}:role/DevOpsAgentRole-AgentSpace`
      ),
    });

    crossAccountRole.addManagedPolicy(
      iam.ManagedPolicy.fromAwsManagedPolicyName('AIDevOpsAgentAccessPolicy')
    );

    new cdk.CfnOutput(this, 'CrossAccountRoleArn', {
      value: crossAccountRole.roleArn,
      description: 'ARN of the cross-account role for DevOps Agent',
    });
  }
}
```

### Deploy to the secondary account

```bash
cdk deploy DevOpsAgentCrossAccountStack \
  --context monitoringAccountId=<MONITORING_ACCOUNT_ID> \
  --context agentSpaceRegion=<REGION> \
  --profile <SECONDARY_ACCOUNT_PROFILE>
```

### Associate the secondary account

```bash
aws devops-agent associate-service \
  --agent-space-id <AGENT_SPACE_ID> \
  --service-id aws \
  --configuration '{
    "sourceAws": {
      "accountId": "<EXTERNAL_ACCOUNT_ID>",
      "accountType": "source",
      "assumableRoleArn": "arn:aws:iam::<EXTERNAL_ACCOUNT_ID>:role/DevOpsAgentCrossAccountRole"
    }
  }' \
  --region <REGION>
```

## Troubleshooting

### CDK bootstrap errors

If you encounter "This stack uses assets" errors, ensure your environment is bootstrapped:

```bash
cdk bootstrap aws://<ACCOUNT_ID>/<REGION>
```

### IAM role creation fails

+ Verify your AWS credentials have `iam:CreateRole` and `iam:AttachRolePolicy` permissions
+ Check if a role with the same name already exists: `aws iam get-role --role-name DevOpsAgentRole-AgentSpace`
+ If the role exists from a previous deployment, either delete it or modify the CDK stack to use a different name

### Stack deployment times out

+ CDK deployments typically complete within 5 minutes
+ Check CloudFormation events for specific resource failures: `aws cloudformation describe-stack-events --stack-name DevOpsAgentStack`
+ Ensure you have sufficient IAM permissions for all resources in the stack

### Agent Space creation fails

+ Verify the AWS DevOps Agent service is available in your chosen Region
+ Check that you have not exceeded the maximum number of Agent Spaces for your account
+ Review CloudTrail logs for detailed error messages

## Cleanup

Remove all resources created by this guide:

```bash
# Delete the primary stack
cdk destroy DevOpsAgentStack

# If cross-account stack was deployed
cdk destroy DevOpsAgentCrossAccountStack --profile <SECONDARY_ACCOUNT_PROFILE>
```

Before deleting stacks, you may want to delete the Agent Space association and disable the operator app:

```bash
aws devops-agent delete-agent-space \
  --agent-space-id <AGENT_SPACE_ID> \
  --region <REGION>
```

## Security considerations

+ The Agent Space IAM role grants read-only access to AWS resources for investigation purposes. Review the `AIDevOpsAgentAccessPolicy` to understand which services can be accessed.
+ The operator web app role provides access to the DevOps Agent console. Limit who can assume this role.
+ For production deployments, consider restricting the trust policy conditions to specific Agent Space ARNs rather than using wildcards.
+ Use AWS Organizations Service Control Policies (SCPs) to limit which accounts can create Agent Spaces.
+ Enable AWS CloudTrail logging to audit all DevOps Agent API calls.

## Next steps

+ Add secondary accounts if your applications span multiple AWS accounts
+ Configure third-party integrations like observability tools or ticketing systems
+ Set up AWS Identity Center authentication for production environments
+ Create a test environment to validate the agent's detection capabilities
+ Review DevOps Agent Skills to understand available investigation capabilities