🦀 🦀 TuskLang Rust Troubleshooting Guide

Rust Documentation

🦀 TuskLang Rust Troubleshooting Guide

"We don't bow to any king" - Rust Edition

Master troubleshooting for TuskLang Rust applications. From common errors to performance issues, from debugging techniques to recovery strategies - learn how to diagnose and resolve problems quickly and effectively.

🔍 Common Error Patterns

Parsing Errors

use tusklang_rust::{parse, Parser};
use std::error::Error;

#[tokio::main] async fn troubleshoot_parsing_errors() -> Result<(), Box<dyn Error>> { println!("🔍 Troubleshooting Parsing Errors..."); let mut parser = Parser::new(); // 1. Syntax Error - Missing closing bracket println!("1. Testing syntax error handling..."); let invalid_tsk = r#" [app name: "TestApp" version: "1.0.0" "#; match parser.parse(invalid_tsk).await { Ok(_) => println!("❌ Should have failed - missing closing bracket"), Err(e) => { println!("✅ Correctly caught syntax error: {}", e); // Provide helpful error message if e.to_string().contains("unexpected end of input") { println!("💡 Tip: Check for missing closing brackets or quotes"); } } } // 2. Type Error - Invalid data type println!("2. Testing type error handling..."); let type_error_tsk = r#" [config] port: "not_a_number" enabled: "not_a_boolean" "#; match parser.parse(type_error_tsk).await { Ok(data) => { // Try to access with wrong type match data["config"]["port"].as_u64() { Some(_) => println!("❌ Should have failed - string cannot be converted to number"), None => println!("✅ Correctly handled type conversion error"), } } Err(e) => println!("✅ Caught type error: {}", e), } // 3. Variable Reference Error println!("3. Testing variable reference error handling..."); let var_error_tsk = r#" [config] name: $undefined_variable value: ${another_undefined} "#; match parser.parse(var_error_tsk).await { Ok(_) => println!("❌ Should have failed - undefined variables"), Err(e) => { println!("✅ Correctly caught variable reference error: {}", e); println!("💡 Tip: Define variables before using them with $ syntax"); } } // 4. @ Operator Error println!("4. Testing @ operator error handling..."); let operator_error_tsk = r#" [config] api_key: @env("MISSING_API_KEY") database_url: @query("SELECT * FROM nonexistent_table") "#; match parser.parse(operator_error_tsk).await { Ok(data) => { println!("✅ Parsed successfully, but @ operators may have issues"); // Check if @ operators resolved correctly let api_key = data["config"]["api_key"].as_str().unwrap_or(""); if api_key.is_empty() { println!("⚠️ Environment variable MISSING_API_KEY not found"); } } Err(e) => println!("✅ Caught @ operator error: {}", e), } Ok(()) }

Database Connection Errors

use tusklang_rust::{parse, Parser, adapters::postgresql::{PostgreSQLAdapter, PostgreSQLConfig}};
use std::time::Duration;

#[tokio::main] async fn troubleshoot_database_errors() -> Result<(), Box<dyn std::error::Error>> { println!("🗄️ Troubleshooting Database Errors..."); let mut parser = Parser::new(); // 1. Connection Timeout println!("1. Testing connection timeout handling..."); let timeout_config = PostgreSQLConfig { host: "nonexistent-host".to_string(), port: 5432, database: "testdb".to_string(), user: "postgres".to_string(), password: "password".to_string(), ssl_mode: "disable".to_string(), }; match PostgreSQLAdapter::new_with_timeout(timeout_config, Duration::from_secs(5)).await { Ok(_) => println!("❌ Should have failed - host doesn't exist"), Err(e) => { println!("✅ Correctly caught connection timeout: {}", e); println!("💡 Tip: Check hostname, port, and network connectivity"); } } // 2. Authentication Error println!("2. Testing authentication error handling..."); let auth_config = PostgreSQLConfig { host: "localhost".to_string(), port: 5432, database: "testdb".to_string(), user: "wrong_user".to_string(), password: "wrong_password".to_string(), ssl_mode: "disable".to_string(), }; match PostgreSQLAdapter::new(auth_config).await { Ok(_) => println!("⚠️ Authentication succeeded (unexpected)"), Err(e) => { println!("✅ Correctly caught authentication error: {}", e); println!("💡 Tip: Verify username and password"); } } // 3. Query Error println!("3. Testing query error handling..."); // Setup working database connection let working_config = PostgreSQLConfig { host: "localhost".to_string(), port: 5432, database: "testdb".to_string(), user: "postgres".to_string(), password: "password".to_string(), ssl_mode: "disable".to_string(), }; match PostgreSQLAdapter::new(working_config).await { Ok(db) => { parser.set_database_adapter(db); // Test invalid query let invalid_query = "SELECT * FROM nonexistent_table"; match parser.query(invalid_query).await { Ok(_) => println!("❌ Should have failed - table doesn't exist"), Err(e) => { println!("✅ Correctly caught query error: {}", e); println!("💡 Tip: Check table names and SQL syntax"); } } } Err(e) => println!("⚠️ Could not connect to database: {}", e), } Ok(()) }

FUJSEN Execution Errors

use tusklang_rust::{parse, Parser};

#[tokio::main] async fn troubleshoot_fujsen_errors() -> Result<(), Box<dyn std::error::Error>> { println!("⚡ Troubleshooting FUJSEN Errors..."); let mut parser = Parser::new(); // 1. Syntax Error in FUJSEN println!("1. Testing FUJSEN syntax error handling..."); let syntax_error_tsk = r#" [math] add_fujsen = ''' fn add(a: i32, b: i32) -> i32 { a + b // Missing semicolon } ''' "#; match parser.parse(syntax_error_tsk).await { Ok(_) => { // Try to execute the function match parser.execute_fujsen("math", "add", &[&5, &3]).await { Ok(_) => println!("❌ Should have failed - syntax error in FUJSEN"), Err(e) => { println!("✅ Correctly caught FUJSEN syntax error: {}", e); println!("💡 Tip: Check Rust syntax in FUJSEN functions"); } } } Err(e) => println!("✅ Caught parsing error: {}", e), } // 2. Type Mismatch Error println!("2. Testing type mismatch error handling..."); let type_error_tsk = r#" [utils] process_fujsen = ''' fn process(data: Vec<i32>) -> i32 { data.iter().sum() } ''' "#; parser.parse(type_error_tsk).await?; // Pass wrong type match parser.execute_fujsen("utils", "process", &[&"not_a_vector"]).await { Ok(_) => println!("❌ Should have failed - wrong parameter type"), Err(e) => { println!("✅ Correctly caught type mismatch error: {}", e); println!("💡 Tip: Ensure parameter types match function signature"); } } // 3. Runtime Error in FUJSEN println!("3. Testing runtime error handling..."); let runtime_error_tsk = r#" [math] divide_fujsen = ''' fn divide(a: i32, b: i32) -> i32 { a / b // Will panic if b is 0 } ''' "#; parser.parse(runtime_error_tsk).await?; // Division by zero match parser.execute_fujsen("math", "divide", &[&10, &0]).await { Ok(_) => println!("❌ Should have failed - division by zero"), Err(e) => { println!("✅ Correctly caught runtime error: {}", e); println!("💡 Tip: Add error handling in FUJSEN functions"); } } // 4. Memory Error in FUJSEN println!("4. Testing memory error handling..."); let memory_error_tsk = r#" [utils] allocate_fujsen = ''' fn allocate(size: usize) -> Vec<u8> { vec![0u8; size] // Could panic if size is too large } ''' "#; parser.parse(memory_error_tsk).await?; // Try to allocate too much memory match parser.execute_fujsen("utils", "allocate", &[&usize::MAX]).await { Ok(_) => println!("⚠️ Memory allocation succeeded (unexpected)"), Err(e) => { println!("✅ Correctly caught memory error: {}", e); println!("💡 Tip: Add bounds checking for memory allocations"); } } Ok(()) }

🐛 Debugging Techniques

Logging and Tracing

use tusklang_rust::{parse, Parser};
use tracing::{info, warn, error, debug};
use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt};

#[tokio::main] async fn setup_debugging() -> Result<(), Box<dyn std::error::Error>> { println!("🐛 Setting Up Debugging..."); // Initialize tracing tracing_subscriber::registry() .with(tracing_subscriber::EnvFilter::new( std::env::var("RUST_LOG").unwrap_or_else(|_| "info".into()), )) .with(tracing_subscriber::fmt::layer()) .init(); let mut parser = Parser::new(); // Enable debug mode parser.set_debug_mode(true); let tsk_content = r#" [debug] enabled: true log_level: "debug" trace_parsing: true trace_execution: true "#; info!("Starting TuskLang parser with debug mode"); match parser.parse(tsk_content).await { Ok(data) => { debug!("Successfully parsed configuration: {:?}", data); info!("Debug mode enabled: {}", data["debug"]["enabled"]); } Err(e) => { error!("Failed to parse configuration: {}", e); return Err(e.into()); } } // Test with problematic configuration let problematic_tsk = r#" [test] value: 42 nested { deep { value: "test" } } "#; debug!("Parsing problematic configuration..."); match parser.parse(problematic_tsk).await { Ok(data) => { debug!("Successfully parsed problematic config: {:?}", data); } Err(e) => { warn!("Failed to parse problematic config: {}", e); // Provide detailed error information error!("Error details:"); error!(" Type: {:?}", std::any::type_name::<dyn std::error::Error>()); error!(" Source: {:?}", e.source()); } } Ok(()) }

Interactive Debugging

use tusklang_rust::{parse, Parser};
use std::io::{self, Write};

#[tokio::main] async fn interactive_debugging() -> Result<(), Box<dyn std::error::Error>> { println!("🔧 Interactive Debugging Mode"); println!("Type 'help' for available commands"); let mut parser = Parser::new(); let mut config_data = None; loop { print!("tusk-debug> "); io::stdout().flush()?; let mut input = String::new(); io::stdin().read_line(&mut input)?; let input = input.trim(); match input { "help" => { println!("Available commands:"); println!(" parse <file> - Parse a TSK file"); println!(" eval <expr> - Evaluate an expression"); println!(" query <sql> - Execute a database query"); println!(" fujsen <func> - Execute a FUJSEN function"); println!(" inspect <path> - Inspect configuration value"); println!(" reload - Reload configuration"); println!(" quit - Exit debugger"); } input if input.starts_with("parse ") => { let file = &input[6..]; println!("Parsing file: {}", file); match parser.parse_file(file).await { Ok(data) => { config_data = Some(data); println!("✅ Successfully parsed {}", file); } Err(e) => { println!("❌ Failed to parse {}: {}", file, e); } } } input if input.starts_with("eval ") => { let expr = &input[5..]; println!("Evaluating: {}", expr); match parser.evaluate_expression(expr).await { Ok(result) => { println!("Result: {:?}", result); } Err(e) => { println!("❌ Evaluation failed: {}", e); } } } input if input.starts_with("query ") => { let sql = &input[6..]; println!("Executing query: {}", sql); match parser.query(sql).await { Ok(result) => { println!("Query result: {:?}", result); } Err(e) => { println!("❌ Query failed: {}", e); } } } input if input.starts_with("fujsen ") => { let func_call = &input[7..]; let parts: Vec<&str> = func_call.split_whitespace().collect(); if parts.len() >= 3 { let module = parts[0]; let function = parts[1]; let args: Vec<&str> = parts[2..].to_vec(); println!("Executing FUJSEN: {}.{}({:?})", module, function, args); match parser.execute_fujsen(module, function, &args).await { Ok(result) => { println!("FUJSEN result: {:?}", result); } Err(e) => { println!("❌ FUJSEN execution failed: {}", e); } } } else { println!("❌ Invalid FUJSEN command format. Use: fujsen <module> <function> <args...>"); } } input if input.starts_with("inspect ") => { let path = &input[8..]; println!("Inspecting: {}", path); if let Some(data) = &config_data { // Simple path inspection (you'd implement proper path parsing) if let Some(value) = data.get(path) { println!("Value: {:?}", value); } else { println!("❌ Path not found: {}", path); } } else { println!("❌ No configuration loaded. Use 'parse <file>' first."); } } "reload" => { println!("Reloading configuration..."); // Implementation would reload the last parsed file println!("✅ Configuration reloaded"); } "quit" => { println!("Goodbye!"); break; } "" => continue, _ => { println!("❌ Unknown command: {}", input); println!("Type 'help' for available commands"); } } } Ok(()) }

🔧 Performance Troubleshooting

Memory Leaks

use tusklang_rust::{parse, Parser};
use std::alloc::{alloc, dealloc, Layout};
use std::sync::Arc;
use parking_lot::Mutex;

struct MemoryTracker { allocations: Arc<Mutex<HashMap<*mut u8, usize>>>, total_allocated: Arc<Mutex<usize>>, }

impl MemoryTracker { fn new() -> Self { Self { allocations: Arc::new(Mutex::new(HashMap::new())), total_allocated: Arc::new(Mutex::new(0)), } } fn track_allocation(&self, ptr: *mut u8, size: usize) { self.allocations.lock().insert(ptr, size); *self.total_allocated.lock() += size; } fn track_deallocation(&self, ptr: *mut u8) { if let Some(size) = self.allocations.lock().remove(&ptr) { *self.total_allocated.lock() -= size; } } fn get_total_allocated(&self) -> usize { *self.total_allocated.lock() } fn get_allocation_count(&self) -> usize { self.allocations.lock().len() } }

#[tokio::main] async fn troubleshoot_memory_leaks() -> Result<(), Box<dyn std::error::Error>> { println!("💾 Troubleshooting Memory Leaks..."); let memory_tracker = MemoryTracker::new(); let mut parser = Parser::new(); // Set memory tracker parser.set_memory_tracker(Arc::new(memory_tracker.clone())); println!("Initial memory usage: {} bytes ({} allocations)", memory_tracker.get_total_allocated(), memory_tracker.get_allocation_count()); // Simulate memory-intensive operations for i in 0..1000 { let tsk_content = format!(r#" [test_{}] value: {} string: "test_string_{}" array: [1, 2, 3, 4, 5] object: {{ key: "value_{}" nested: {{ deep: "data_{}" }} }} "#, i, i, i, i, i); match parser.parse(&tsk_content).await { Ok(_) => { if i % 100 == 0 { println!("Processed {} configurations", i); println!("Memory usage: {} bytes ({} allocations)", memory_tracker.get_total_allocated(), memory_tracker.get_allocation_count()); } } Err(e) => { println!("❌ Failed to parse configuration {}: {}", i, e); } } } // Force garbage collection parser.force_garbage_collection().await; println!("Final memory usage: {} bytes ({} allocations)", memory_tracker.get_total_allocated(), memory_tracker.get_allocation_count()); // Check for memory leaks let final_allocations = memory_tracker.get_allocation_count(); if final_allocations > 0 { println!("⚠️ Potential memory leak detected: {} allocations not freed", final_allocations); } else { println!("✅ No memory leaks detected"); } Ok(()) }

Performance Bottlenecks

use tusklang_rust::{parse, Parser};
use std::time::{Duration, Instant};
use std::collections::HashMap;

struct PerformanceProfiler { measurements: HashMap<String, Vec<Duration>>, }

impl PerformanceProfiler { fn new() -> Self { Self { measurements: HashMap::new(), } } fn start_measurement(&self, name: &str) -> Instant { Instant::now() } fn end_measurement(&mut self, name: &str, start: Instant) { let duration = start.elapsed(); self.measurements.entry(name.to_string()) .or_insert_with(Vec::new) .push(duration); } fn get_statistics(&self, name: &str) -> Option<(Duration, Duration, Duration)> { self.measurements.get(name).map(|durations| { let total: Duration = durations.iter().sum(); let avg = total / durations.len() as u32; let max = durations.iter().max().unwrap().clone(); let min = durations.iter().min().unwrap().clone(); (avg, min, max) }) } fn print_report(&self) { println!("📊 Performance Report"); println!("{}", "=".repeat(50)); for (name, durations) in &self.measurements { let total: Duration = durations.iter().sum(); let avg = total / durations.len() as u32; let max = durations.iter().max().unwrap(); let min = durations.iter().min().unwrap(); println!("{}:", name); println!(" Count: {}", durations.len()); println!(" Average: {:?}", avg); println!(" Min: {:?}", min); println!(" Max: {:?}", max); println!(" Total: {:?}", total); println!(); } } }

#[tokio::main] async fn troubleshoot_performance_bottlenecks() -> Result<(), Box<dyn std::error::Error>> { println!("⚡ Troubleshooting Performance Bottlenecks..."); let mut profiler = PerformanceProfiler::new(); let mut parser = Parser::new(); // Test parsing performance let tsk_content = r#" [application] name: "PerformanceTest" version: "1.0.0"

[database] host: "localhost" port: 5432 name: "testdb" user: "postgres" password: "secret"

[server] host: "0.0.0.0" port: 8080 workers: 8 threads_per_worker: 4

[cache] redis_host: "localhost" redis_port: 6379 ttl: "5m"

[logging] level: "info" format: "json" file: "/var/log/app.log"

[security] jwt_secret: "your-secret-key" bcrypt_rounds: 12 session_timeout: "24h" "#; // Measure parsing performance for i in 0..100 { let start = profiler.start_measurement("parsing"); let _result = parser.parse(tsk_content).await?; profiler.end_measurement("parsing", start); } // Measure FUJSEN execution performance let fujsen_tsk = r#" [math] add_fujsen = ''' fn add(a: i32, b: i32) -> i32 { a + b } ''' "#; parser.parse(fujsen_tsk).await?; for i in 0..1000 { let start = profiler.start_measurement("fujsen_execution"); let _result = parser.execute_fujsen("math", "add", &[&i, &i]).await?; profiler.end_measurement("fujsen_execution", start); } // Measure database query performance // SQLiteAdapter is not imported, assuming it's available or needs to be added // For the purpose of this example, we'll simulate a database connection // In a real scenario, you'd use an actual adapter like PostgreSQLAdapter let db = SQLiteAdapter::new(":memory:").await?; db.execute("CREATE TABLE test (id INTEGER, value TEXT)").await?; parser.set_database_adapter(db); for i in 0..100 { let start = profiler.start_measurement("database_query"); let _result = parser.query("SELECT * FROM test").await?; profiler.end_measurement("database_query", start); } // Print performance report profiler.print_report(); // Identify bottlenecks if let Some((avg, _, _)) = profiler.get_statistics("parsing") { if avg > Duration::from_millis(10) { println!("⚠️ Parsing performance bottleneck detected: {:?} average", avg); println!("💡 Tip: Consider optimizing TSK file structure or using caching"); } } if let Some((avg, _, _)) = profiler.get_statistics("fujsen_execution") { if avg > Duration::from_micros(100) { println!("⚠️ FUJSEN execution bottleneck detected: {:?} average", avg); println!("💡 Tip: Optimize FUJSEN functions or use caching"); } } if let Some((avg, _, _)) = profiler.get_statistics("database_query") { if avg > Duration::from_millis(5) { println!("⚠️ Database query bottleneck detected: {:?} average", avg); println!("💡 Tip: Add database indexes or implement query caching"); } } Ok(()) }

🔄 Recovery Strategies

Automatic Recovery

use tusklang_rust::{parse, Parser};
use std::sync::Arc;
use tokio::sync::Mutex;
use std::time::{Duration, Instant};

struct RecoveryManager { last_backup: Arc<Mutex<Instant>>, backup_interval: Duration, max_retries: usize, }

impl RecoveryManager { fn new(backup_interval: Duration, max_retries: usize) -> Self { Self { last_backup: Arc::new(Mutex::new(Instant::now())), backup_interval, max_retries, } } async fn should_backup(&self) -> bool { let last_backup = *self.last_backup.lock().await; Instant::now().duration_since(last_backup) >= self.backup_interval } async fn update_backup_time(&self) { *self.last_backup.lock().await = Instant::now(); } async fn retry_operation<F, T, E>(&self, operation: F) -> Result<T, E> where F: Fn() -> Result<T, E> + Send + Sync, E: std::fmt::Debug, { let mut last_error = None; for attempt in 1..=self.max_retries { match operation() { Ok(result) => { if attempt > 1 { println!("✅ Operation succeeded on attempt {}", attempt); } return Ok(result); } Err(e) => { last_error = Some(e); println!("⚠️ Operation failed on attempt {}: {:?}", attempt, last_error); if attempt < self.max_retries { // Exponential backoff let delay = Duration::from_millis(100 * 2_u64.pow(attempt as u32)); tokio::time::sleep(delay).await; } } } } Err(last_error.unwrap()) } }

#[tokio::main] async fn implement_recovery_strategies() -> Result<(), Box<dyn std::error::Error>> { println!("🔄 Implementing Recovery Strategies..."); let recovery_manager = RecoveryManager::new( Duration::from_secs(300), // 5 minutes 3, // max retries ); let mut parser = Parser::new(); // 1. Automatic backup strategy println!("1. Setting up automatic backup strategy..."); if recovery_manager.should_backup().await { println!("Creating backup..."); // Create backup of configuration let backup_content = r#" [backup] timestamp: @date.now() version: "1.0.0" "#; std::fs::write("backup.tsk", backup_content)?; recovery_manager.update_backup_time().await; println!("✅ Backup created successfully"); } // 2. Retry strategy for database operations println!("2. Implementing retry strategy for database operations..."); let db_operation = || { // Simulate database operation that might fail if rand::random::<f64>() < 0.7 { Ok("Database operation successful") } else { Err("Database connection failed") } }; match recovery_manager.retry_operation(db_operation).await { Ok(result) => println!("✅ Database operation succeeded: {}", result), Err(e) => println!("❌ Database operation failed after retries: {:?}", e), } // 3. Circuit breaker pattern println!("3. Implementing circuit breaker pattern..."); let mut circuit_breaker = CircuitBreaker::new(5, Duration::from_secs(60)); for i in 0..10 { match circuit_breaker.call(|| { // Simulate external service call if rand::random::<f64>() < 0.3 { Ok("Service call successful") } else { Err("Service call failed") } }).await { Ok(result) => println!("✅ Service call {} succeeded: {}", i, result), Err(e) => println!("❌ Service call {} failed: {:?}", i, e), } } // 4. Graceful degradation println!("4. Implementing graceful degradation..."); let tsk_content = r#" [degradation] fallback_enabled: true cache_fallback: true database_fallback: true "#; let config = parser.parse(tsk_content).await?; if config["degradation"]["fallback_enabled"].as_bool().unwrap_or(false) { println!("✅ Graceful degradation enabled"); // Try primary service match call_primary_service().await { Ok(result) => println!("✅ Primary service: {}", result), Err(_) => { println!("⚠️ Primary service failed, using fallback"); // Use fallback service match call_fallback_service().await { Ok(result) => println!("✅ Fallback service: {}", result), Err(e) => println!("❌ Fallback service also failed: {:?}", e), } } } } Ok(()) }

// Circuit breaker implementation struct CircuitBreaker { failure_count: usize, max_failures: usize, reset_timeout: Duration, last_failure: Option<Instant>, state: CircuitState, }

enum CircuitState { Closed, Open, HalfOpen, }

impl CircuitBreaker { fn new(max_failures: usize, reset_timeout: Duration) -> Self { Self { failure_count: 0, max_failures, reset_timeout, last_failure: None, state: CircuitState::Closed, } } async fn call<F, T, E>(&mut self, operation: F) -> Result<T, E> where F: FnOnce() -> Result<T, E>, { match self.state { CircuitState::Open => { if let Some(last_failure) = self.last_failure { if Instant::now().duration_since(last_failure) >= self.reset_timeout { self.state = CircuitState::HalfOpen; println!("🔄 Circuit breaker transitioning to half-open"); } else { return Err(operation().unwrap_err()); } } } CircuitState::HalfOpen | CircuitState::Closed => {} } match operation() { Ok(result) => { self.on_success(); Ok(result) } Err(e) => { self.on_failure(); Err(e) } } } fn on_success(&mut self) { self.failure_count = 0; self.state = CircuitState::Closed; } fn on_failure(&mut self) { self.failure_count += 1; self.last_failure = Some(Instant::now()); if self.failure_count >= self.max_failures { self.state = CircuitState::Open; println!("🚨 Circuit breaker opened due to {} failures", self.failure_count); } } }

// Mock service calls async fn call_primary_service() -> Result<String, Box<dyn std::error::Error>> { if rand::random::<f64>() < 0.8 { Ok("Primary service response".to_string()) } else { Err("Primary service unavailable".into()) } }

async fn call_fallback_service() -> Result<String, Box<dyn std::error::Error>> { if rand::random::<f64>() < 0.9 { Ok("Fallback service response".to_string()) } else { Err("Fallback service unavailable".into()) } }

🎯 What You've Learned

1. Common error patterns - Parsing errors, database connection errors, FUJSEN execution errors 2. Debugging techniques - Logging and tracing, interactive debugging 3. Performance troubleshooting - Memory leaks, performance bottlenecks 4. Recovery strategies - Automatic recovery, retry strategies, circuit breakers, graceful degradation 5. Error handling - Comprehensive error handling and recovery mechanisms 6. Monitoring and alerting - Performance monitoring and alerting systems

🚀 Next Steps

1. Implement monitoring - Set up comprehensive monitoring and alerting 2. Create runbooks - Document common issues and their solutions 3. Automate recovery - Implement automatic recovery mechanisms 4. Performance optimization - Continuously monitor and optimize performance 5. Team training - Train your team on troubleshooting procedures

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You now have complete troubleshooting mastery with TuskLang Rust! From common errors to performance issues, from debugging techniques to recovery strategies - TuskLang gives you the tools to diagnose and resolve problems quickly and effectively.