> ## Documentation Index
> Fetch the complete documentation index at: https://docs.wistx.ai/llms.txt
> Use this file to discover all available pages before exploring further.
# Examples
> Practical DevOps scenarios demonstrating WISTX capabilities in action
Explore practical examples showcasing how WISTX enhances your DevOps workflow with compliance checks, cost calculations, and infrastructure automation.
## 1. Compliance Requirements & Infrastructure Deployment
Here's WISTX helping you check compliance requirements before deploying a production database, ensuring your infrastructure meets regulatory standards from day one.
**Workflow Highlights:**
* Get compliance requirements for any AWS, GCP, or Azure resource
* Filter by severity (CRITICAL, HIGH, MEDIUM, LOW)
* Receive remediation guidance with code examples
* Verify compliance with built-in verification procedures
**MCP Tool Usage:**
```
Ask your AI assistant: "What PCI-DSS requirements do I need for an RDS database?"
```
The `wistx_get_compliance_requirements` tool automatically retrieves relevant compliance controls, remediation steps, and verification procedures for your specific infrastructure resources.
**Use Case:** Before deploying a production RDS database, check all PCI-DSS requirements to ensure compliance from the start.
***
## 2. Multi-Standard Compliance Check
This example demonstrates how you can check multiple compliance standards at once for complex infrastructure deployments.
**Workflow Highlights:**
* Check multiple standards simultaneously (PCI-DSS, HIPAA, SOC2, NIST, ISO 27001)
* Get unified compliance view across all standards
* Identify overlapping requirements
* Generate comprehensive compliance reports
**MCP Tool Usage:**
```
Ask your AI assistant: "What compliance requirements do I need for an EKS cluster that meets PCI-DSS, HIPAA, and SOC2?"
```
**Use Case:** When deploying a Kubernetes cluster that needs to meet multiple compliance standards, WISTX provides a unified view of all requirements across standards.
***
## 3. Infrastructure Cost Calculation
Here's WISTX calculating infrastructure costs with real-time pricing data, helping you make informed decisions about resource provisioning.
**Workflow Highlights:**
* Real-time pricing for 105K+ infrastructure resources
* Monthly and annual cost calculations
* Cost breakdown by resource
* Optimization suggestions and budget alerts
* Support for AWS, GCP, and Azure
**MCP Tool Usage:**
```
Ask your AI assistant: "Calculate the monthly cost for an EKS cluster with 3 m5.large nodes"
```
The `wistx_calculate_infrastructure_cost` tool provides instant cost calculations with detailed breakdowns and optimization recommendations.
**Use Case:** Before provisioning infrastructure, calculate costs to ensure you stay within budget and identify cost optimization opportunities.
***
## 4. Knowledge Research & Best Practices
This example demonstrates how WISTX helps you research DevOps knowledge, best practices, and architecture patterns using intelligent semantic search.
**Workflow Highlights:**
* Semantic search across DevOps knowledge base
* Filter by domains (compliance, security, finops, architecture, sre)
* Find best practices, guides, and patterns
* Cross-domain research capabilities
* Structured or markdown output formats
**MCP Tool Usage:**
```
Ask your AI assistant: "What are the best practices for optimizing AWS costs?"
```
The `wistx_research_knowledge_base` tool searches across WISTX's curated knowledge base to find relevant articles, guides, and best practices.
**Use Case:** When planning infrastructure changes, research best practices and architecture patterns to ensure you're following industry standards.
***
## 5. Repository Indexing & Codebase Search
Here's WISTX indexing your infrastructure repository and making it searchable, enabling your AI assistant to understand your codebase context.
**Workflow Highlights:**
* Index GitHub repositories (public or private)
* Semantic code search with AI analysis
* Regex pattern matching
* Filter by code type, cloud provider, and more
* Search across multiple indexed repositories
**MCP Tool Usage:**
```
Ask your AI assistant: "Index my GitHub repository https://github.com/owner/repo"
```
After indexing, search your codebase:
```
Ask your AI assistant: "Search my codebase for Terraform RDS configurations"
```
**Use Case:** Make your infrastructure codebase searchable so your AI assistant can reference your actual code patterns and configurations when providing recommendations.
***
## 6. Documentation Indexing & Context
This example demonstrates how you can index external documentation and make it available to your AI assistant for contextual development.
**Workflow Highlights:**
* Index documentation websites
* Index PDF, DOCX, and Markdown documents
* Search indexed documentation
* Use documentation context in development workflows
* Support for both public and private documentation
**MCP Tool Usage:**
```
Ask your AI assistant: "Index the documentation at https://docs.example.com"
```
**Use Case:** When integrating with external services, index their documentation so your AI assistant can reference API patterns and implementation details.
***
## 7. Complete End-to-End Workflow
This example demonstrates a complete end-to-end workflow combining compliance, cost analysis, knowledge research, and repository indexing.
**Workflow Steps:**
1. **Check Compliance Requirements**
* Get PCI-DSS requirements for RDS database
* Review remediation guidance
* Understand verification procedures
2. **Calculate Infrastructure Costs**
* Calculate monthly and annual costs
* Review cost breakdown
* Get optimization suggestions
3. **Research Best Practices**
* Find security best practices
* Research architecture patterns
* Get implementation guidance
4. **Index Your Repository**
* Index infrastructure repository
* Make codebase searchable
* Enable future codebase searches
**MCP Tool Usage:**
```
Ask your AI assistant: "I need to deploy a PCI-DSS compliant RDS database.
Check compliance requirements, calculate costs, find best practices,
and index my infrastructure repository."
```
**Use Case:** When deploying new infrastructure, use WISTX to ensure compliance, understand costs, research best practices, and make your codebase searchable - all in one workflow.
***
## Getting Started
Ready to try these workflows yourself? Start by setting up WISTX MCP:
Configure WISTX MCP to enable all these powerful DevOps capabilities.
[Installation Guide →](/integrations/wistx-mcp)
Discover all available WISTX tools and features.
[Tools & Features →](/integrations/tools-features)
## Next Steps
* Explore [API Reference](/api-reference/introduction) for programmatic access
* Check [MCP Integration](/integrations/wistx-mcp) for MCP tool usage
* Review [Troubleshooting](/guides/troubleshooting) for common issues
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