> ## Documentation Index
> Fetch the complete documentation index at: https://www.siya.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Advanced Topics

> Master advanced Siya techniques and capabilities

<Card title="Unlock Siya's Full Potential" icon="rocket" color="#9C27B0">
  Dive deep into advanced features, optimization techniques, and power-user capabilities that transform Siya from a helpful assistant into an indispensable development partner. Master these concepts to achieve unprecedented productivity.
</Card>

## Performance Optimization

<Card title="Make Siya Lightning Fast" icon="gauge" color="#4CAF50">
  Advanced techniques to optimize Siya's performance for your specific workflow
</Card>

<Tabs>
  <Tab title="Memory Optimization">
    <Frame caption="Advanced memory management strategies for optimal performance">
      ```mermaid theme={null}
      graph TB
          subgraph "Memory Optimization Layers"
              subgraph "Context Management"
                  Relevance[Relevance Scoring]
                  Pruning[Smart Pruning]
                  Compression[Lossy Compression]
              end
              
              subgraph "Caching Strategy"
                  L1[L1: Hot Cache<br/>Immediate Access]
                  L2[L2: Warm Cache<br/>Recent Context]
                  L3[L3: Cold Storage<br/>Historical Data]
              end
              
              subgraph "Load Balancing"
                  Dynamic[Dynamic Allocation]
                  Predictive[Predictive Loading]
                  Adaptive[Adaptive Thresholds]
              end
          end
          
          Input[User Input] --> Relevance
          Relevance --> L1
          Pruning --> L2
          Compression --> L3
          
          L1 & L2 & L3 --> Dynamic
          Dynamic --> Predictive
          Predictive --> Adaptive
          
          style L1 fill:#4CAF50,stroke:#333
          style Dynamic fill:#0000FF,stroke:#fff,color:#fff
      ```
    </Frame>

    <AccordionGroup>
      <Accordion title="Context Optimization" icon="compress" defaultOpen>
        <Steps>
          <Step title="Relevance Scoring">
            ```javascript theme={null}
            // Custom relevance algorithm
            {
              "memory": {
                "relevanceScoring": {
                  "algorithm": "weighted",
                  "weights": {
                    "recency": 0.3,
                    "frequency": 0.2,
                    "importance": 0.4,
                    "relatedness": 0.1
                  },
                  "decay": {
                    "halfLife": 3600000,  // 1 hour
                    "minimum": 0.1
                  }
                }
              }
            }
            ```
          </Step>

          <Step title="Smart Pruning">
            Configure intelligent content removal

            ```json theme={null}
            {
              "pruning": {
                "strategies": ["semantic", "temporal", "size"],
                "thresholds": {
                  "semantic": 0.7,
                  "age": 7200000,
                  "size": 1000
                }
              }
            }
            ```
          </Step>

          <Step title="Compression Levels">
            Balance quality vs size

            ```json theme={null}
            {
              "compression": {
                "levels": {
                  "critical": "none",
                  "important": "lossless",
                  "standard": "balanced",
                  "verbose": "aggressive"
                }
              }
            }
            ```
          </Step>
        </Steps>
      </Accordion>

      <Accordion title="Caching Strategies" icon="database">
        <Columns cols={3}>
          <Card title="Hot Cache" icon="fire" color="#F44336">
            **Immediate Access**

            * Current task
            * Active files
            * Recent errors
            * User preferences

            Size: \~10% of memory
          </Card>

          <Card title="Warm Cache" icon="sun" color="#FF9800">
            **Quick Retrieval**

            * Recent sessions
            * Common patterns
            * Frequent tools
            * Project context

            Size: \~30% of memory
          </Card>

          <Card title="Cold Storage" icon="snowflake" color="#0000FF">
            **Archive Access**

            * Historical data
            * Completed tasks
            * Old sessions
            * Backup states

            Size: Unlimited
          </Card>
        </Columns>

        <Info>
          Siya automatically promotes/demotes content between cache levels
        </Info>
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Execution Optimization">
    <Card title="Parallel Processing" icon="layer-group" color="#0000FF">
      Maximize throughput with intelligent parallelization
    </Card>

    <Frame caption="Siya's parallel execution engine">
      ```mermaid theme={null}
      graph LR
          subgraph "Task Queue"
              T1[Task 1]
              T2[Task 2]
              T3[Task 3]
              T4[Task 4]
          end
          
          subgraph "Execution Engine"
              Scheduler[Task Scheduler]
              
              subgraph "Worker Pool"
                  W1[Worker 1]
                  W2[Worker 2]
                  W3[Worker 3]
              end
              
              Monitor[Resource Monitor]
          end
          
          subgraph "Optimization"
              Deps[Dependency Graph]
              Priority[Priority Queue]
              Balance[Load Balancer]
          end
          
          T1 & T2 & T3 & T4 --> Scheduler
          Scheduler --> Deps
          Deps --> Priority
          Priority --> Balance
          
          Balance --> W1 & W2 & W3
          W1 & W2 & W3 --> Monitor
          
          style Scheduler fill:#9C27B0,stroke:#fff,color:#fff
          style Balance fill:#4CAF50,stroke:#333
      ```
    </Frame>

    <AccordionGroup>
      <Accordion title="Parallelization Config" icon="sliders" defaultOpen>
        ```json theme={null}
        {
          "execution": {
            "parallel": {
              "maxWorkers": 8,
              "strategy": "adaptive",
              "taskTypes": {
                "file": { "maxConcurrent": 10 },
                "network": { "maxConcurrent": 5 },
                "compute": { "maxConcurrent": 4 },
                "shell": { "maxConcurrent": 2 }
              },
              "queueing": {
                "strategy": "priority-fair",
                "maxQueueSize": 100,
                "timeout": 300000
              }
            }
          }
        }
        ```
      </Accordion>

      <Accordion title="Dependency Resolution" icon="sitemap">
        <Steps>
          <Step title="Build Dependency Graph">
            Analyze task relationships
          </Step>

          <Step title="Topological Sort">
            Order tasks by dependencies
          </Step>

          <Step title="Parallel Groups">
            Identify parallelizable sets
          </Step>

          <Step title="Execute Optimally">
            Run with maximum efficiency
          </Step>
        </Steps>

        <Tip>
          Siya automatically detects and resolves task dependencies
        </Tip>
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Model Optimization">
    <Card title="Intelligent Model Selection" icon="brain" color="#9C27B0">
      Automatically choose the best model for each task
    </Card>

    <AccordionGroup>
      <Accordion title="Dynamic Model Switching" icon="exchange" defaultOpen>
        ```javascript theme={null}
        {
          "modelOptimization": {
            "autoSwitch": true,
            "rules": [
              {
                "condition": "task.type === 'simple' && task.urgent",
                "model": "claude-sonnet-4",
                "reason": "Fast response for simple tasks"
              },
              {
                "condition": "task.complexity > 8 || task.type === 'architecture'",
                "model": "claude-opus-4",
                "reason": "Complex reasoning required"
              },
              {
                "condition": "context.size > 100000",
                "model": "gemini-2.5-pro",
                "reason": "Large context window needed"
              },
              {
                "condition": "task.type === 'code' && language === 'python'",
                "model": "deepseek-coder",
                "reason": "Specialized for Python"
              }
            ]
          }
        }
        ```
      </Accordion>

      <Accordion title="Request Optimization" icon="rocket">
        <Columns cols={2}>
          <Card title="Batching" icon="layer-group">
            ```json theme={null}
            {
              "batching": {
                "enabled": true,
                "maxBatchSize": 5,
                "maxWaitTime": 100,
                "strategies": ["similar", "sequential"]
              }
            }
            ```
          </Card>

          <Card title="Streaming" icon="stream">
            ```json theme={null}
            {
              "streaming": {
                "enabled": true,
                "chunkSize": 100,
                "earlyProcessing": true,
                "parallelStreams": 3
              }
            }
            ```
          </Card>
        </Columns>
      </Accordion>
    </AccordionGroup>
  </Tab>
</Tabs>

## Custom Workflows

<Card title="Build Sophisticated Automation Pipelines" icon="sitemap" color="#0000FF">
  Create complex, multi-step workflows that adapt to your development process
</Card>

<Tabs>
  <Tab title="Workflow Definition">
    <Frame caption="Define complex workflows with conditional logic and error handling">
      ```mermaid theme={null}
      graph TB
          Start[Workflow Start] --> Parse[Parse Requirements]
          
          Parse --> Analyze{Analyze Type}
          
          Analyze -->|Feature| Feature[Feature Branch]
          Analyze -->|Bug| Bug[Bug Fix]
          Analyze -->|Refactor| Refactor[Refactoring]
          
          Feature --> Design[Design Solution]
          Bug --> Reproduce[Reproduce Issue]
          Refactor --> Audit[Code Audit]
          
          Design --> Implement[Implementation]
          Reproduce --> Fix[Apply Fix]
          Audit --> Refactor2[Refactor Code]
          
          Implement & Fix & Refactor2 --> Test[Run Tests]
          
          Test -->|Pass| Review[Code Review]
          Test -->|Fail| Debug[Debug & Fix]
          
          Debug --> Test
          Review --> Deploy[Deploy]
          
          Deploy --> End[Workflow Complete]
          
          style Start fill:#4CAF50,stroke:#333
          style End fill:#0000FF,stroke:#fff,color:#fff
          style Test fill:#FF9800,stroke:#333
      ```
    </Frame>

    <CodeGroup>
      ```yaml YAML Workflow theme={null}
      name: Feature Development
      triggers:
        - event: manual
        - event: issue_created
          condition: "labels.includes('feature')"

      steps:
        - id: setup
          name: Setup Environment
          actions:
            - create_branch: "feature/${issue.number}"
            - setup_workspace
            
        - id: implement
          name: Implementation
          actions:
            - generate_scaffold
            - implement_feature
          parallel: true
          
        - id: test
          name: Testing
          actions:
            - unit_tests
            - integration_tests
          continue_on_error: false
          
        - id: review
          name: Code Review
          actions:
            - create_pr
            - request_review
          when: "steps.test.status == 'success'"
      ```

      ```json JSON Workflow theme={null}
      {
        "workflow": {
          "name": "Automated Release",
          "version": "1.0.0",
          "triggers": ["tag:created", "manual"],
          "steps": [
            {
              "id": "validate",
              "parallel": [
                { "action": "lint", "timeout": 60000 },
                { "action": "typecheck", "timeout": 60000 },
                { "action": "test", "timeout": 300000 }
              ]
            },
            {
              "id": "build",
              "action": "build:production",
              "depends": ["validate"],
              "artifacts": ["dist/**"]
            },
            {
              "id": "deploy",
              "strategy": "blue-green",
              "stages": [
                { "target": "staging", "validate": true },
                { "target": "production", "approval": true }
              ]
            }
          ]
        }
      }
      ```
    </CodeGroup>
  </Tab>

  <Tab title="Conditional Logic">
    <Card title="Smart Decision Making" icon="code-branch" color="#9C27B0">
      Build workflows that adapt based on conditions
    </Card>

    <AccordionGroup>
      <Accordion title="Condition Types" icon="filter" defaultOpen>
        <Table>
          <tr>
            <th>Type</th>
            <th>Example</th>
            <th>Use Case</th>
          </tr>

          <tr>
            <td>Simple</td>
            <td>`branch == 'main'`</td>
            <td>Basic comparisons</td>
          </tr>

          <tr>
            <td>Complex</td>
            <td>`files.some(f => f.endsWith('.sql'))`</td>
            <td>Array operations</td>
          </tr>

          <tr>
            <td>Regex</td>
            <td>`commit.message.match(/^feat:/)`</td>
            <td>Pattern matching</td>
          </tr>

          <tr>
            <td>External</td>
            <td>`await checkAPI(data)`</td>
            <td>API validations</td>
          </tr>

          <tr>
            <td>Composite</td>
            <td>`(a && b) || (c && !d)`</td>
            <td>Multiple conditions</td>
          </tr>
        </Table>
      </Accordion>

      <Accordion title="Advanced Conditions" icon="brain">
        ```javascript theme={null}
        {
          "workflow": {
            "steps": [
              {
                "name": "Smart Deployment",
                "conditions": {
                  "all": [
                    "env.CI === true",
                    "tests.passed === true",
                    "coverage.percentage >= 80"
                  ],
                  "any": [
                    "user.role === 'admin'",
                    "override.token !== null"
                  ],
                  "custom": `
                    const hour = new Date().getHours();
                    const isBusinessHours = hour >= 9 && hour <= 17;
                    const isWeekday = ![0, 6].includes(new Date().getDay());
                    
                    return isBusinessHours && isWeekday;
                  `
                }
              }
            ]
          }
        }
        ```
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Error Handling">
    <Card title="Resilient Workflows" icon="shield" color="#F44336">
      Build workflows that gracefully handle failures
    </Card>

    <Frame caption="Comprehensive error handling strategies">
      ```mermaid theme={null}
      stateDiagram-v2
          [*] --> Running: Start Workflow
          
          Running --> Error: Exception
          Running --> Success: Complete
          
          Error --> Retry: Retryable?
          Error --> Fallback: Non-Retryable
          
          Retry --> Running: Attempt #2
          Retry --> Fallback: Max Retries
          
          Fallback --> Recovery: Recovery Action
          Fallback --> Alert: Critical Error
          
          Recovery --> Degraded: Partial Success
          Alert --> Failed: Workflow Failed
          
          Success --> [*]
          Degraded --> [*]
          Failed --> [*]
          
          note right of Retry
              Exponential backoff
              with jitter
          end note
          
          note right of Recovery
              Automated recovery
              procedures
          end note
      ```
    </Frame>

    <CodeGroup>
      ```json Error Strategies theme={null}
      {
        "errorHandling": {
          "strategies": {
            "retry": {
              "maxAttempts": 3,
              "backoff": "exponential",
              "initialDelay": 1000,
              "maxDelay": 30000,
              "jitter": true
            },
            "fallback": {
              "actions": [
                "use_cached_result",
                "switch_to_backup",
                "degrade_gracefully"
              ]
            },
            "circuit_breaker": {
              "threshold": 5,
              "timeout": 60000,
              "half_open_requests": 2
            }
          }
        }
      }
      ```

      ```javascript Recovery Procedures theme={null}
      {
        "recovery": {
          "procedures": [
            {
              "error": "NetworkError",
              "actions": [
                { "wait": 5000 },
                { "retry": { "with": "different_endpoint" } }
              ]
            },
            {
              "error": "RateLimitError",
              "actions": [
                { "wait": "${error.retryAfter * 1000}" },
                { "notify": "user" },
                { "queue": "for_later" }
              ]
            },
            {
              "error": "ValidationError",
              "actions": [
                { "log": "detailed" },
                { "rollback": true },
                { "alert": "developer" }
              ]
            }
          ]
        }
      }
      ```
    </CodeGroup>
  </Tab>
</Tabs>

## Integration Patterns

<Card title="Seamlessly Connect Siya to Your Ecosystem" icon="plug" color="#4CAF50">
  Advanced integration patterns for complex development environments
</Card>

<AccordionGroup>
  <Accordion title="API Integration" icon="cloud" defaultOpen>
    <Tabs>
      <Tab title="REST APIs">
        ```javascript theme={null}
        // Custom API integration
        {
          "integrations": {
            "customAPI": {
              "baseURL": "https://api.company.com",
              "auth": {
                "type": "bearer",
                "token": "${API_TOKEN}"
              },
              "endpoints": {
                "deploy": {
                  "method": "POST",
                  "path": "/deployments",
                  "retry": 3,
                  "timeout": 30000
                },
                "status": {
                  "method": "GET",
                  "path": "/deployments/${id}",
                  "polling": {
                    "interval": 5000,
                    "maxAttempts": 60
                  }
                }
              }
            }
          }
        }
        ```
      </Tab>

      <Tab title="GraphQL">
        ```graphql theme={null}
        # GraphQL integration config
        {
          "integrations": {
            "graphql": {
              "endpoint": "https://api.company.com/graphql",
              "headers": {
                "Authorization": "Bearer ${token}"
              },
              "queries": {
                "getProject": `
                  query GetProject($id: ID!) {
                    project(id: $id) {
                      name
                      status
                      deployments {
                        id
                        environment
                        status
                      }
                    }
                  }
                `,
                "deployProject": `
                  mutation Deploy($projectId: ID!, $env: String!) {
                    deploy(projectId: $projectId, environment: $env) {
                      id
                      status
                      url
                    }
                  }
                `
              }
            }
          }
        }
        ```
      </Tab>

      <Tab title="WebSockets">
        ```javascript theme={null}
        {
          "integrations": {
            "websocket": {
              "url": "wss://api.company.com/events",
              "reconnect": {
                "auto": true,
                "delay": 1000,
                "maxDelay": 30000
              },
              "subscriptions": [
                {
                  "event": "deployment.status",
                  "handler": "updateDeploymentStatus"
                },
                {
                  "event": "build.complete",
                  "handler": "processBuildResult"
                }
              ]
            }
          }
        }
        ```
      </Tab>
    </Tabs>
  </Accordion>

  <Accordion title="Database Integration" icon="database">
    <Frame caption="Direct database access patterns">
      ```mermaid theme={null}
      graph TB
          subgraph "Database Integration"
              Siya[Siya Core]
              
              subgraph "Connection Pool"
                  Primary[Primary DB]
                  Replica1[Read Replica 1]
                  Replica2[Read Replica 2]
              end
              
              subgraph "Query Engine"
                  Parser[SQL Parser]
                  Optimizer[Query Optimizer]
                  Cache[Result Cache]
              end
              
              subgraph "Safety Layer"
                  Validator[Query Validator]
                  Sandbox[Sandbox Mode]
                  Audit[Audit Log]
              end
          end
          
          Siya --> Validator
          Validator --> Parser
          Parser --> Optimizer
          
          Optimizer -->|Write| Primary
          Optimizer -->|Read| Replica1 & Replica2
          
          Primary & Replica1 & Replica2 --> Cache
          Cache --> Siya
          
          Validator --> Audit
          
          style Siya fill:#0000FF,stroke:#fff,color:#fff
          style Validator fill:#F44336,stroke:#333
      ```
    </Frame>

    <CodeGroup>
      ```json Connection Config theme={null}
      {
        "database": {
          "connections": {
            "primary": {
              "type": "postgresql",
              "host": "db.company.com",
              "port": 5432,
              "database": "production",
              "ssl": true,
              "pool": {
                "min": 2,
                "max": 10
              }
            },
            "analytics": {
              "type": "clickhouse",
              "cluster": "analytics",
              "readonly": true
            }
          }
        }
      }
      ```

      ```sql Safe Query Templates theme={null}
      -- Siya can use these templates
      {
        "queryTemplates": {
          "userStats": `
            SELECT 
              COUNT(*) as total_users,
              COUNT(CASE WHEN created_at > NOW() - INTERVAL '7 days' THEN 1 END) as new_users
            FROM users
            WHERE deleted_at IS NULL
          `,
          "performance": `
            SELECT 
              endpoint,
              AVG(response_time) as avg_time,
              PERCENTILE_CONT(0.95) WITHIN GROUP (ORDER BY response_time) as p95
            FROM api_logs
            WHERE timestamp > NOW() - INTERVAL '1 hour'
            GROUP BY endpoint
          `
        }
      }
      ```
    </CodeGroup>
  </Accordion>

  <Accordion title="Event Bus Integration" icon="broadcast-tower">
    <Columns cols={2}>
      <Card title="Pub/Sub Pattern" icon="rss">
        ```javascript theme={null}
        {
          "eventBus": {
            "type": "redis",
            "channels": {
              "subscribe": [
                "deployments.*",
                "builds.complete",
                "alerts.critical"
              ],
              "publish": [
                "siya.task.complete",
                "siya.error"
              ]
            }
          }
        }
        ```
      </Card>

      <Card title="Message Queue" icon="inbox">
        ```javascript theme={null}
        {
          "messageQueue": {
            "type": "rabbitmq",
            "queues": {
              "tasks": {
                "durable": true,
                "prefetch": 1
              },
              "results": {
                "ttl": 3600000
              }
            }
          }
        }
        ```
      </Card>
    </Columns>
  </Accordion>
</AccordionGroup>

## Security Hardening

<Card title="Enterprise-Grade Security" icon="shield" color="#F44336">
  Advanced security configurations for sensitive environments
</Card>

<Tabs>
  <Tab title="Access Control">
    <Frame caption="Multi-layer security architecture">
      ```mermaid theme={null}
      graph TB
          subgraph "Security Layers"
              subgraph "Authentication"
                  MFA[Multi-Factor Auth]
                  SSO[Single Sign-On]
                  Biometric[Biometric]
              end
              
              subgraph "Authorization"
                  RBAC[Role-Based Access]
                  ABAC[Attribute-Based]
                  Policy[Policy Engine]
              end
              
              subgraph "Audit"
                  Log[Activity Logging]
                  Monitor[Real-time Monitor]
                  Alert[Security Alerts]
              end
              
              subgraph "Encryption"
                  AtRest[At Rest]
                  InTransit[In Transit]
                  E2E[End-to-End]
              end
          end
          
          User[User] --> MFA
          MFA --> SSO
          SSO --> RBAC
          RBAC --> Policy
          
          Policy --> Log
          Log --> Monitor
          Monitor --> Alert
          
          AtRest & InTransit & E2E --> Data[Protected Data]
          
          style MFA fill:#F44336,stroke:#333
          style Policy fill:#9C27B0,stroke:#fff,color:#fff
          style E2E fill:#4CAF50,stroke:#333
      ```
    </Frame>

    <AccordionGroup>
      <Accordion title="RBAC Configuration" icon="users" defaultOpen>
        ```json theme={null}
        {
          "security": {
            "rbac": {
              "roles": {
                "admin": {
                  "permissions": ["*"],
                  "restrictions": []
                },
                "developer": {
                  "permissions": [
                    "code:*",
                    "test:*",
                    "deploy:staging"
                  ],
                  "restrictions": [
                    "deploy:production",
                    "config:security"
                  ]
                },
                "viewer": {
                  "permissions": [
                    "read:*"
                  ],
                  "restrictions": [
                    "write:*",
                    "execute:*"
                  ]
                }
              }
            }
          }
        }
        ```
      </Accordion>

      <Accordion title="Policy Engine" icon="gavel">
        ```javascript theme={null}
        {
          "policies": [
            {
              "name": "Production Protection",
              "effect": "deny",
              "actions": ["deploy:production"],
              "conditions": {
                "unless": {
                  "all": [
                    "user.role === 'admin'",
                    "time.isBusinessHours()",
                    "approval.count >= 2"
                  ]
                }
              }
            },
            {
              "name": "Sensitive Data Access",
              "effect": "allow",
              "actions": ["read:sensitive"],
              "conditions": {
                "when": {
                  "all": [
                    "user.clearance >= 'secret'",
                    "request.isAudited === true",
                    "location.isSecure === true"
                  ]
                }
              }
            }
          ]
        }
        ```
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Encryption">
    <Card title="End-to-End Encryption" icon="lock" color="#4CAF50">
      Comprehensive encryption for all data states
    </Card>

    <AccordionGroup>
      <Accordion title="Encryption Configuration" icon="key" defaultOpen>
        ```json theme={null}
        {
          "encryption": {
            "atRest": {
              "algorithm": "AES-256-GCM",
              "keyManagement": "HSM",
              "keyRotation": {
                "enabled": true,
                "frequency": "30d"
              }
            },
            "inTransit": {
              "minTLS": "1.3",
              "cipherSuites": [
                "TLS_AES_256_GCM_SHA384",
                "TLS_CHACHA20_POLY1305_SHA256"
              ],
              "certificatePinning": true
            },
            "endToEnd": {
              "enabled": true,
              "keyExchange": "ECDHE",
              "perfectForwardSecrecy": true
            }
          }
        }
        ```
      </Accordion>

      <Accordion title="Secret Management" icon="user-secret">
        <Steps>
          <Step title="Vault Integration">
            ```bash theme={null}
            # HashiCorp Vault integration
            export VAULT_ADDR="https://vault.company.com"
            export VAULT_TOKEN="${VAULT_TOKEN}"
            ```
          </Step>

          <Step title="Dynamic Secrets">
            ```json theme={null}
            {
              "secrets": {
                "provider": "vault",
                "dynamic": true,
                "ttl": 3600,
                "autoRenew": true
              }
            }
            ```
          </Step>

          <Step title="Zero-Knowledge">
            Siya never stores plaintext secrets
          </Step>
        </Steps>
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Compliance">
    <Card title="Regulatory Compliance" icon="clipboard-check" color="#9C27B0">
      Meet enterprise compliance requirements
    </Card>

    <Table>
      <tr>
        <th>Standard</th>
        <th>Features</th>
        <th>Configuration</th>
      </tr>

      <tr>
        <td>GDPR</td>
        <td>Data privacy, right to deletion</td>
        <td>`compliance.gdpr.enabled`</td>
      </tr>

      <tr>
        <td>HIPAA</td>
        <td>Healthcare data protection</td>
        <td>`compliance.hipaa.enabled`</td>
      </tr>

      <tr>
        <td>SOC 2</td>
        <td>Security controls</td>
        <td>`compliance.soc2.enabled`</td>
      </tr>

      <tr>
        <td>PCI DSS</td>
        <td>Payment card security</td>
        <td>`compliance.pci.enabled`</td>
      </tr>

      <tr>
        <td>ISO 27001</td>
        <td>Information security</td>
        <td>`compliance.iso27001.enabled`</td>
      </tr>
    </Table>

    <Warning>
      Compliance features require enterprise license
    </Warning>
  </Tab>
</Tabs>

## Debugging & Troubleshooting

<Card title="Advanced Debugging Techniques" icon="bug" color="#FF9800">
  Master-level debugging strategies for complex issues
</Card>

<AccordionGroup>
  <Accordion title="Debug Mode" icon="microscope" defaultOpen>
    <CodeGroup>
      ```bash Enable Debug Mode theme={null}
      # Full debug mode
      siya --debug

      # Specific component debugging
      siya --debug=memory,execution

      # Verbose logging
      siya --log-level=trace

      # Performance profiling
      siya --profile
      ```

      ```json Debug Configuration theme={null}
      {
        "debug": {
          "enabled": true,
          "components": ["memory", "tools", "mcp"],
          "logging": {
            "level": "trace",
            "includeTimestamps": true,
            "includeStackTraces": true
          },
          "profiling": {
            "cpu": true,
            "memory": true,
            "saveReports": true
          }
        }
      }
      ```
    </CodeGroup>
  </Accordion>

  <Accordion title="Performance Profiling" icon="gauge">
    <Frame caption="Real-time performance monitoring dashboard">
      ```mermaid theme={null}
      graph LR
          subgraph "Performance Metrics"
              CPU[CPU Usage<br/>45%]
              Memory[Memory<br/>2.3GB/4GB]
              Network[Network I/O<br/>125KB/s]
              Disk[Disk I/O<br/>15MB/s]
          end
          
          subgraph "Operation Timing"
              Parse[Parse: 120ms]
              Process[Process: 450ms]
              Execute[Execute: 890ms]
              Response[Response: 1460ms]
          end
          
          subgraph "Bottlenecks"
              B1[🔴 Slow API calls]
              B2[🟡 Memory pressure]
              B3[🟢 CPU optimal]
          end
          
          CPU & Memory & Network & Disk --> Analysis[Performance Analysis]
          Parse & Process & Execute & Response --> Analysis
          Analysis --> B1 & B2 & B3
          
          style B1 fill:#F44336,stroke:#333
          style B2 fill:#FF9800,stroke:#333
          style B3 fill:#4CAF50,stroke:#333
      ```
    </Frame>

    <Columns cols={2}>
      <Card title="Profiling Commands" icon="terminal">
        ```text theme={null}
        "Show performance metrics"
        "Profile the last operation"
        "What's making Siya slow?"
        "Analyze memory usage"
        ```
      </Card>

      <Card title="Optimization Tips" icon="rocket">
        * Reduce context size
        * Enable caching
        * Use parallel execution
        * Optimize patterns
      </Card>
    </Columns>
  </Accordion>

  <Accordion title="Trace Analysis" icon="route">
    <Steps>
      <Step title="Enable Tracing">
        ```json theme={null}
        {
          "tracing": {
            "enabled": true,
            "exporter": "jaeger",
            "sampling": 1.0
          }
        }
        ```
      </Step>

      <Step title="Analyze Traces">
        View detailed execution flow in Jaeger UI
      </Step>

      <Step title="Identify Issues">
        Find bottlenecks and optimization opportunities
      </Step>
    </Steps>
  </Accordion>
</AccordionGroup>

## Experimental Features

<Card title="Cutting-Edge Capabilities" icon="flask" color="#9C27B0">
  Preview upcoming features and experimental capabilities
</Card>

<Tabs>
  <Tab title="AI Pair Programming">
    <Card title="Next-Gen Collaboration" icon="users" color="#0000FF">
      Siya as an active programming partner
    </Card>

    <AccordionGroup>
      <Accordion title="Predictive Coding" icon="crystal-ball" defaultOpen>
        ```json theme={null}
        {
          "experimental": {
            "predictiveCoding": {
              "enabled": true,
              "features": {
                "autoComplete": true,
                "suggestionDelay": 500,
                "contextWindow": 1000,
                "confidence": 0.8
              }
            }
          }
        }
        ```

        <Info>
          Siya predicts your next code changes based on patterns
        </Info>
      </Accordion>

      <Accordion title="Autonomous Refactoring" icon="magic">
        <Steps>
          <Step title="Code Analysis">
            Continuous analysis of code quality
          </Step>

          <Step title="Improvement Detection">
            Identify refactoring opportunities
          </Step>

          <Step title="Suggest Changes">
            Propose improvements proactively
          </Step>

          <Step title="Apply Safely">
            Refactor with full test coverage
          </Step>
        </Steps>
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Multi-Modal Input">
    <Card title="Beyond Text" icon="images" color="#4CAF50">
      Interact with Siya using multiple input types
    </Card>

    <Columns cols={3}>
      <Card title="Voice Commands" icon="microphone">
        **Natural Speech**

        * Voice coding
        * Verbal commands
        * Audio feedback
        * Accent adaptation
      </Card>

      <Card title="Visual Input" icon="camera">
        **Image Understanding**

        * Screenshot analysis
        * Diagram interpretation
        * UI comprehension
        * Error screenshots
      </Card>

      <Card title="Gesture Control" icon="hand">
        **Touch & Gestures**

        * Touch commands
        * Drawing diagrams
        * Gesture shortcuts
        * Haptic feedback
      </Card>
    </Columns>
  </Tab>

  <Tab title="Quantum Features">
    <Card title="Future-Ready" icon="atom" color="#9C27B0">
      Preparing for quantum computing integration
    </Card>

    <Warning>
      These features are highly experimental and subject to change
    </Warning>

    ```json theme={null}
    {
      "quantum": {
        "enabled": false,
        "features": {
          "optimization": "quantum-annealing",
          "cryptography": "post-quantum",
          "simulation": "quantum-circuit"
        }
      }
    }
    ```
  </Tab>
</Tabs>

## Best Practices

<Card title="Mastery Through Best Practices" icon="medal" color="#FFD700">
  Proven patterns from power users
</Card>

<AccordionGroup>
  <Accordion title="Performance Best Practices" icon="rocket" defaultOpen>
    <Steps>
      <Step title="Context Management">
        * Keep context focused and relevant
        * Use memory checkpoints for long sessions
        * Clear context when switching projects
      </Step>

      <Step title="Tool Usage">
        * Batch similar operations
        * Use appropriate tools for each task
        * Enable parallel execution
      </Step>

      <Step title="Model Selection">
        * Use fast models for simple tasks
        * Reserve powerful models for complex work
        * Enable auto-switching
      </Step>

      <Step title="Workflow Design">
        * Break complex tasks into steps
        * Use hooks for repetitive tasks
        * Create reusable workflows
      </Step>
    </Steps>
  </Accordion>

  <Accordion title="Security Best Practices" icon="shield">
    <Columns cols={2}>
      <Card title="Do's" icon="check" color="#4CAF50">
        * Use environment variables
        * Enable audit logging
        * Regular security reviews
        * Principle of least privilege
        * Encrypt sensitive data
      </Card>

      <Card title="Don'ts" icon="times" color="#F44336">
        * Hardcode credentials
        * Disable security features
        * Share access tokens
        * Ignore security warnings
        * Use outdated models
      </Card>
    </Columns>
  </Accordion>

  <Accordion title="Collaboration Best Practices" icon="users">
    <Table>
      <tr>
        <th>Practice</th>
        <th>Benefit</th>
        <th>Implementation</th>
      </tr>

      <tr>
        <td>Shared configurations</td>
        <td>Team consistency</td>
        <td>Version control configs</td>
      </tr>

      <tr>
        <td>Documented workflows</td>
        <td>Knowledge sharing</td>
        <td>Workflow templates</td>
      </tr>

      <tr>
        <td>Standardized hooks</td>
        <td>Uniform automation</td>
        <td>Team hook library</td>
      </tr>

      <tr>
        <td>Regular reviews</td>
        <td>Continuous improvement</td>
        <td>Weekly optimization</td>
      </tr>
    </Table>
  </Accordion>
</AccordionGroup>

## Summary

<Card title="Advanced Mastery Achieved" icon="trophy" color="#FFD700">
  You've explored the depths of Siya's advanced capabilities. From performance optimization to custom workflows, security hardening to experimental features, you now have the knowledge to push Siya to its limits. These advanced techniques transform Siya from a helpful assistant into a force multiplier for your development process.
</Card>

<Columns cols={2}>
  <Card title="API Reference" icon="book" href="/siya-superagent/api-reference">
    Detailed API documentation
  </Card>

  <Card title="Join Community" icon="users" href="https://discord.gg/siya">
    Connect with power users
  </Card>
</Columns>

***

*Push boundaries. Achieve the impossible. Master your craft.*