TuskLang: The Configuration Language That Has a Heartbeat
Configuration with a Heartbeat - The only configuration language that adapts to YOUR preferred syntax
Tired of being forced into rigid configuration formats? TuskLang breaks the rules. Use []
, {}
, or <>
syntax - your choice. Query databases directly in config files. Execute functions with @ operators. Cross-reference between files. All while maintaining the simplicity you expect from a config language.
🏗️ Architecture Overview
┌─────────────────┐ ┌──────────────────┐ ┌─────────────────┐
│ .tsk Files │───▶│ TuskLang SDK │───▶│ Your App/API │
│ │ │ │ │ │
│ • peanu.tsk │ │ • Parser │ │ • Type Safety │
│ • secrets.tsk │ │ • @ Operators │ │ • Hot Reload │
│ • features.tsk │ │ • FUJSEN Engine │ │ • Validation │
└─────────────────┘ └──────────────────┘ └─────────────────┘
│ │ │
│ ┌────────▼────────┐ │
│ │ Integrations │ │
│ │ │ │
└──────────────│ • Databases │──────────────┘
│ • APIs │
│ • File System │
│ • Environment │
└─────────────────┘
⚡ Try It Right Now (30 seconds)
🚀 One-Line Install Magic
# Pick your poison:
curl -sSL php.tuskt.sk | bash # PHP
curl -sSL js.tuskt.sk | bash # JavaScript/Node.js
curl -sSL python.tuskt.sk | bash # Python
curl -sSL go.tuskt.sk | bash # Go
curl -sSL rust.tuskt.sk | bash # Rust
curl -sSL java.tuskt.sk | bash # Java
curl -sSL csharp.tuskt.sk | bash # C#
curl -sSL ruby.tuskt.sk | bash # Ruby
📦 Direct Downloads
wget php.tuskt.sk/dist/latest.tar.gz
wget js.tuskt.sk/dist/latest.tar.gz
wget python.tuskt.sk/dist/latest.tar.gz
wget go.tuskt.sk/dist/latest.tar.gz
wget rust.tuskt.sk/dist/latest.tar.gz
wget java.tuskt.sk/dist/latest.tar.gz
wget csharp.tuskt.sk/dist/latest.tar.gz
wget ruby.tuskt.sk/dist/latest.tar.gz
# Then extract and install
tar -xzf latest.tar.gz && ./install.sh
🎛️ Custom Install Wizard
→ init.tuskt.sk ← Beautiful web installer
⚡ Quick Start Examples
1. Basic Configuration with .pnt Compilation
# config.tsk - Write in your preferred syntax
[app]
name: "TuskLang Demo"
version: @env("VERSION", ".0")
database {
host: @env("DB_HOST", "localhost")
port: 5432
max_connections: @query("SELECT optimal_connections FROM metrics")
}
cache >
driver: "redis"
ttl: @env("NODE_ENV") == "production" ? "1h" : "5m"
<
# Compile to binary for production
tsk binary compile config.tsk
# Your app loads 85% faster!
2. Database-Driven Configuration
# Real-time configuration that adapts to your data
[features]
enabled: @query("SELECT feature_name FROM features WHERE active = 1")
user_limit: @query("SELECT max_users FROM plan WHERE id = ?", [plan_id])
[scaling]
current_load: @query("SELECT AVG(cpu) FROM metrics WHERE time > NOW() - '5m'")
instances: current_load > 80 ? 10 : 5
3. Cross-File Communication
# peanut.tsk - Global configuration hub
globals {
api_version: "v2"
company: "TuskLang Corp"
region: @env("AWS_REGION", "us-east-1")
}
# api.tsk - References global config
endpoint: @peanut.get("globals.api_version") + "/users"
region: @peanut.get("globals.region")
💡 Revolutionary Features
@ Operators - The Secret Sauce
# Every @ operator now optimized for .pnt binary format
config: @file("settings.pnt") # Load binary configs
users: @query("SELECT * FROM users") # Database queries
api_key: @vault("secret/api/key") # Secure secrets
cache: @redis("app:cache:main") # Redis integration
status: @http("GET", "/health") # HTTP requests
ml_result: @ai("classify", data) # AI/ML integration
Executable Configuration (FUJSEN)
[validation]
email_validator: """
function validate(email) {
const regex = /^[^\s@]+@[^\s@]+\.[^\s@]+$/;
return regex.test(email);
}
"""
[processing]
data_transformer: """
function transform(data) {
return data.map(item => ({
...item,
timestamp: new Date().toISOString(),
processed: true
}));
}
"""
Why Developers Are Switching to TuskLang
"Finally, a config language that doesn't treat me like a child"
"Cut our configuration complexity by 60% while adding database integration"
"The syntax flexibility means our entire team can use their preferred style"
"TuskLang saved my sanity - no more YAML indentation hell"
"Database queries in config files? GENIUS. Why didn't anyone think of this before?"
"The @ operators are pure magic - my configs are now actually intelligent"
🔥🔥🔥 ENV and JSON belong in the fiery pits of hell 🔥🔥🔥
🛠️ Full CLI Integration
Every SDK now includes a powerful CLI with 50+ commands:
# Database Operations
tsk db status # Database connection status
tsk db migrate # Run pending migrations
tsk db rollback --steps 1 # Rollback migrations
tsk db backup production # Backup database
tsk db restore backup.sql # Restore from backup
tsk db console # Interactive SQL console
# Development Tools
tsk serve --hot-reload # Dev server with hot reload
tsk compile --watch # Watch mode compilation
tsk lint config.tsk # Lint configuration
tsk format --fix # Auto-format .tsk files
# AI Integration
tsk ai analyze # Analyze config for issues
tsk ai optimize # Get optimization suggestions
tsk ai security # Security vulnerability scan
tsk ai explain "query" # Explain complex configs
tsk ai generate schema # Generate from description
# Cache Management
tsk cache clear all # Clear all caches
tsk cache warm api # Pre-warm API cache
tsk cache status # View cache statistics
# Service Control
tsk services start all # Start all services
tsk services health # Health check
tsk services restart api # Restart specific service
#Binary Operations
tsk binary compile *.tsk # Compile all .tsk to .pnt
tsk binary validate file.pnt # Validate binary integrity
tsk binary info file.pnt # Show binary metadata
tsk binary benchmark # Performance comparison
⚡ Universal .pnt Binary Format
# Compile your .tsk files to .pnt for 85% performance boost
tsk binary compile config.tsk # Creates config.pnt
tsk binary execute config.pnt # Lightning fast execution
tsk binary benchmark # See the speed difference
Performance Gains:
Language | Text Parsing | Binary (.pnt) | Improvement |
---|---|---|---|
Rust | 432K/sec | 800K/sec | 85% ⚡ |
Go | 270K/sec | 500K/sec | 85% ⚡ |
C# | 162K/sec | 300K/sec | 85% ⚡ |
Java | 135K/sec | 250K/sec | 85% ⚡ |
JavaScript | 108K/sec | 200K/sec | 85% ⚡ |
🏆 TuskLang vs The Others
Feature | TuskLang | YAML | JSON | TOML | HCL |
---|---|---|---|---|---|
Syntax Flexibility | ✅ | ❌ | ❌ | ❌ | ❌ |
Database Queries | ✅ | ❌ | ❌ | ❌ | ❌ |
Cross-File Communication | ✅ | ❌ | ❌ | ❌ | ❌ |
Executable Functions | ✅ | ❌ | ❌ | ❌ | ❌ |
Environment Variables | ✅ | 🔶 | 🔶 | 🔶 | ✅ |
Comments | ✅ | ✅ | ❌ | ✅ | ✅ |
Type Safety | ✅ | 🔶 | 🔶 | ✅ | ✅ |
Learning Curve | 🟢 | 🟢 | 🟢 | 🟢 | 🟡 |
![SVG 11]
📦 Installation Details
Recommended: Official Installers
Each language has its own optimized installer at [lang].tuskt.sk:
# Method 1: Quick install (recommended)
curl -sSL php.tuskt.sk | bash
# Method 2: Direct download
wget https://php.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select PHP
# What the installer does:
# ✓ Downloads latest PHP SDK with .pnt support
# ✓ Installs CLI tools globally
# ✓ Sets up Composer autoloading
# ✓ Configures php.ini for optimal performance
# ✓ Creates /usr/local/bin/tsk symlink
# Verify installation
tsk --version
tsk doctor # System compatibility check
# Method 1: Quick install (recommended)
curl -sSL js.tuskt.sk | bash
# Method 2: Direct download
wget https://js.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select JavaScript
# What the installer does:
# ✓ Installs via npm with native bindings
# ✓ Sets up TypeScript definitions
# ✓ Configures package.json scripts
# ✓ Installs CLI globally
# ✓ Optional: Sets up VS Code integration
# Verify installation
tsk --version
npm list -g tusklang
# Method 1: Quick install (recommended)
curl -sSL python.tuskt.sk | bash
# Method 2: Direct download
wget https://python.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Python
# What the installer does:
# ✓ Creates virtual environment
# ✓ Installs with C extensions for .pnt
# ✓ Sets up CLI in PATH
# ✓ Configures Python path
# ✓ Optional: Jupyter notebook support
# Verify installation
tsk --version
python -c "import tusklang; print(tusklang.__version__)"
# Method 1: Quick install (recommended)
curl -sSL go.tuskt.sk | bash
# Method 2: Direct download
wget https://go.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Go
# What the installer does:
# ✓ Downloads pre-compiled binaries
# ✓ Sets up Go modules properly
# ✓ Configures GOPATH if needed
# ✓ Installs CLI to $GOBIN
# ✓ Optional: Sets up Go toolchain integration
# Verify installation
tsk --version
go version -m $(which tsk)
# Method 1: Quick install (recommended)
curl -sSL rust.tuskt.sk | bash
# Method 2: Direct download
wget https://rust.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Rust
# What the installer does:
# ✓ Downloads pre-compiled Rust binaries
# ✓ Sets up Cargo registry configuration
# ✓ Installs to ~/.cargo/bin
# ✓ Configures PATH for Cargo binaries
# ✓ Optional: Sets up WASM targets
# Verify installation
tsk --version
cargo --version
# Method 1: Quick install (recommended)
curl -sSL java.tuskt.sk | bash
# Method 2: Direct download
wget https://java.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Java
# What the installer does:
# ✓ Downloads JAR and native libraries
# ✓ Sets up Maven/Gradle repositories
# ✓ Configures CLASSPATH
# ✓ Creates shell wrapper script
# ✓ Optional: Android SDK integration
# Verify installation
tsk --version
java -cp "$(tsk --classpath)" org.tusklang.Version
# Method 1: Quick install (recommended)
curl -sSL csharp.tuskt.sk | bash
# Method 2: Direct download
wget https://csharp.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select C#
# What the installer does:
# ✓ Downloads .NET assemblies
# ✓ Sets up NuGet package sources
# ✓ Configures global tools
# ✓ Creates dotnet tool manifest
# ✓ Optional: Visual Studio integration
# Verify installation
tsk --version
dotnet --info
# Method 1: Quick install (recommended)
curl -sSL ruby.tuskt.sk | bash
# Method 2: Direct download
wget https://ruby.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Ruby
# What the installer does:
# ✓ Downloads Ruby gem and native extensions
# ✓ Sets up Bundler configuration
# ✓ Configures gem sources
# ✓ Installs CLI as system gem
# ✓ Optional: Rails generator integration
# Verify installation
tsk --version
gem list tusklang
# Method 1: Quick install (recommended)
curl -sSL bash.tuskt.sk | bash
# Method 2: Direct download
wget https://bash.tuskt.sk/dist/latest.tar.gz
tar -xzf latest.tar.gz && ./install.sh
# Method 3: Custom install wizard
# Visit https://init.tuskt.sk and select Bash
# What the installer does:
# ✓ Downloads pure Bash implementation
# ✓ Sets up shell functions and aliases
# ✓ Configures PATH and completion
# ✓ Creates portable script bundle
# ✓ POSIX compliance verification
# Verify installation
tsk --version
which tsk
🎛️ Custom Install Wizard
init.tuskt.sk - Beautiful web installer with:
- ✅ Language detection
- ✅ Environment analysis
- ✅ Custom configuration options
- ✅ Download verification
- ✅ Step-by-step guidance
🎯 What Makes TuskLang Revolutionary
🔥 Configuration Files That Actually DO Things
Forget static configuration. TuskLang configs are alive, intelligent, and connected to your entire infrastructure:
# This isn't just configuration - it's INTELLIGENT INFRASTRUCTURE
app_name: "TuskLang Production"
environment: @env("NODE_ENV", "development")
# Real-time auto-scaling based on actual metrics
scaling {
current_cpu: @query("SELECT AVG(cpu_percent) FROM metrics WHERE timestamp > NOW() - INTERVAL 5 MINUTE")
current_memory: @query("SELECT AVG(memory_percent) FROM metrics WHERE timestamp > NOW() - INTERVAL 5 MINUTE")
# Intelligent decisions based on real data
needed_workers: current_cpu > 80 || current_memory > 85 ? 10 : 5
scale_up_trigger: current_cpu > 90
}
# Dynamic pricing based on inventory and demand
pricing {
base_price: 99.99
current_stock: @query("SELECT quantity FROM inventory WHERE sku = 'PRODUCT_001'")
demand_factor: @query("SELECT COUNT(*) / 100.0 FROM page_views WHERE product_id = 'PRODUCT_001' AND timestamp > NOW() - INTERVAL 1 HOUR")
# Smart pricing algorithm
final_price: base_price * (current_stock < 10 ? 1.5 : 1.0) * (1.0 + demand_factor)
}
# Feature flags with A/B testing and machine learning
features {
# Database-driven feature flags
new_checkout: @query("SELECT enabled FROM feature_flags WHERE name = 'new_checkout_v2'")
# ML-optimized features that learn from user behavior
recommendation_engine: @learn("best_recommendation_algorithm", "collaborative_filtering")
ui_theme: @learn("optimal_ui_theme", "dark")
# Cached expensive computations
user_segments: @cache("10m", @query("SELECT user_id, segment FROM user_segmentation"))
}
# Performance monitoring and alerting
monitoring {
error_rate: @metrics("error_rate_5m", 0.01)
response_time: @metrics("avg_response_time_ms", 250)
# Auto-alert when things go wrong
alert_trigger: error_rate > 0.05 || response_time > 1000
# Self-healing configuration
cache_ttl: response_time > 500 ? "1m" : "5m"
rate_limit: error_rate > 0.03 ? 50 : 100
}
🤯 Your configuration files can now:
- Query databases in real-time
- Learn from user behavior with ML
- Auto-scale based on metrics
- Make intelligent decisions
- Cache expensive operations
- Monitor performance
- Trigger alerts
- Self-heal when problems occur
💡 Game-Changing Features
🎛️ Syntax Freedom
# Traditional INI-style
[database]
host: "localhost"
# JSON-like objects
server {
port: 8080
workers: 4
}
# XML-inspired
cache >
driver: "redis"
ttl: "5m"
<
**🗃️ Database Queries in Config **
# Query your database directly - this changes EVERYTHING!
user_limit: @query("SELECT max_users FROM plans WHERE active = 1")
feature_flags: @query("SELECT name, enabled FROM features WHERE user_id = ?", [user_id])
cache_size: @query("SELECT value FROM settings WHERE key = 'cache_size'")
# Real-time pricing based on inventory
product_price: @query("SELECT price * (CASE WHEN stock < 10 THEN 1.5 ELSE 1.0 END) FROM products WHERE sku = ?", ["TSK-001"])
# Auto-scaling based on current load
worker_count: @query("SELECT CEIL(AVG(cpu_usage) / 20) FROM server_metrics WHERE timestamp > NOW() - INTERVAL 5 MINUTE")
# Feature flags with A/B testing
show_new_ui: @query("SELECT enabled FROM ab_tests WHERE test_name = 'new_ui' AND user_segment = ?", [user_segment])
🔗 Cross-File Communication & peanut.tsk Magic
# peanut.tsk - Global configuration accessible everywhere
globals {
api_key: @env("API_KEY")
base_url: "https://api.tuskt.sk"
company: "TuskLang Corp"
}
# main.tsk - Reference globals from anywhere
api_endpoint: @global("base_url") + "/v2/users"
auth_header: "Bearer " + @global("api_key")
# worker.tsk - Cross-file references
main_config: @file("main.tsk")
database_config: @file("config/database.tsk")
api_url: main_config.api_endpoint + "/workers"
# Conditional file loading
environment: @env("NODE_ENV", "development")
env_config: @file("config/" + environment + ".tsk")
⚡ @ Operators - The Secret Sauce
# Environment variables with intelligent defaults
api_key: @env("API_KEY", "dev-key-12345")
debug: @env("DEBUG", false)
# Date/time operations
created_at: @date("Y-m-d H:i:s")
expires_at: @date("Y-m-d H:i:s", "+7 days")
cache_key: "data_" + @date("YmdHis")
# Intelligent caching - cache expensive operations
user_stats: @cache("5m", @query("SELECT COUNT(*) FROM users"))
api_response: @cache("30s", @http("GET", "https://external-api.com/data"))
# Machine learning optimization
optimal_workers: @optimize("worker_count", 4)
cache_size: @learn("optimal_cache_mb", 512)
# Metrics and monitoring
response_time: @metrics("avg_response_ms", 150)
error_rate: @metrics("error_percentage", 0.5)
# PHP code execution
server_memory: @php("memory_get_usage(true) / 1024 / 1024")
random_token: @php("bin2hex(random_bytes(16))")
# Smart conditionals
environment: @env("NODE_ENV", "development")
workers: environment == "production" ? 8 : 2
log_level: environment == "production" ? "error" : "debug"
ssl_enabled: environment != "development"
🚀 Executable Configuration (FUJSEN)
[payment]
process_fujsen: """
function process(amount, recipient) {
if (amount <= 0) throw new Error("Invalid amount");
return {
success: true,
transactionId: 'tx_' + Date.now(),
amount: amount,
recipient: recipient,
fee: amount * 0.025
};
}
"""
🏢 Real-World Use Cases
🎮 Game Development
[player]
health: 100
speed: 5.0
[combat]
damage_calc_fujsen: """
function calculateDamage(attack, defense, weapon) {
return Math.max(1, (attack * weapon.power) - (defense * 0.1));
}
"""
☁️ DevOps & CI/CD
[deploy]
environment: @env("DEPLOY_ENV", "staging")
region: @env("AWS_REGION", "us-west-2")
instance_count: @query("SELECT COUNT(*) FROM instances WHERE region = ?", $region)
[pipeline]
build_fujsen: """
function getBuildSteps(environment) {
const steps = ['test', 'build'];
if (environment === 'production') {
steps.push('security-scan', 'performance-test');
}
return steps;
}
"""
🌐 Microservices
[services]
auth_service: @service_discovery.tsk.get("auth", "endpoint")
user_service: @service_discovery.tsk.get("user", "endpoint")
payment_service: @service_discovery.tsk.get("payment", "endpoint")
[database]
connection_pool: @query("SELECT optimal_pool_size FROM performance_metrics LIMIT 1")
📊 Performance & Benchmarks
🏃♂️ Parsing Speed
Language | Files/Second | Memory Usage | Startup Time |
---|---|---|---|
Rust | 800,000 | 2MB | 1ms |
Go | 500,000 | 5MB | 5ms |
C# | 300,000 | 15MB | 50ms |
Java | 250,000 | 25MB | 100ms |
JavaScript | 200,000 | 20MB | 20ms |
💾 Memory Efficiency
- 50% less memory than equivalent YAML parsing
- Zero-copy parsing in Rust implementation
- WebAssembly support for browser environments
💀 F{CK JSON, F.CK ENV, F[CK YAML 💀
🤝 Community & Support
📞 Get Help
- 📧 Email: hi@tuskt.sk
- 🐛 Issues: GitHub Issues
- 📖 Docs: Official Documentation
🤝 Contributing
We welcome contributions! See our Contributing Guide to get started.
- 🐛 Found a bug? Open an issue
- 💡 Have an idea? Start a discussion
- 🔧 Want to code? Check open issues
🏆 Contributors
Thanks to our amazing contributors! See all contributors →
"Configuration with a Heartbeat" - The roadmap to making TuskLang the universal configuration standard
📅 Overview
This roadmap outlines the next 50 critical features and improvements for TuskLang, focusing on completing the ecosystem, enhancing enterprise capabilities, and ensuring production readiness across all supported languages.
Last Updated: July 13 2025
Version: 2.0 Roadmap
🥜 Phase 1: Universal .pnt Support (Q3 2025)
Missing .pnt Support (1-9)
The peanut (.pnt) binary compilation system currently exists only in PHP. This phase brings the same performance benefits to all SDKs.
-
1. JavaScript SDK - Add .pnt binary compilation
- Implement
PeanutConfig
class with Node.js binary support - Target: 85% performance improvement over text parsing
- Binary format: MessagePack or custom binary protocol
- Implement
-
2. Python SDK - Add .pnt binary compilation
- Create
peanut_config.py
with pickle/msgpack support - Hierarchical directory walking with pathlib
- Match PHP's 85% performance gain
- Create
-
3. Go SDK - Add .pnt binary compilation
- Implement
peanut
package with encoding/gob - Concurrent compilation support
- Zero-allocation parsing for maximum performance
- Implement
-
4. Rust SDK - Add .pnt binary compilation
- Zero-copy binary format with serde
- WASM compilation support
- Fastest implementation target
-
5. Java SDK - Add .pnt binary compilation
-
PeanutConfig
class with custom serialization - JIT compilation benefits
- Spring Boot integration
-
-
6. C# SDK - Add .pnt binary compilation
- .NET binary serialization
- AOT compilation support
- MSBuild task integration
-
7. Ruby SDK - Add .pnt binary compilation
- Marshal format for binary storage
- Rails asset pipeline integration
- MRI and JRuby support
-
8. Bash SDK - Add .pnt binary compilation
- Binary format reader in pure bash
- Fallback to text mode
- POSIX compliance
-
9. Cross-Language .pntb Specification
- Unified binary format specification
- Version compatibility matrix
- Migration tools between formats
📦 Phase 2: Package Registry & Distribution (Q3 2025)
Package Management Infrastructure (10-20)
Establish TuskLang as a first-class citizen in all major package ecosystems.
-
10. Package Registry - Build tuskt.sk/packages
- Central registry for TuskLang packages
- Version management and dependency resolution
- CDN distribution with global edge nodes
-
11. npm - JavaScript SDK publication
- Official @tusklang/core package
- TypeScript definitions included
- Weekly release cycle
-
12. PyPI - Python SDK publication
- tusklang package with wheels
- Python 3.8+ support
- Type hints included
-
13. pkg.go.dev - Go SDK listing
- github.com/cyber-boost/tusktsk module
- Comprehensive godoc
- Example code included
-
14. crates.io - Rust SDK publication
- tusklang crate
- no_std support
- WASM target included
-
15. Maven Central - Java SDK release
- org.tusklang:tusklang artifact
- Gradle and Maven support
- Android compatibility
-
16. NuGet - C# SDK publication
- TuskLang package
- .NET Standard 2.0+
- Source Link support
-
17. RubyGems - Ruby SDK release
- tusklang gem
- Ruby 2.7+ support
- Rails generator included
-
18. Package Signing - Security infrastructure
- GPG signing for all packages
- Reproducible builds
- Supply chain security
-
19. Analytics - Download tracking
- Anonymous usage statistics
- Popular package identification
- Trend analysis
-
20. Security Scanning - Package validation
- Automated vulnerability scanning
- License compliance checking
- Dependency audit reports
🚀 Phase 3: Advanced @ Operators (Q3 2025)
Missing @ Operators Across SDKs (21-30)
Extend TuskLang's @ operator system with modern integration patterns.
-
21. @graphql - GraphQL query support
users: @graphql("{ users { id name email } }")
-
22. @grpc - gRPC service calls
service_response: @grpc("UserService.GetUser", {"id": 123})
-
23. @websocket - WebSocket connections
live_data: @websocket("wss://api.example.com/stream")
-
24. @sse - Server-Sent Events
events: @sse("https://api.example.com/events")
-
25. @nats - NATS messaging
message_queue: @nats("orders.new", "subscribe")
-
26. @amqp - RabbitMQ support
queue_depth: @amqp("queue.stats", "orders")
-
27. @kafka - Kafka streaming
stream_offset: @kafka("topic", "consumer-group")
-
28. @temporal - Workflow integration
workflow_status: @temporal("OrderWorkflow", "status")
-
29. @vault - HashiCorp Vault secrets
api_key: @vault("secret/data/api", "key")
-
30. @consul - Service discovery
service_url: @consul("api-service", "healthy")
🏢 Phase 4: Enterprise Features (Q4 2025)
Enterprise-Grade Capabilities (31-40)
Features required for Fortune 500 adoption.
-
31. SAML Authentication
- Single Sign-On support
- Multiple IdP compatibility
- Attribute mapping
-
32. OAuth2/OIDC Integration
- Standard OAuth2 flows
- PKCE support
- Token management
-
33. Audit Logging
- Compliance-ready logs
- Tamper-proof storage
- Retention policies
-
34. FIPS 140-2 Mode
- Certified cryptography
- Compliance documentation
- Validation tools
-
35. SOC2 Features
- Control implementation
- Evidence collection
- Automated reporting
-
36. GDPR Compliance
- Data anonymization
- Right to deletion
- Consent management
-
37. Multi-tenancy
- Isolated configurations
- Resource quotas
- Tenant management
-
38. RBAC System
- Fine-grained permissions
- Role hierarchies
- Dynamic policies
-
39. Enterprise Licensing
- Seat management
- Usage tracking
- License compliance
-
40. SLA Monitoring
- Uptime tracking
- Performance metrics
- Automated alerts
🛠️ Phase 5: Production Infrastructure (Q1 2026)
Cloud-Native & Observability (41-50)
Production-ready infrastructure and monitoring.
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41. Kubernetes Operator
- ConfigMap management
- Secret rotation
- CRD support
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42. Helm Charts
- Production-ready charts
- Value templating
- Multi-environment support
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43. Terraform Provider
- Resource management
- State tracking
- Import support
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44. CloudFormation
- AWS native templates
- Custom resources
- Stack management
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45. Azure ARM Templates
- Azure Resource Manager
- Bicep support
- Policy compliance
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46. Google Deployment Manager
- GCP native configs
- Type providers
- Composite types
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47. Datadog Integration
- Custom metrics
- APM tracing
- Log correlation
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48. New Relic Integration
- Performance monitoring
- Error tracking
- Custom dashboards
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49. PagerDuty Alerts
- Incident management
- Escalation policies
- On-call scheduling
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50. Grafana Dashboards
- Metric visualization
- Alert rules
- Template variables
📊 Success Metrics
Phase 1 Success (Q3 2025)
- All 9 languages support .pnt binary compilation
- 85% performance improvement achieved
- Cross-language compatibility verified
Phase 2 Success (Q3 2025)
- Published to all major package managers
- 10,000+ downloads in first month
- Security scanning operational
Phase 3 Success (Q3 2025)
- All @ operators implemented
- Integration tests passing
- Documentation complete
Phase 4 Success (Q4 2025)
- Enterprise pilot programs
- SOC2 Type 1 achieved
- 5 Fortune 500 evaluations
Phase 5 Success (Q1 2026)
- Production deployments
- 99.9% uptime achieved
- Full observability stack
🤝 Contributing
We welcome contributions! Priority areas:
- @ operator plugins
- Integration examples
- Performance optimizations
📜 License
TuskLang is licensed under the Balanced Benefit License (BBL). See license.html for details or read the full BBL Software License.
Ready to break free from configuration constraints?
📥 Download TuskLang • 📖 Read the Docs • 🌐 Website
Choose your syntax. Query your data. Execute your logic.
Built by Bernie Gengel and his Beagle Buddy