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OTP Supervisor Educational Platform

A comprehensive, production-grade educational platform for learning OTP (Open Telecom Platform) supervision concepts through hands-on experimentation and real-time visualization.

Overview

This project provides an advanced learning environment for OTP concepts, combining theoretical knowledge with practical implementation. Built with Phoenix LiveView, it offers:

Supervisors - Interactive Management Interactive supervisor management dashboard with real-time visualization

System Dashboard - Real-time Monitoring System-wide monitoring interface with analytics and health metrics

Arsenal - Operations Dashboard Advanced operations dashboard for OTP process management and debugging

Documentation - Learning Resources Comprehensive documentation and educational resources for OTP concepts

  • πŸ”¬ Interactive Sandbox Environments - Isolated experimentation without system risk
  • πŸ“Š Real-time Analytics - Production-grade telemetry and monitoring systems
  • 🎯 Educational Focus - Progressive complexity with comprehensive documentation
  • ⚑ Live Visualization - Dynamic supervision tree updates and process management
  • πŸ› οΈ Advanced Tooling - Message tracing, process introspection, and system analysis
  • πŸ—οΈ Production Patterns - Real-world OTP design patterns and best practices

πŸš€ Quick Start

mix setup                    # Install dependencies and setup database
mix phx.server              # Start server β†’ http://localhost:4000
# OR
iex -S mix phx.server       # Start with interactive console

Key Interfaces

  • /supervisors - Interactive supervisor management dashboard
  • /system - System-wide analytics and monitoring
  • /api/v1/* - RESTful API for programmatic access

πŸ”§ Developer Status & Distributed Development

Current Implementation Status

βœ… Completed Features:

  • Distributed tooling foundation with mode switching
  • Single-node simulator for development without real cluster
  • Cluster state manager with real-time topology tracking
  • Distributed Arsenal operations (ClusterHealth, NodeInfo, ClusterTopology, ProcessList)
  • Comprehensive test suite with proper OTP synchronization

🚧 In Progress:

  • Horde-specific Arsenal operations
  • Enhanced existing Arsenal operations for distributed support
  • Distributed sandbox management system

Distributed Development Setup

Option 1: Single Node with Simulation (Recommended for Development)

# Start the server normally - simulation mode is enabled by default
mix phx.server
# OR with interactive console
iex -S mix phx.server

Option 2: Multi-Node Cluster Setup

# Terminal 1: Start primary node
./scripts/start_node1.sh
# This runs: iex --sname superlearner1 --cookie secret_cluster_cookie -S mix phx.server
# Web interface: http://localhost:4000

# Terminal 2: Start secondary node (if needed)
./scripts/start_node2.sh
# This runs: iex --sname superlearner2 --cookie secret_cluster_cookie -S mix

Testing Distributed Features

From IEx Console (when running ./scripts/start_node1.sh):

# Check cluster status
Node.list()                                    # List connected nodes
Node.self()                                    # Current node name

# Test distributed tooling
OTPSupervisor.Distributed.ToolManager.get_mode()           # Current mode
OTPSupervisor.Distributed.ToolManager.get_cluster_status() # Cluster info

# Test cluster state management
OTPSupervisor.Distributed.ClusterStateManager.get_cluster_topology()
OTPSupervisor.Distributed.ClusterStateManager.get_process_distribution()

# Test single-node simulation
OTPSupervisor.Distributed.SingleNodeSimulator.simulation_enabled?()
OTPSupervisor.Distributed.SingleNodeSimulator.enable_simulation(3)
OTPSupervisor.Distributed.SingleNodeSimulator.get_simulated_topology()

Example Output from Real Multi-Node Test:

iex(superlearner1@U2401)> Node.connect(:"superlearner2@U2401")
[info] Node joined cluster: superlearner2@U2401
true

iex(superlearner1@U2401)> Node.list()
[:superlearner2@U2401]

iex(superlearner1@U2401)> OTPSupervisor.Distributed.ToolManager.get_cluster_status()
%{
  nodes: [:superlearner1@U2401, :superlearner2@U2401],
  mode: :multi_node,
  connected_nodes: [:superlearner2@U2401],
  current_node: :superlearner1@U2401,
  tools: []
}

iex(superlearner1@U2401)> OTPSupervisor.Distributed.ClusterStateManager.get_cluster_topology()
%{
  nodes: [:superlearner1@U2401, :superlearner2@U2401],
  connected_nodes: [:superlearner2@U2401],
  current_node: :superlearner1@U2401,
  total_nodes: 2,
  cluster_name: :superlearner_cluster,
  formation_time: ~U[2025-07-15 01:27:17.152676Z]
}

iex(superlearner1@U2401)> OTPSupervisor.Distributed.ClusterStateManager.get_process_distribution()
%{
  superlearner1@U2401: [#PID<0.0.0>, #PID<0.1.0>, ...], # 598 processes
  superlearner2@U2401: [#PID<27148.0.0>, #PID<27148.1.0>, ...] # Similar count
}

From Command Line (test distributed Arsenal operations):

# Test cluster health endpoint
curl http://localhost:4000/api/v1/cluster/health

# Test cluster topology
curl http://localhost:4000/api/v1/cluster/topology

# Test node information (replace with actual node name)
curl http://localhost:4000/api/v1/cluster/nodes/superlearner1@U2401/info

# Test distributed process list
curl http://localhost:4000/api/v1/cluster/processes

Example JSON Response from Cluster Health:

{
  "data": {
    "overall_status": "healthy",
    "partition_status": "healthy",
    "nodes_total": 2,
    "nodes_healthy": 2,
    "nodes_unhealthy": 0,
    "cluster_uptime": "37s",
    "node_statuses": {
      "superlearner1@U2401": {
        "status": "up",
        "health_score": 100,
        "cpu_status": "normal",
        "memory_status": "normal",
        "issues": []
      },
      "superlearner2@U2401": {
        "status": "up", 
        "health_score": 100,
        "cpu_status": "normal",
        "memory_status": "normal",
        "issues": []
      }
    },
    "performance_metrics": {
      "total_processes": 1194,
      "memory_usage": {
        "superlearner1@U2401": {"total": 86914960, "processes": 24422864},
        "superlearner2@U2401": {"total": 86401672, "processes": 24214256}
      }
    },
    "recommendations": []
  },
  "success": true,
  "timestamp": "2025-07-15T01:27:54.227947Z"
}

Development Commands for Distributed Features

Testing & Quality Assurance

# Run distributed-specific tests
mix test test/otp_supervisor/distributed/

# Run all tests
mix test

# Check for compiler warnings and dialyzer issues
mix compile --warnings-as-errors
mix dialyzer

# Format code
mix format

Debugging Distributed Issues

# Check Erlang statistics (useful for understanding system behavior)
mix run -e "IO.inspect(:erlang.statistics(:reductions)); IO.inspect(:erlang.statistics(:io)); IO.inspect(:erlang.statistics(:garbage_collection)); IO.inspect(:erlang.statistics(:run_queue))"

# Start with debugging enabled
MIX_ENV=dev LOG_LEVEL=debug ./scripts/start_node1.sh

Cluster Management Scripts

# Check cluster status
./scripts/cluster_status.sh

# Stop nodes gracefully
./scripts/stop_node1.sh
./scripts/stop_node2.sh

# Kill processes on specific ports (if needed)
./scripts/kill_beam_on_port.sh 4000

Distributed Architecture Overview

Distributed Development Tooling
β”œβ”€β”€ ToolManager                    # Central coordinator for distributed tools
β”œβ”€β”€ SingleNodeSimulator           # Development mode simulation
β”œβ”€β”€ ClusterStateManager           # Real-time cluster topology tracking
└── Arsenal Operations
    β”œβ”€β”€ ClusterHealth             # GET /api/v1/cluster/health
    β”œβ”€β”€ ClusterTopology           # GET /api/v1/cluster/topology  
    β”œβ”€β”€ NodeInfo                  # GET /api/v1/cluster/nodes/:node/info
    └── ProcessList               # GET /api/v1/cluster/processes

Configuration Notes

  • LibCluster: Configured for automatic node discovery
  • Horde: Available for distributed process registry and supervision
  • Simulation Mode: Automatically enabled in single-node development
  • Multi-Node Mode: Automatically detected when nodes connect

πŸ§ͺ Distributed Test Infrastructure

For comprehensive distributed testing capabilities, see:

Quick Test Commands

# Professional distributed test cluster management
mix cluster.test status          # Check cluster status
mix cluster.test start           # Start test cluster
mix cluster.test health          # Comprehensive health check
mix cluster.test run             # Full automated test cycle
mix cluster.test stop            # Stop cluster

# Run distributed tests
mix test --only real_nodes       # Real multi-node tests
mix test --only simulation       # Simulation-based tests

Key Features:

  • βœ… Automated Cluster Management - No more manual server scripts
  • βœ… Robust Error Handling - Addresses all distributed Erlang startup issues
  • βœ… Code Synchronization - Prevents testing against stale code
  • βœ… Health Monitoring - Comprehensive cluster validation
  • βœ… Professional Tooling - Production-grade CLI interface

πŸ“‹ Essential Commands

Development & Testing

# Server Management
mix phx.server              # Start Phoenix server
iex -S mix phx.server       # Start with IEx console
mix test                    # Run comprehensive test suite
mix test --cover            # Run tests with coverage analysis

# Code Quality
mix format                  # Format code
mix compile --warnings-as-errors
mix dialyzer               # Static analysis (if configured)

# Database
mix ecto.setup             # Setup database
mix ecto.migrate           # Run migrations

Interactive Console (IEx)

# Supervisor Management
Control.list_supervisors()                    # List all supervisors
Control.get_supervision_tree(:demo_one_for_one) # Inspect hierarchy

# Process Management  
Control.list_all_processes()                  # System process overview
Control.kill_process(pid)                     # Safe process termination
Control.get_process_info(pid)                 # Process introspection

# Sandbox Operations
SandboxManager.create_sandbox("test", TestDemoSupervisor)
SandboxManager.list_sandboxes()               # Active sandboxes
SandboxManager.destroy_sandbox("test")        # Cleanup

# Analytics
AnalyticsServer.get_restart_history(sup_pid)  # Restart analytics
AnalyticsServer.get_failure_rate(sup_pid)     # Failure rate analysis

# Message Tracing
MessageTracer.trace_messages(pid)             # Start tracing
MessageTracer.get_message_history(pid)        # Retrieve messages
MessageTracer.stop_tracing(pid)               # Stop tracing

πŸ—οΈ Architecture

System Overview

OtpSupervisor.Application (Root Supervisor)
β”œβ”€β”€ OtpSupervisorWeb.Telemetry        # Web metrics and monitoring
β”œβ”€β”€ Phoenix.PubSub                    # Real-time communication
β”œβ”€β”€ Registry (TracerRegistry)         # Message tracer management
β”œβ”€β”€ AnalyticsServer                   # Supervisor monitoring system
β”œβ”€β”€ SandboxManager                    # Isolated testing environments
β”œβ”€β”€ OtpSupervisorWeb.Endpoint        # Phoenix web endpoint
└── DemoSupervisor                    # Educational examples

Core Components

1. Control Module (lib/otp_supervisor/core/control.ex)

Central API hub providing comprehensive OTP process management:

Key Capabilities:

  • Process Discovery: List and classify all system processes
  • Supervisor Management: Deep inspection of supervision hierarchies
  • Safe Termination: Controlled process killing with proper cleanup
  • System Analysis: Process topology mapping and relationship analysis
  • Educational Tools: Functions designed for learning OTP patterns

API Highlights:

# Process Management
Control.list_supervisors()              # All supervisors with metadata
Control.get_supervision_tree(sup)       # Complete hierarchy inspection
Control.kill_process(pid)               # Safe process termination
Control.get_process_info(pid)           # Comprehensive process details

# System Analysis  
Control.list_all_processes()            # System-wide process overview
Control.build_process_graph()           # Visual topology mapping
Control.get_process_state(pid)          # GenServer state inspection
Control.detect_system_anomalies()       # Automated health analysis

2. Analytics Server (lib/otp_supervisor/core/analytics_server.ex)

Production-grade monitoring system for supervisor behavior analysis:

Implementation Details:

  • Process Monitoring Approach: Uses PID change detection for restart tracking
  • Bounded Storage: Maintains last 1000 events per supervisor
  • Real-time Analytics: Failure rates, trend analysis, and health metrics
  • Zero External Dependencies: Pure OTP implementation

Key Features:

# Supervisor Registration & Monitoring
AnalyticsServer.register_supervisor(pid, name)
AnalyticsServer.establish_baseline(pid)

# Analytics & Reporting
AnalyticsServer.get_restart_history(pid)         # Historical restart data
AnalyticsServer.get_failure_rate(pid, window)    # Time-windowed analysis
AnalyticsServer.get_all_supervisor_stats()       # System-wide statistics

# Synchronization (for testing)
AnalyticsServer.sync(pid)                        # Force immediate scan

3. Sandbox Manager (lib/otp_supervisor/core/sandbox_manager.ex)

Isolated experimentation platform for safe OTP learning:

Production Patterns:

  • Dynamic Supervisor Creation: Unique naming and resource isolation
  • ETS-based Fast Lookup: O(1) sandbox metadata access
  • Automatic Cleanup: Process monitoring with graceful shutdown
  • Resource Management: Proper supervisor lifecycle with unlinking

Sandbox Operations:

# Sandbox Lifecycle
SandboxManager.create_sandbox(id, module, opts)  # Create isolated environment
SandboxManager.restart_sandbox(id)               # Full restart with config preservation
SandboxManager.destroy_sandbox(id)               # Graceful cleanup

# Introspection
SandboxManager.list_sandboxes()                  # All active sandboxes
SandboxManager.get_sandbox_info(id)              # Detailed sandbox metadata
SandboxManager.get_sandbox_pid(id)               # Direct PID access

4. Message Tracer (lib/otp_supervisor/core/message_tracer.ex)

Advanced debugging system for OTP message flow analysis:

Technical Implementation:

  • Erlang Trace Integration: Low-overhead system tracing
  • Registry-based Management: Automatic tracer cleanup
  • Pattern Analysis: Message flow statistics and debugging insights
  • Educational Focus: Demonstrates proper OTP debugging techniques

Tracing Operations:

# Message Tracing
MessageTracer.trace_messages(pid, opts)          # Start comprehensive tracing
MessageTracer.get_message_history(pid)           # Retrieve captured messages
MessageTracer.analyze_message_patterns(msgs)     # Pattern analysis
MessageTracer.stop_tracing(pid)                  # Clean shutdown

πŸ“ Project Structure

lib/
β”œβ”€β”€ otp_supervisor.ex                    # Main application module
β”œβ”€β”€ otp_supervisor/
β”‚   β”œβ”€β”€ application.ex                   # OTP application & supervision tree
β”‚   β”œβ”€β”€ core/                           # Core OTP functionality
β”‚   β”‚   β”œβ”€β”€ control.ex                  # Central process management API
β”‚   β”‚   β”œβ”€β”€ analytics_server.ex         # Production-grade monitoring
β”‚   β”‚   β”œβ”€β”€ sandbox_manager.ex          # Isolated testing environments
β”‚   β”‚   └── message_tracer.ex           # Advanced debugging tools
β”‚   └── sandbox/                        # Educational examples
β”‚       β”œβ”€β”€ supervisors/
β”‚       β”‚   └── demo_supervisor.ex      # Main educational supervisor
β”‚       β”œβ”€β”€ test_demo_supervisor.ex     # Isolated testing supervisor
β”‚       └── workers/                    # Example worker processes
β”‚           β”œβ”€β”€ counter.ex              # Stateful GenServer example
β”‚           └── printer.ex              # Message processing example
β”œβ”€β”€ otp_supervisor_web.ex               # Phoenix web module
└── otp_supervisor_web/                 # Web interface
    β”œβ”€β”€ components/                     # Reusable LiveView components
    β”œβ”€β”€ controllers/api/v1/             # RESTful API endpoints
    β”œβ”€β”€ live/                          # LiveView interfaces
    β”‚   β”œβ”€β”€ supervisor_live.ex         # Supervisor management dashboard
    β”‚   └── system_dashboard_live.ex   # System-wide monitoring
    └── telemetry.ex                   # Web telemetry configuration

Test Architecture

test/
β”œβ”€β”€ otp_supervisor/
β”‚   β”œβ”€β”€ core/                          # Core functionality tests
β”‚   β”‚   β”œβ”€β”€ control_test.exs           # Process management API
β”‚   β”‚   β”œβ”€β”€ analytics_server_test.exs  # Real monitoring system tests
β”‚   β”‚   β”œβ”€β”€ sandbox_manager_test.exs   # Sandbox isolation tests
β”‚   β”‚   └── message_tracer_test.exs    # Tracing functionality
β”‚   └── sandbox/                       # Worker behavior tests
β”‚       β”œβ”€β”€ test_demo_supervisor_test.exs
β”‚       └── workers/
β”œβ”€β”€ otp_supervisor_web/                # Web interface tests
β”‚   β”œβ”€β”€ live/                         # LiveView integration tests
β”‚   └── controllers/api/v1/           # API endpoint tests
└── support/
    └── supervisor_test_helper.ex      # Advanced test utilities

🎯 Educational Features

1. Progressive Learning Path

The platform is designed for step-by-step OTP mastery:

  1. Basic Concepts: Start with supervision tree visualization
  2. Process Lifecycle: Experiment with process killing and restart behavior
  3. Advanced Patterns: Explore different supervision strategies
  4. Debugging Techniques: Use message tracing for system analysis
  5. Production Practices: Study real-world implementation patterns

2. Supervision Strategies Demonstrated

One-for-One Strategy (:one_for_one):

  • Failed child restarted individually
  • Other children unaffected
  • Most common production pattern

One-for-All Strategy (:one_for_all):

  • All children restarted when one fails
  • Used when children are interdependent
  • Ensures consistent system state

Rest-for-One Strategy (:rest_for_one):

  • Failed child and subsequent children restarted
  • Maintains startup order dependencies
  • Useful for pipeline architectures

3. Interactive Learning Tools

Sandbox Environments:

  • Isolated testing without system impact
  • Concurrent experiment support
  • Automatic resource cleanup
  • Configuration preservation across restarts

Real-time Visualization:

  • Dynamic supervision tree updates
  • Process state change monitoring
  • Interactive process management
  • Live system health metrics

Advanced Analytics:

  • Restart pattern analysis
  • Failure rate calculations
  • System anomaly detection
  • Performance trend monitoring

🌐 Web Interface

Supervisor Dashboard (/supervisors)

Interactive supervisor management interface:

  • Real-time supervision tree visualization
  • Process killing with immediate feedback
  • Live restart counter updates
  • Process detail inspection
  • Bulk operations support

System Dashboard (/system)

System-wide monitoring and analytics:

  • Process count and health metrics
  • Anomaly detection alerts
  • System topology visualization
  • Performance analytics
  • Export capabilities (JSON/CSV)

API Endpoints (/api/v1/)

Comprehensive RESTful API with Arsenal Operations:

Arsenal Operations (Dynamic API)

# Process Information & Control
GET    /api/v1/processes/:pid/info          # Get comprehensive process information (Arsenal)
DELETE /api/v1/processes/:pid               # Kill/terminate process (Arsenal)
POST   /api/v1/processes/:pid/message       # Send message to process (Arsenal)
POST   /api/v1/processes/:pid/trace         # Start process tracing (Arsenal)

# Supervisor Management
GET    /api/v1/supervisors                  # List all supervisors with metadata (Arsenal)

Traditional API Endpoints

# Process Management
GET    /api/v1/processes                    # List all processes (with pagination & filtering)
GET    /api/v1/processes/:pid/state         # Get GenServer internal state
GET    /api/v1/processes/:pid/messages      # Get captured message history
DELETE /api/v1/processes/:pid/trace         # Stop message tracing

# Supervisor Operations  
GET    /api/v1/supervisors/:name            # Get supervisor details & children
GET    /api/v1/supervisors/:name/analytics  # Get supervisor performance metrics
PUT    /api/v1/supervisors/:name/strategy   # Change supervision strategy
POST   /api/v1/supervisors/:name/simulate-failure # Simulate failures

# System Analysis
GET    /api/v1/system/health                # System health metrics & status
GET    /api/v1/system/graph                 # Process relationship graph
GET    /api/v1/system/bottlenecks           # Identify system bottlenecks
GET    /api/v1/system/anomalies             # Detect system anomalies

Arsenal Documentation

# Arsenal Metadata
GET    /api/v1/arsenal/docs                 # OpenAPI documentation for Arsenal operations
GET    /api/v1/arsenal/operations           # List all available Arsenal operations

πŸ§ͺ Testing & Quality

Comprehensive Test Coverage

The project maintains production-grade test coverage with multiple testing strategies:

Test Categories:

  • Unit Tests: Individual module functionality
  • Integration Tests: Cross-module interaction
  • LiveView Tests: Web interface behavior
  • Property Tests: Edge case validation
  • Performance Tests: System scalability

Advanced Test Patterns:

# Proper OTP Synchronization (no Process.sleep)
test "supervisor restart behavior" do
  pid = start_supervised_child()
  ref = Process.monitor(pid)
  Process.exit(pid, :kill)
  
  # Wait for actual termination
  receive do
    {:DOWN, ^ref, :process, ^pid, _} -> :ok
  after 1000 -> flunk("Process did not terminate")
  end
  
  # Verify restart occurred
  assert Process.whereis(:child) != pid
end

Test Infrastructure Highlights

  • Zero Sleep Dependencies: Uses proper OTP synchronization
  • Sandbox Isolation: Prevents test interference
  • Resource Cleanup: Automatic test environment reset
  • Educational Value: Tests demonstrate OTP best practices
# Test Execution
mix test                            # Full test suite
mix test --cover                    # Coverage analysis
mix test test/path/specific_test.exs # Individual test files
mix test --trace                    # Detailed test output

πŸ”§ Advanced Configuration

Analytics Configuration

# config/config.exs
config :otp_supervisor, OTPSupervisor.Core.AnalyticsServer,
  scan_interval: 2000,              # Supervisor scan frequency
  max_events_per_supervisor: 1000,  # Event history limit
  enable_detailed_logging: true     # Debug information

Sandbox Configuration

# Sandbox creation with custom options
SandboxManager.create_sandbox("test", TestDemoSupervisor,
  strategy: :one_for_all,           # Supervision strategy
  max_restarts: 5,                  # Restart intensity
  max_seconds: 60,                  # Restart period
  custom_config: %{key: "value"}    # Application-specific config
)

Message Tracing Configuration

# Advanced tracing options
MessageTracer.trace_messages(pid,
  message_limit: 1000,              # Maximum captured messages
  pattern_matching: true,           # Enable pattern analysis
  include_system_messages: false,   # Filter system messages
  auto_cleanup: true                # Automatic cleanup on process death
)

πŸŽ“ Learning Resources

OTP Concepts Demonstrated

  • Supervision Trees: Hierarchical fault tolerance
  • Let-It-Crash Philosophy: Embracing failure for robustness
  • Process Linking vs Monitoring: Bidirectional vs unidirectional coupling
  • GenServer Patterns: Stateful server process implementation
  • Registry Usage: Process discovery and naming strategies
  • Application Architecture: Proper OTP application structure

Production Patterns Illustrated

  • Graceful Degradation: System behavior under failure
  • Resource Management: Bounded data structures and cleanup
  • Performance Monitoring: Low-overhead system introspection
  • Fault Isolation: Preventing cascade failures
  • Configuration Management: Runtime reconfiguration patterns

Recommended Learning Sequence

  1. Foundation: Explore supervision tree visualization
  2. Experimentation: Kill processes and observe restart behavior
  3. Analysis: Use message tracing to understand communication
  4. Implementation: Study source code for pattern understanding
  5. Practice: Create custom supervisors using learned patterns
  6. Mastery: Implement production-grade OTP applications

πŸ“Š Performance & Production Readiness

Performance Characteristics

  • Minimal Overhead: Analytics system designed for production use
  • Bounded Resources: Automatic cleanup prevents memory leaks
  • Efficient Monitoring: O(1) lookups with ETS tables
  • Scalable Architecture: Handles large supervision trees

Production Features

  • Comprehensive Error Handling: Graceful degradation under all conditions
  • Resource Cleanup: Automatic management of system resources
  • Configuration Hot-Reload: Runtime configuration updates
  • Monitoring Integration: Built-in metrics and health checks

🀝 Development & Contributing

Prerequisites

  • Elixir: 1.14+ (OTP 24+)
  • Phoenix: 1.7+
  • PostgreSQL: For session storage and development
  • Node.js: For asset compilation

Development Setup

git clone <repository>
cd otp_supervisor
mix deps.get                        # Install Elixir dependencies
mix ecto.setup                      # Setup database
npm install --prefix assets         # Install Node.js dependencies
mix phx.server                      # Start development server

Code Quality Standards

  • Documentation: Comprehensive module and function documentation
  • Testing: All new features require test coverage
  • Performance: Consider performance impact of new features
  • Educational Value: Code should demonstrate OTP best practices

Contributing Guidelines

  1. Fork & Branch: Create feature branches from main
  2. Test Coverage: Ensure all new code has corresponding tests
  3. Documentation: Update README and module docs as needed
  4. Code Review: Submit pull requests for review
  5. Educational Focus: Maintain the platform's learning objectives

This platform represents a sophisticated, production-ready educational tool for mastering OTP supervision concepts through hands-on experimentation and real-world pattern implementation.