Examples

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Example 1: CVE Remediation Workflow

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Step 1: Enable Connectors

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Step 2: Request CVE Scan and Remediation

Scan the repository kubiyabot/example-app for CVEs and create
a pull request with fixes for any critical vulnerabilities found.

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Step 3: Review Results

1. Clone the repository in a sandbox environment
2. Run vulnerability scanning tools (like Trivy)
3. Analyze the results and identify fixable issues
4. Generate updated dependency files
5. Create a pull request with the remediation

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What You Get

• Scan Results - List of vulnerabilities with severity levels
• Remediation Plan - What will be changed and why
• Pull Request - Ready for review with detailed description
• Slack Notification - Optional alert to your team

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Example 2: Infrastructure Discovery

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Find Dependencies

What services depend on the user-auth database?

• List of dependent services
• Relationship types (CONNECTS_TO, DEPENDS_ON)
• Impact assessment for changes

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Permission Analysis

What IAM roles have administrator access across our AWS accounts?

• Role names and ARNs
• Attached policies
• Account breakdown
• Security recommendations

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Resource Discovery

List all EC2 instances in production with their IAM roles

• Instance IDs and names
• Associated IAM roles
• Region and account information
• Running status

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Example 3: Agent Execution

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List and Execute Agents

List all available agents in the platform, then execute the DevOps
agent to check the status of our Kubernetes infrastructure

1. List all configured agents with their capabilities
2. Identify available worker queues with active workers
3. Create a durable task and route it to the appropriate queue
4. Stream real-time execution output as the agent works

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Live Task Execution

• Task Started indicator with execution ID
• Runtime (Claude Code) and Agent (DevOps Engineer) details
• Worker Queue where the task is executing
• Live message stream showing agent reasoning and tool calls
• Tool execution status (Running, Success, Failed)

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Create a New Agent

Create a new agent called "Database Admin" with PostgreSQL and
MySQL skills, assign it to the Platform team

1. Create the agent with specified configuration
2. Attach the requested skills
3. Assign to the team
4. Return the agent details

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Example 4: Team Coordination

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Create a Team

Create a Platform Engineering team with the DevOps agent and
SRE agent, give them access to production environment

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Check Team Status

Show me all teams and which agents are assigned to each

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Execute Team Workflow

Have the Security team run a full compliance audit on our
AWS infrastructure

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Example 5: Memory and Learning

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Query Past Incidents

What did we learn from the last production outage?

• Incident summary from cognitive memory
• Root cause analysis
• Remediation steps taken
• Lessons learned

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Store New Knowledge

Store this runbook for future reference: When the API gateway
returns 503 errors, first check the upstream services...

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Find Runbooks

Find the runbook for database failover procedures

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Example 6: Background Jobs

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Schedule a Job

Schedule a daily backup verification job that runs at 2am UTC

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Check Job Status

Show me all background jobs and their last execution status

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Pause/Resume Jobs

Pause the nightly report job until next Monday

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Example 7: Cross-Platform Operations

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Create Project with Full Setup

Create a new project for Q1 cost optimization:
- Assign the FinOps team
- Schedule weekly cloud spend analysis
- Create a Slack channel for updates
- Set up a Jira board for tracking

1. Project creation
2. Team assignment
3. Background job scheduling
4. Slack channel creation (with Slack connector)
5. Jira board setup (with Jira connector)

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Best Practices

1. Be Specific - Include context about what you’re looking for
2. Leverage Natural Language - Write as you would explain to a colleague
3. Follow Up - Ask clarifying questions based on responses
4. Use Suggestions - Act on AI-powered insights for proactive management
5. Review Tool Calls - Check which platform resources were accessed
6. Enable Appropriate Connectors - Make sure needed integrations are enabled

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What’s Next

• Chat Interface - Master the UI controls
• Capabilities - Full capability reference
• Built-in Tools - All available tools