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The Operations Hub provides 325+ pre-built operations organized by category. Each operation is a tested, optimized prompt pattern ready to execute.

Open Operations Hub

Browse and execute operations in the CloudThinker console

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The Problem With Starting From Scratch

Effective AI prompts for cloud operations require domain expertise to write. “Analyze my EC2 instances” produces a generic overview. A well-crafted prompt that specifies the right metrics, thresholds, timeframes, and output format produces actionable recommendations with dollar estimates. Most teams spend the first weeks of using any AI tool just figuring out the right way to ask questions. Operations Hub eliminates that learning curve: every operation is already optimized for the task, with the right agent, the right context parameters, and the right output format.

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How Existing Runbook Libraries Compare

ApproachWhat It DoesWhat’s Missing
AWS runbooks (Systems Manager)Procedural scripts for common tasksScript-based, no AI reasoning, requires AWS expertise to write
Ansible playbooksInfrastructure automationRequires YAML/Python, no natural language, no AI analysis
Internal wikis / runbooksTeam documentationManual execution, goes stale, not connected to live infra
Prompt libraries in Notion/docsShared prompts for teamsNot executable, not tested, not maintained
Operations Hub provides tested, optimized, immediately executable AI operations — no prompt engineering required.

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Categories

Cost Optimization

Right-sizing, reserved instances, unused resources, spending analysis

Security

Audits, compliance checks, vulnerability scans, IAM reviews

Performance

Bottleneck detection, query optimization, scaling analysis

Operational

Backup verification, patch compliance, maintenance tasks

Scalability

Auto-scaling, load balancing, capacity planning

Kubernetes

Cluster health, pod optimization, RBAC audits

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Sample Operations

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Cost Optimization

OperationAgentDifficulty
EC2 Instance Right-sizing@alexEasy
Reserved Instance Coverage Analysis@alexMedium
Unused EBS Volume Detection@alexEasy
RDS Cost Optimization@alex @tonyMedium

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Security

OperationAgentDifficulty
Security Group Audit@oliverMedium
IAM Permission Review@oliverAdvanced
S3 Public Access Check@oliverEasy
SOC 2 Compliance Assessment@oliverAdvanced

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Performance

OperationAgentDifficulty
Slow Query Analysis@tonyMedium
Database Performance Dashboard@tonyEasy
Auto Scaling Group Optimization@alexMedium
EKS Resource Utilization@kaiMedium

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Using Operations

1

Browse

Navigate to the Operations Hub and filter by category, agent, or difficulty
2

Select

Click an operation to see its details, required connections, and expected output
3

Customize

Modify parameters like timeframe, scope, or thresholds as needed
4

Execute

Run the operation and review results in real-time

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Custom Operations

Create your own operations using CloudThinker Language: 
# Combine agent + tool + context
@alex #recommend cost optimization for EC2 instances
  in us-east-1
  with <20% CPU utilization
  over past 30 days
  excluding production-critical

# Multi-agent operations
@anna coordinate security review:
  @oliver: audit security groups and IAM
  @alex: check for public resources
  @kai: review Kubernetes RBAC
See CloudThinker Language for complete syntax reference.

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Scheduling Operations

Set up recurring operations for continuous monitoring: 
# Daily cost summary
@alex #schedule daily cost summary at 9am

# Weekly security audit
@oliver #schedule weekly security scan every Friday 5pm

# Monthly executive report
@anna #schedule monthly infrastructure report on 1st at 8am

CloudThinker Language

Complete syntax for creating custom operations

Agents

Understand which agent to use for each operation type