cloud

VXControl Cloud SDK

Overview

The VXControl Cloud SDK enables developers to integrate their security tools and applications with the VXControl Cloud Intelligence Platform, providing access to advanced cybersecurity services including threat intelligence, vulnerability databases, computational resources, AI-powered troubleshooting, and automated update systems.

Key Features

• Type-Safe API: 24 strongly-typed function patterns covering all request/response scenarios
• Transparent Security: Automatic proof-of-work solving and end-to-end encryption
• Performance Optimized: HTTP/2 support, connection pooling, streaming encryption
• Enterprise Ready: Comprehensive error handling, retry logic, and production monitoring
• License Integration: Built-in premium feature validation and tier management

Quick Start

Installation

go get github.com/vxcontrol/cloud/sdk

Basic Usage

package main

import (
    "context"
    "encoding/json"
    "log"

    "github.com/vxcontrol/cloud/models"
    "github.com/vxcontrol/cloud/sdk"
    "github.com/vxcontrol/cloud/system"

    "github.com/sirupsen/logrus"
)

type Client struct {
    UpdatesCheck  sdk.CallReqBytesRespBytes
    ReportError   sdk.CallReqBytesRespBytes
}

func main() {
    var client Client

    // Configure endpoints
    configs := []sdk.CallConfig{
        {
            Calls:  []any{&client.UpdatesCheck},
            Host:   "update.pentagi.com",
            Name:   "updates_check",
            Path:   "/api/v1/updates/check",
            Method: sdk.CallMethodPOST,
        },
        {
            Calls:  []any{&client.ReportError},
            Host:   "support.pentagi.com",
            Name:   "error_report",
            Path:   "/api/v1/errors/report",
            Method: sdk.CallMethodPOST,
        },
    }

    // Initialize SDK
    err := sdk.Build(configs,
        sdk.WithClient("MySecTool", "1.0.0"),
        sdk.WithInstallationID(system.GetInstallationID()),
        sdk.WithLogger(sdk.WrapLogrus(logrus.StandardLogger())),
        sdk.WithLicenseKey("XXXX-XXXX-XXXX-XXXX"),
    )
    if err != nil {
        log.Fatal("SDK initialization failed:", err)
    }

    // Check for updates
    updateReq := models.CheckUpdatesRequest{
        InstallerVersion: "1.0.0",
        InstallerOS:      models.OSTypeLinux,
        InstallerArch:    models.ArchTypeAMD64,
    }

    data, _ := json.Marshal(updateReq)
    response, err := client.UpdatesCheck(context.Background(), data)
    if err != nil {
        log.Fatal("Update check failed:", err)
    }

    var updateResp models.CheckUpdatesResponse
    json.Unmarshal(response, &updateResp)
    log.Printf("Available updates: %+v", updateResp.Updates)
}

Architecture

graph TD
    A[Your Security Application] --> B[VXControl Cloud SDK]
    B --> C[PoW Challenge System]
    B --> D[Encrypted Transport Layer]
    D --> E[VXControl Cloud Platform]

    E --> F[Update Services]
    E --> G[Package Management]
    E --> H[Error Reporting & AI Support]
    E --> I[Threat Intelligence Hub]
    E --> J[Vulnerability Database]
    E --> K[Computational Resources]
    E --> L[Knowledge Base]

    A --> M[PentAGI]
    A --> N[Security Tools]
    A --> O[SOC Systems]
    A --> P[Red Team Tools]
    A --> Q[Custom Applications]

    C --> R[Memory-Hard Algorithm]
    C --> S[Rate Limiting]
    D --> T[End-to-End Encryption]
    D --> V[Forward Secrecy]
    D --> X[Ed25519 Signatures]

Cloud Services Integration

Update Management

Keep PentAGI with automated update checking:

import "github.com/vxcontrol/cloud/models"

// Check for component updates
updateReq := models.CheckUpdatesRequest{
    InstallerVersion: "1.0.0",
    InstallerOS:      models.OSTypeLinux,
    InstallerArch:    models.ArchTypeAMD64,
    Components: []models.ComponentInfo{
        {
            Component: models.ComponentTypePentagi,
            Status:    models.ComponentStatusRunning,
            Version:   &[]string{"1.2.0"}[0],
        },
    },
}

data, _ := json.Marshal(updateReq)
response, err := client.UpdatesCheck(ctx, data)

var updateResp models.CheckUpdatesResponse
json.Unmarshal(response, &updateResp)

Error Reporting & AI Support

Get intelligent assistance for troubleshooting:

// Report an error for analysis
errorReq := models.SupportErrorRequest{
    Component:    models.ComponentTypePentagi,
    Version:      "1.0.0",
    OS:          models.OSTypeLinux,
    Arch:        models.ArchTypeAMD64,
    ErrorDetails: map[string]any{
        "error_type": "connection_timeout",
        "message":    "Failed to connect to target",
        "context":    map[string]string{"target": "192.168.1.1", "port": "443"},
    },
}

data, _ := json.Marshal(errorReq)
response, err := client.ReportError(ctx, data)

Package Management

Download and validate software packages:

// Get package information
packageReq := models.PackageInfoRequest{
    Component: models.ComponentTypePentagi,
    Version:   "1.0.0",
    OS:        models.OSTypeLinux,
    Arch:      models.ArchTypeAMD64,
}

// Validate package integrity with signatures
signature := models.SignatureValue("base64-encoded-signature")
fileData, _ := os.ReadFile("package.tar.gz")
if err := signature.ValidateData(fileData); err != nil {
    log.Fatal("Package signature validation failed:", err)
}

AI-Powered Troubleshooting

Interactive support with investigation capabilities:

// Create support issue
issueReq := models.SupportIssueRequest{
    Component:    models.ComponentTypeEngine,
    Version:      "2.0.0",
    OS:          models.OSTypeDarwin,
    Arch:        models.ArchTypeARM64,
    ErrorDetails: "Scanner fails to detect specific vulnerability patterns",
    Logs: []models.SupportLogs{
        {
            Component: models.ComponentTypeEngine,
            Logs:      []string{"ERROR: Pattern matching timeout", "WARN: Memory usage high"},
        },
    },
}

// Investigate with AI assistance
investigationReq := models.SupportInvestigationRequest{
    IssueID:   receivedIssueID,
    UserInput: "The scanner works fine with other patterns but fails on this specific CVE",
}

Call Function Types

The SDK supports 24 function patterns to handle different request/response scenarios:

Complete function reference

Configuration Options

Basic Configuration

err := sdk.Build(configs,
    // Required: Client identification
    sdk.WithClient("MyApp", "1.0.0"),

    // Optional: Premium features
    sdk.WithLicenseKey("XXXX-XXXX-XXXX-XXXX"),

    // Optional: Performance tuning
    sdk.WithPowTimeout(30*time.Second),
    sdk.WithMaxRetries(3),
)

Advanced Configuration

// Custom transport for proxies/certificates
transport := sdk.DefaultTransport()
transport.TLSClientConfig = &tls.Config{
    MinVersion: tls.VersionTLS12,
    // custom certificate validation
}
transport.Proxy = http.ProxyURL(proxyURL)

// Custom structured logging
logger := logrus.New()
logger.SetLevel(logrus.InfoLevel)

err := sdk.Build(configs,
    sdk.WithTransport(transport),
    sdk.WithLogger(sdk.WrapLogrus(logger)),
    sdk.WithInstallationID(system.GetInstallationID()),
)

Security Model

Proof-of-Work Protection

All API calls require solving computational challenges to prevent abuse and DDoS attacks. The SDK automatically:

• Requests challenge tickets from the server
• Solves memory-hard proof-of-work puzzles
• Includes cryptographic signatures with requests

End-to-End Encryption

• Session Keys: Ephemeral AES keys for each request
• NaCL Encryption: Secure key exchange using Curve25519
• Streaming Cipher: AES-GCM for large data transfers
• Forward Secrecy: Cypher key rotation

Rate Limiting Integration

• Adaptive Difficulty: PoW complexity scales with server load
• Tier-Based Access: License validation determines API quotas
• Intelligent Retry: Automatic backoff with server-provided timing

Error Handling

Automatic Retry Logic

// Temporary errors (automatically retried):
// - Server overload (sdk.ErrBadGateway, sdk.ErrServerInternal)
// - Rate limits (sdk.ErrTooManyRequests, sdk.ErrTooManyRequestsRPM)
// - PoW timeouts (sdk.ErrExperimentTimeout)

// Fatal errors (no retry):
// - Invalid requests (sdk.ErrBadRequest, sdk.ErrForbidden)
// - Missing resources (sdk.ErrNotFound)
// - Long-term limits (sdk.ErrTooManyRequestsRPH, sdk.ErrTooManyRequestsRPD)

Custom Error Handling

data, err := api.QueryThreats(ctx, []byte(threatQuery))
if err != nil {
    switch {
    case errors.Is(err, sdk.ErrTooManyRequestsRPM):
        // Wait and retry with exponential backoff
        time.Sleep(60 * time.Second)

    case errors.Is(err, sdk.ErrForbidden):
        // Check license validity or authentication
        log.Error("access denied - verify license key")

    case errors.Is(err, sdk.ErrExperimentTimeout):
        // Increase PoW timeout for slower systems
        // Reconfigure with sdk.WithPowTimeout(60*time.Second)

    default:
        log.Error("unexpected error:", err)
    }
}

Performance Characteristics

Benchmarks

• License validation: ~334,000 operations/sec
• Function generation: ~2M path templates/sec
• Streaming encryption: ~50MB/sec throughput
• Connection pooling: 300 connections/host, 50 total idle

Memory Usage

• Per request: ~300 bytes (context + headers + keys)
• Per SDK instance: ~200KB (connection pools + crypto keys)
• PoW solving: 20-1024KB (reused across attempts)

Optimization Tips

// Reuse SDK instances across requests
err := sdk.Build(configs, options...)

// Use streaming for large data
reader, err := api.ProcessLargeDataset(ctx, dataStream, dataSize)

// Configure connection pooling for high throughput
transport := sdk.DefaultTransport()
transport.MaxConnsPerHost = 500
sdk.WithTransport(transport)

Production Deployment

Required Configuration

// Minimum production setup
err := sdk.Build(configs,
    sdk.WithClient("YourApp", version),    // Required: Identification
    sdk.WithLicenseKey(licenseKey),        // Optional: Authentication
    sdk.WithLogger(productionLogger),      // Recommended: Monitoring
)

Monitoring Integration

// Custom logger for metrics collection
type MetricsLogger struct {
    *logrus.Logger
    metrics MetricsCollector
}

func (m *MetricsLogger) WithError(err error) sdk.Entry {
    // Track error rates by type
    m.metrics.IncrementErrorCounter(err)
    return m.Logger.WithError(err)
}

// Integration
logger := &MetricsLogger{Logger: logrus.New(), metrics: yourMetrics}
sdk.WithLogger(logger)

Security Considerations

• Certificate Validating: Validate server certificates in production
• Proxy Support: Configure corporate proxy settings if required
• Timeout Tuning: Adjust PoW timeouts based on hardware capabilities
• Rate Limit Monitoring: Track API quota usage and plan capacity

Use Cases

Security Tool Integration

// Integrate update checking into security tools
func checkSecurityToolUpdates(components []models.ComponentInfo) error {
    updateReq := models.CheckUpdatesRequest{
        InstallerVersion: getCurrentVersion(),
        InstallerOS:      getCurrentOS(),
        InstallerArch:    getCurrentArch(),
        Components:       components,
    }

    data, _ := json.Marshal(updateReq)
    response, err := client.UpdatesCheck(context.Background(), data)
    if err != nil {
        return err
    }

    var updateResp models.CheckUpdatesResponse
    json.Unmarshal(response, &updateResp)

    for _, update := range updateResp.Updates {
        if update.HasUpdate {
            log.Printf("Update available for %s: %s -> %s",
                update.Stack, *update.CurrentVersion, *update.LatestVersion)
        }
    }

    return nil
}

Automated Error Reporting

// Integrate error reporting into application error handling
func reportSecurityToolError(component models.ComponentType, err error) error {
    errorReq := models.SupportErrorRequest{
        Component:    component,
        Version:      getComponentVersion(component),
        OS:          getCurrentOS(),
        Arch:        getCurrentArch(),
        ErrorDetails: map[string]any{
            "error_message": err.Error(),
            "stack_trace":   getStackTrace(),
            "context":       getCurrentContext(),
        },
    }

    data, _ := json.Marshal(errorReq)
    _, reportErr := client.ReportError(context.Background(), data)
    return reportErr
}

Package Integrity Validation

// Validate downloaded packages before installation
func validatePackageIntegrity(packagePath, signatureStr string) error {
    signature := models.SignatureValue(signatureStr)

    // Validate file signature
    if err := signature.ValidateFile(packagePath); err != nil {
        return fmt.Errorf("package signature validation failed: %w", err)
    }

    log.Println("Package integrity verified successfully")
    return nil
}

// Validate data integrity in memory
func validateDataIntegrity(data []byte, signatureStr string) error {
    signature := models.SignatureValue(signatureStr)

    if err := signature.ValidateData(data); err != nil {
        return fmt.Errorf("data signature validation failed: %w", err)
    }

    return nil
}

Advanced Features

Multiple Service Endpoints

// Connect to different service clusters
type FullClient struct {
    UpdatesCheck     sdk.CallReqBytesRespBytes
    ErrorReport      sdk.CallReqBytesRespBytes
    PackageInfo      sdk.CallReqBytesRespBytes
    SupportIssue     sdk.CallReqBytesRespBytes
}

configs := []sdk.CallConfig{
    {
        Calls:  []any{&client.UpdatesCheck},
        Host:   "update.pentagi.com",
        Name:   "check_updates",
        Path:   "/api/v1/updates/check",
        Method: sdk.CallMethodPOST,
    },
    {
        Calls:  []any{&client.ErrorReport},
        Host:   "support.pentagi.com",
        Name:   "error_report",
        Path:   "/api/v1/errors/report",
        Method: sdk.CallMethodPOST,
    },
    {
        Calls:  []any{&client.PackageInfo},
        Host:   "update.pentagi.com",
        Name:   "package_info",
        Path:   "/api/v1/packages/info",
        Method: sdk.CallMethodPOST,
    },
}

Timeout and Retry Configuration

// Configure timeouts for different operation types
err := sdk.Build(configs,
    sdk.WithPowTimeout(30*time.Second),  // For slower systems (max 60s, default 10s)
    sdk.WithMaxRetries(5),               // For rate limiting and network issues
    sdk.WithTransport(customTransport),  // Custom HTTP configuration
)

// Per-request timeouts
ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
defer cancel()

response, err := client.UpdatesCheck(ctx, requestData)

Error Reference

Available Models

The SDK provides strongly-typed models for all API interactions:

Component Management

• ComponentType: pentagi, scraper, langfuse-worker, langfuse-web, grafana, otelcol, worker, installer, engine
• ComponentStatus: unused, connected, installed, running
• ProductStack: pentagi, langfuse, observability, worker, installer, engine
• OSType: windows, linux, darwin
• ArchType: amd64, arm64

Update Service Models

• CheckUpdatesRequest / CheckUpdatesResponse: Check for component updates
• ComponentInfo: Information about installed components
• UpdateInfo: Available update details with changelog

Package Service Models

• PackageInfoRequest / PackageInfoResponse: Get package metadata
• DownloadPackageRequest: Request package downloads
• SignatureValue: Cryptographic signature validation

Support Service Models

• SupportErrorRequest / SupportErrorResponse: Automated error reporting
• SupportIssueRequest / SupportIssueResponse: Manual issue creation with AI
• SupportLogs: Component log collection
• SupportInvestigationRequest / SupportInvestigationResponse: AI-powered troubleshooting

System Utilities

• system.GetInstallationID(): Generates stable, machine-specific UUID for installation tracking

Service Tiers

Free Tier

• Basic error reporting: Automated error submission
• Package validation: Ed25519 signature verification
• Rate limiting: Standard PoW difficulty

Professional Tier

• AI troubleshooting: x5 investigation sessions/day
• Package downloads: Access to all packages
• Rate limiting: Reduced PoW difficulty

Enterprise Tier

• Advanced AI troubleshooting: x50 investigation sessions/day
• Custom integrations: Specialized endpoints and workflows
• Priority processing: Minimal PoW difficulty and fast-track handling

Future Roadmap

The VXControl Cloud Platform is actively expanding. Future releases may include:

• Threat Intelligence Services: IOC/IOA database access and threat analysis
• Vulnerability Assessment: CVE database integration and security scanning
• Computational Resources: Cloud-based intensive task processing
• Advanced Analytics: Security metrics and reporting dashboards
• Custom Workflows: Specialized security automation pipelines

Note: These features are in development and not yet available in the current SDK version.

Contributing

1. Fork the repository
2. Create a feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'feat: add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

Support

• Documentation: API Reference | Examples
• Issues: GitHub Issues
• Enterprise Support: support@vxcontrol.com
• Community: Discord and Telegram

License and Terms

SDK License

The VXControl Cloud SDK code is licensed under the MIT License.

Copyright (c) 2026 PentAGI Development Team

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

What this means:

• ✅ Free to use in any project (open source, commercial, proprietary)
• ✅ No licensing fees for the SDK code itself
• ✅ Modify and distribute freely with attribution
• ✅ Integrate into commercial products without restrictions

See LICENSE for complete MIT license terms.

VXControl Cloud Services Access

⚠️ Important: While the SDK code is free (MIT), accessing VXControl Cloud Services requires a valid License Key and compliance with separate terms.

What requires a License Key:

• 🔑 API Access to VXControl Cloud Platform services
• 🔑 Threat Intelligence data and updates
• 🔑 AI-Powered Support and troubleshooting assistance
• 🔑 Package Downloads from secure repositories
• 🔑 Premium Features and enterprise capabilities

Service Tiers:

• Free Tier: Basic error reporting and package validation
• Professional Tier: AI troubleshooting, package downloads
• Enterprise Tier: Full threat intelligence, priority support

Usage Restrictions: Cloud services and obtained data may ONLY be used for:

• ✅ Defensive cybersecurity and authorized security testing
• ✅ Academic research and education in controlled environments
• ✅ Incident response and compliance assessment
• ❌ Prohibited: Unauthorized access, malicious activities, or illegal purposes

Get Started:

1. Use the SDK: MIT licensed code works immediately
2. Get License Key: Contact info@vxcontrol.com for cloud services access
3. Review Terms: Read TERMS_OF_SERVICE.md before using cloud services

Contact

For licensing questions: info@vxcontrol.com
For Terms of Service violations: info@vxcontrol.com (Subject: "Cloud Services Terms")