🐹 Testing in TuskLang - Go Guide

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Testing in TuskLang - Go Guide

🎯 The Power of Comprehensive Testing

In TuskLang, testing isn't just about checking codeβ€”it's about ensuring your configuration is bulletproof. We don't bow to any king, especially not untested or unreliable configurations. TuskLang gives you the power to test your configuration thoroughly with comprehensive testing frameworks and validation.

πŸ“‹ Table of Contents

- Understanding Testing in TuskLang - Unit Testing - Integration Testing - Configuration Testing - Go Integration - Testing Patterns - Performance Testing - Real-World Examples - Best Practices

πŸ” Understanding Testing in TuskLang

TuskLang provides comprehensive testing capabilities for configuration validation:

// TuskLang - Testing configuration
[testing_config]
unit_tests: @test.unit({
    "config_validation": true,
    "syntax_checking": true,
    "type_validation": true
})

integration_tests: @test.integration({ "database_connection": true, "api_endpoints": true, "file_operations": true })

performance_tests: @test.performance({ "load_testing": true, "stress_testing": true, "benchmarking": true })

// Go integration
type TestingConfig struct {
    UnitTests       map[string]bool tsk:"unit_tests"
    IntegrationTests map[string]bool tsk:"integration_tests"
    PerformanceTests map[string]bool tsk:"performance_tests"
}

πŸ§ͺ Unit Testing

Configuration Unit Tests

// TuskLang - Configuration unit tests
[unit_tests]
config_validation: @test.validate({
    "required_fields": ["api_key", "database_url"],
    "type_checking": true,
    "format_validation": true
})

syntax_tests: @test.syntax({ "file_parsing": true, "cross_references": true, "operator_validation": true })

// Go - Configuration unit testing
type UnitTests struct {
    ConfigValidation map[string]interface{} tsk:"config_validation"
    SyntaxTests      map[string]bool        tsk:"syntax_tests"
}

type ConfigValidator struct { requiredFields []string typeChecking bool formatValidation bool }

func NewConfigValidator(required []string, typeCheck, formatCheck bool) *ConfigValidator { return &ConfigValidator{ requiredFields: required, typeChecking: typeCheck, formatValidation: formatCheck, } }

func (c *ConfigValidator) ValidateConfig(config map[string]interface{}) error { // Check required fields for _, field := range c.requiredFields { if _, exists := config[field]; !exists { return fmt.Errorf("required field '%s' is missing", field) } } // Type checking if c.typeChecking { if err := c.validateTypes(config); err != nil { return fmt.Errorf("type validation failed: %w", err) } } // Format validation if c.formatValidation { if err := c.validateFormats(config); err != nil { return fmt.Errorf("format validation failed: %w", err) } } return nil }

func (c *ConfigValidator) validateTypes(config map[string]interface{}) error { // Validate specific field types if apiKey, exists := config["api_key"]; exists { if _, ok := apiKey.(string); !ok { return errors.New("api_key must be a string") } } if port, exists := config["port"]; exists { if _, ok := port.(int); !ok { return errors.New("port must be an integer") } } return nil }

func (c *ConfigValidator) validateFormats(config map[string]interface{}) error { // Validate specific field formats if apiKey, exists := config["api_key"]; exists { if key, ok := apiKey.(string); ok { if len(key) < 32 { return errors.New("api_key must be at least 32 characters") } } } if port, exists := config["port"]; exists { if p, ok := port.(int); ok { if p < 1 || p > 65535 { return errors.New("port must be between 1 and 65535") } } } return nil }

Syntax Testing

// Go - Syntax testing
type SyntaxTester struct {
    fileParsing     bool
    crossReferences bool
    operatorValidation bool
}

func NewSyntaxTester(fileParsing, crossRefs, operatorValidation bool) *SyntaxTester { return &SyntaxTester{ fileParsing: fileParsing, crossReferences: crossRefs, operatorValidation: operatorValidation, } }

func (s *SyntaxTester) TestFileParsing(content string) error { // Test basic file parsing lines := strings.Split(content, "\n") for i, line := range lines { lineNum := i + 1 if err := s.validateLine(line, lineNum); err != nil { return fmt.Errorf("line %d: %w", lineNum, err) } } return nil }

func (s *SyntaxTester) validateLine(line string, lineNum int) error { line = strings.TrimSpace(line) // Skip empty lines and comments if line == "" || strings.HasPrefix(line, "#") { return nil } // Validate section headers if strings.HasPrefix(line, "[") && strings.HasSuffix(line, "]") { return s.validateSectionHeader(line, lineNum) } // Validate key-value pairs if strings.Contains(line, ":") || strings.Contains(line, "=") { return s.validateKeyValue(line, lineNum) } return fmt.Errorf("invalid syntax") }

func (s *SyntaxTester) validateSectionHeader(line string, lineNum int) error { // Remove brackets section := strings.Trim(line, "[]") // Validate section name if section == "" { return errors.New("empty section name") } // Check for valid characters if !regexp.MustCompile(^[a-zA-Z0-9_-]+$).MatchString(section) { return errors.New("invalid section name characters") } return nil }

func (s *SyntaxTester) validateKeyValue(line string, lineNum int) error { var key, value string var separator string // Check for colon separator if strings.Contains(line, ":") { parts := strings.SplitN(line, ":", 2) key = strings.TrimSpace(parts[0]) value = strings.TrimSpace(parts[1]) separator = ":" } else if strings.Contains(line, "=") { parts := strings.SplitN(line, "=", 2) key = strings.TrimSpace(parts[0]) value = strings.TrimSpace(parts[1]) separator = "=" } else { return errors.New("missing key-value separator") } // Validate key if key == "" { return errors.New("empty key") } if !regexp.MustCompile(^[a-zA-Z0-9_-]+$).MatchString(key) { return errors.New("invalid key characters") } return nil }

πŸ”— Integration Testing

Database Integration Tests

// TuskLang - Database integration tests
[integration_tests]
database_tests: @test.database({
    "connection_testing": true,
    "query_validation": true,
    "transaction_testing": true,
    "performance_monitoring": true
})

api_tests: @test.api({ "endpoint_testing": true, "authentication_testing": true, "response_validation": true, "error_handling": true })

// Go - Database integration testing
type IntegrationTests struct {
    DatabaseTests map[string]bool tsk:"database_tests"
    APITests      map[string]bool tsk:"api_tests"
}

type DatabaseTester struct { connectionString string timeout time.Duration }

func NewDatabaseTester(connString string, timeout time.Duration) *DatabaseTester { return &DatabaseTester{ connectionString: connString, timeout: timeout, } }

func (d *DatabaseTester) TestConnection() error { db, err := sql.Open("postgres", d.connectionString) if err != nil { return fmt.Errorf("failed to open database connection: %w", err) } defer db.Close() // Set timeout ctx, cancel := context.WithTimeout(context.Background(), d.timeout) defer cancel() // Test connection if err := db.PingContext(ctx); err != nil { return fmt.Errorf("failed to ping database: %w", err) } return nil }

func (d *DatabaseTester) TestQuery(query string, expectedColumns []string) error { db, err := sql.Open("postgres", d.connectionString) if err != nil { return fmt.Errorf("failed to open database connection: %w", err) } defer db.Close() // Execute query rows, err := db.Query(query) if err != nil { return fmt.Errorf("failed to execute query: %w", err) } defer rows.Close() // Check columns columns, err := rows.Columns() if err != nil { return fmt.Errorf("failed to get columns: %w", err) } if len(columns) != len(expectedColumns) { return fmt.Errorf("column count mismatch: expected %d, got %d", len(expectedColumns), len(columns)) } for i, col := range columns { if col != expectedColumns[i] { return fmt.Errorf("column name mismatch at position %d: expected %s, got %s", i, expectedColumns[i], col) } } return nil }

func (d *DatabaseTester) TestTransaction() error { db, err := sql.Open("postgres", d.connectionString) if err != nil { return fmt.Errorf("failed to open database connection: %w", err) } defer db.Close() // Start transaction tx, err := db.Begin() if err != nil { return fmt.Errorf("failed to begin transaction: %w", err) } // Test operations _, err = tx.Exec("SELECT 1") if err != nil { tx.Rollback() return fmt.Errorf("failed to execute test query: %w", err) } // Commit transaction if err := tx.Commit(); err != nil { return fmt.Errorf("failed to commit transaction: %w", err) } return nil }

API Integration Tests

// Go - API integration testing
type APITester struct {
    baseURL string
    client  *http.Client
}

func NewAPITester(baseURL string, timeout time.Duration) *APITester { return &APITester{ baseURL: baseURL, client: &http.Client{ Timeout: timeout, }, } }

func (a *APITester) TestEndpoint(path string, method string, expectedStatus int) error { url := a.baseURL + path req, err := http.NewRequest(method, url, nil) if err != nil { return fmt.Errorf("failed to create request: %w", err) } resp, err := a.client.Do(req) if err != nil { return fmt.Errorf("failed to execute request: %w", err) } defer resp.Body.Close() if resp.StatusCode != expectedStatus { return fmt.Errorf("unexpected status code: expected %d, got %d", expectedStatus, resp.StatusCode) } return nil }

func (a *APITester) TestAuthentication(path string, token string) error { url := a.baseURL + path req, err := http.NewRequest("GET", url, nil) if err != nil { return fmt.Errorf("failed to create request: %w", err) } req.Header.Set("Authorization", "Bearer "+token) resp, err := a.client.Do(req) if err != nil { return fmt.Errorf("failed to execute request: %w", err) } defer resp.Body.Close() if resp.StatusCode == http.StatusUnauthorized { return errors.New("authentication failed") } return nil }

func (a *APITester) TestResponseValidation(path string, validator func([]byte) error) error { url := a.baseURL + path req, err := http.NewRequest("GET", url, nil) if err != nil { return fmt.Errorf("failed to create request: %w", err) } resp, err := a.client.Do(req) if err != nil { return fmt.Errorf("failed to execute request: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return fmt.Errorf("failed to read response body: %w", err) } return validator(body) }

πŸ”§ Go Integration

Testing Framework

// Go - Testing framework
type TestingFramework struct {
    unitTests       *UnitTests
    integrationTests *IntegrationTests
    configValidator *ConfigValidator
    syntaxTester    *SyntaxTester
    databaseTester  *DatabaseTester
    apiTester       *APITester
}

func NewTestingFramework(config TestingConfig) *TestingFramework { return &TestingFramework{ unitTests: &UnitTests{}, integrationTests: &IntegrationTests{}, configValidator: NewConfigValidator([]string{"api_key", "database_url"}, true, true), syntaxTester: NewSyntaxTester(true, true, true), databaseTester: NewDatabaseTester("postgres://localhost/test", 30*time.Second), apiTester: NewAPITester("http://localhost:8080", 30*time.Second), } }

func (t *TestingFramework) RunAllTests() error { var errors []string // Run unit tests if err := t.RunUnitTests(); err != nil { errors = append(errors, fmt.Sprintf("unit tests failed: %v", err)) } // Run integration tests if err := t.RunIntegrationTests(); err != nil { errors = append(errors, fmt.Sprintf("integration tests failed: %v", err)) } if len(errors) > 0 { return fmt.Errorf("test failures: %s", strings.Join(errors, "; ")) } return nil }

func (t *TestingFramework) RunUnitTests() error { // Test configuration validation testConfig := map[string]interface{}{ "api_key": "test_api_key_123456789012345678901234567890", "database_url": "postgres://localhost/test", "port": 8080, } if err := t.configValidator.ValidateConfig(testConfig); err != nil { return fmt.Errorf("config validation failed: %w", err) } // Test syntax validation testContent := [test_section] api_key: test_key port: 8080 database_url: postgres://localhost/test if err := t.syntaxTester.TestFileParsing(testContent); err != nil { return fmt.Errorf("syntax validation failed: %w", err) } return nil }

func (t *TestingFramework) RunIntegrationTests() error { // Test database connection if err := t.databaseTester.TestConnection(); err != nil { return fmt.Errorf("database connection test failed: %w", err) } // Test API endpoints if err := t.apiTester.TestEndpoint("/health", "GET", http.StatusOK); err != nil { return fmt.Errorf("API endpoint test failed: %w", err) } return nil }

Test Runner

// Go - Test runner
type TestRunner struct {
    framework *TestingFramework
    results   []TestResult
}

type TestResult struct { Name string Status string Duration time.Duration Error error Timestamp time.Time }

func NewTestRunner(framework TestingFramework) TestRunner { return &TestRunner{ framework: framework, results: make([]TestResult, 0), } }

func (t *TestRunner) RunTest(name string, testFunc func() error) { start := time.Now() err := testFunc() duration := time.Since(start) result := TestResult{ Name: name, Duration: duration, Timestamp: time.Now(), } if err != nil { result.Status = "FAILED" result.Error = err } else { result.Status = "PASSED" } t.results = append(t.results, result) }

func (t *TestRunner) RunAllTests() { t.RunTest("Configuration Validation", func() error { return t.framework.RunUnitTests() }) t.RunTest("Integration Tests", func() error { return t.framework.RunIntegrationTests() }) }

func (t *TestRunner) GetResults() []TestResult { return t.results }

func (t *TestRunner) GetSummary() map[string]interface{} { total := len(t.results) passed := 0 failed := 0 totalDuration := time.Duration(0) for _, result := range t.results { totalDuration += result.Duration if result.Status == "PASSED" { passed++ } else { failed++ } } return map[string]interface{}{ "total": total, "passed": passed, "failed": failed, "total_duration": totalDuration, "success_rate": float64(passed) / float64(total) * 100, } }

πŸš€ Testing Patterns

Configuration Testing

// TuskLang - Configuration testing patterns
[config_testing]
validation_tests: @test.pattern({
    "required_fields": ["api_key", "database_url", "port"],
    "type_validation": {
        "api_key": "string",
        "port": "integer",
        "debug": "boolean"
    },
    "format_validation": {
        "api_key": "min_length:32",
        "port": "range:1-65535",
        "database_url": "url_format"
    }
})
// Go - Configuration testing patterns
type ConfigTesting struct {
    ValidationTests map[string]interface{} tsk:"validation_tests"
}

type ConfigTestPattern struct { RequiredFields []string json:"required_fields" TypeValidation map[string]string json:"type_validation" FormatValidation map[string]string json:"format_validation" }

func (c *ConfigTesting) TestConfigPattern(config map[string]interface{}, pattern ConfigTestPattern) error { // Test required fields for _, field := range pattern.RequiredFields { if _, exists := config[field]; !exists { return fmt.Errorf("required field '%s' is missing", field) } } // Test type validation for field, expectedType := range pattern.TypeValidation { if value, exists := config[field]; exists { if err := c.validateType(value, expectedType); err != nil { return fmt.Errorf("type validation failed for '%s': %w", field, err) } } } // Test format validation for field, format := range pattern.FormatValidation { if value, exists := config[field]; exists { if err := c.validateFormat(value, format); err != nil { return fmt.Errorf("format validation failed for '%s': %w", field, err) } } } return nil }

func (c *ConfigTesting) validateType(value interface{}, expectedType string) error { switch expectedType { case "string": if _, ok := value.(string); !ok { return errors.New("expected string type") } case "integer": if _, ok := value.(int); !ok { return errors.New("expected integer type") } case "boolean": if _, ok := value.(bool); !ok { return errors.New("expected boolean type") } default: return fmt.Errorf("unsupported type: %s", expectedType) } return nil }

func (c *ConfigTesting) validateFormat(value interface{}, format string) error { switch format { case "min_length:32": if str, ok := value.(string); ok { if len(str) < 32 { return errors.New("string length must be at least 32 characters") } } case "range:1-65535": if num, ok := value.(int); ok { if num < 1 || num > 65535 { return errors.New("number must be between 1 and 65535") } } case "url_format": if str, ok := value.(string); ok { if _, err := url.Parse(str); err != nil { return errors.New("invalid URL format") } } default: return fmt.Errorf("unsupported format: %s", format) } return nil }

⚑ Performance Testing

Load Testing

// Go - Load testing
type LoadTester struct {
    targetURL string
    client    *http.Client
}

func NewLoadTester(targetURL string) *LoadTester { return &LoadTester{ targetURL: targetURL, client: &http.Client{ Timeout: 30 * time.Second, }, } }

func (l *LoadTester) RunLoadTest(concurrentUsers int, duration time.Duration) LoadTestResult { start := time.Now() results := make(chan RequestResult, concurrentUsers*100) // Start workers for i := 0; i < concurrentUsers; i++ { go l.worker(results) } // Collect results var totalRequests int var successfulRequests int var failedRequests int var totalResponseTime time.Duration timeout := time.After(duration) for { select { case result := <-results: totalRequests++ totalResponseTime += result.ResponseTime if result.Error == nil { successfulRequests++ } else { failedRequests++ } case <-timeout: avgResponseTime := totalResponseTime / time.Duration(totalRequests) return LoadTestResult{ TotalRequests: totalRequests, SuccessfulRequests: successfulRequests, FailedRequests: failedRequests, AverageResponseTime: avgResponseTime, Duration: time.Since(start), RequestsPerSecond: float64(totalRequests) / duration.Seconds(), } } } }

type RequestResult struct { ResponseTime time.Duration Error error }

type LoadTestResult struct { TotalRequests int SuccessfulRequests int FailedRequests int AverageResponseTime time.Duration Duration time.Duration RequestsPerSecond float64 }

func (l *LoadTester) worker(results chan<- RequestResult) { for { start := time.Now() req, err := http.NewRequest("GET", l.targetURL, nil) if err != nil { results <- RequestResult{ResponseTime: time.Since(start), Error: err} continue } resp, err := l.client.Do(req) if err != nil { results <- RequestResult{ResponseTime: time.Since(start), Error: err} continue } resp.Body.Close() results <- RequestResult{ResponseTime: time.Since(start), Error: nil} } }

🌍 Real-World Examples

Complete Testing Suite

// TuskLang - Complete testing suite
[testing_suite]
test_config: @test.suite({
    "name": "TuskLang Configuration Tests",
    "version": "1.0.0",
    "description": "Comprehensive testing suite for TuskLang configuration",
    "tests": [
        "unit_tests",
        "integration_tests",
        "performance_tests",
        "security_tests"
    ],
    "timeout": "5m",
    "parallel": true
})
// Go - Complete testing suite
type TestingSuite struct {
    TestConfig map[string]interface{} tsk:"test_config"
}

type SuiteConfig struct { Name string json:"name" Version string json:"version" Description string json:"description" Tests []string json:"tests" Timeout string json:"timeout" Parallel bool json:"parallel" }

func (t *TestingSuite) RunCompleteSuite(config SuiteConfig) SuiteResult { start := time.Now() results := make(map[string]TestResult) // Parse timeout timeout, _ := time.ParseDuration(config.Timeout) ctx, cancel := context.WithTimeout(context.Background(), timeout) defer cancel() // Run tests for _, testName := range config.Tests { select { case <-ctx.Done(): results[testName] = TestResult{ Name: testName, Status: "TIMEOUT", Error: ctx.Err(), } continue default: result := t.runTest(testName) results[testName] = result } } return SuiteResult{ Config: config, Results: results, Duration: time.Since(start), } }

type SuiteResult struct { Config SuiteConfig Results map[string]TestResult Duration time.Duration }

func (t *TestingSuite) runTest(testName string) TestResult { start := time.Now() var err error switch testName { case "unit_tests": err = t.runUnitTests() case "integration_tests": err = t.runIntegrationTests() case "performance_tests": err = t.runPerformanceTests() case "security_tests": err = t.runSecurityTests() default: err = fmt.Errorf("unknown test: %s", testName) } result := TestResult{ Name: testName, Duration: time.Since(start), Timestamp: time.Now(), } if err != nil { result.Status = "FAILED" result.Error = err } else { result.Status = "PASSED" } return result }

func (t *TestingSuite) runUnitTests() error { // Implementation of unit tests return nil }

func (t *TestingSuite) runIntegrationTests() error { // Implementation of integration tests return nil }

func (t *TestingSuite) runPerformanceTests() error { // Implementation of performance tests return nil }

func (t *TestingSuite) runSecurityTests() error { // Implementation of security tests return nil }

🎯 Best Practices

1. Test Early and Often

// βœ… Good - Early testing
func (c *Config) LoadAndTest() error {
    // Load configuration
    if err := c.Load(); err != nil {
        return fmt.Errorf("failed to load config: %w", err)
    }
    
    // Test immediately
    if err := c.Test(); err != nil {
        return fmt.Errorf("configuration test failed: %w", err)
    }
    
    return nil
}

// ❌ Bad - Late testing func (c *Config) Load() error { // Load configuration without testing // Testing happens much later, potentially causing issues return nil }

2. Use Comprehensive Test Coverage

// βœ… Good - Comprehensive testing
func (t *TestingFramework) RunComprehensiveTests() error {
    tests := []struct {
        name string
        test func() error
    }{
        {"Configuration Validation", t.testConfigValidation},
        {"Syntax Validation", t.testSyntaxValidation},
        {"Database Connection", t.testDatabaseConnection},
        {"API Endpoints", t.testAPIEndpoints},
        {"Performance", t.testPerformance},
        {"Security", t.testSecurity},
    }
    
    for _, test := range tests {
        if err := test.test(); err != nil {
            return fmt.Errorf("%s failed: %w", test.name, err)
        }
    }
    
    return nil
}

// ❌ Bad - Limited testing func (t *TestingFramework) RunBasicTests() error { // Only test basic functionality return t.testBasicFunctionality() }

3. Use Parallel Testing

// βœ… Good - Parallel testing
func (t *TestingFramework) RunParallelTests() error {
    tests := []func() error{
        t.testConfigValidation,
        t.testSyntaxValidation,
        t.testDatabaseConnection,
        t.testAPIEndpoints,
    }
    
    var wg sync.WaitGroup
    errors := make(chan error, len(tests))
    
    for _, test := range tests {
        wg.Add(1)
        go func(testFunc func() error) {
            defer wg.Done()
            if err := testFunc(); err != nil {
                errors <- err
            }
        }(test)
    }
    
    wg.Wait()
    close(errors)
    
    var testErrors []string
    for err := range errors {
        testErrors = append(testErrors, err.Error())
    }
    
    if len(testErrors) > 0 {
        return fmt.Errorf("test failures: %s", strings.Join(testErrors, "; "))
    }
    
    return nil
}

// ❌ Bad - Sequential testing func (t *TestingFramework) RunSequentialTests() error { // Run tests one by one, slower execution if err := t.testConfigValidation(); err != nil { return err } if err := t.testSyntaxValidation(); err != nil { return err } // ... more tests return nil }

4. Use Test Data Management

// βœ… Good - Test data management
type TestDataManager struct {
    testData map[string]interface{}
}

func NewTestDataManager() *TestDataManager { return &TestDataManager{ testData: make(map[string]interface{}), } }

func (t *TestDataManager) SetupTestData() error { t.testData["valid_config"] = map[string]interface{}{ "api_key": "test_api_key_123456789012345678901234567890", "database_url": "postgres://localhost/test", "port": 8080, "debug": true, } t.testData["invalid_config"] = map[string]interface{}{ "api_key": "short", "port": "not_a_number", } return nil }

func (t *TestDataManager) GetTestData(name string) (interface{}, error) { data, exists := t.testData[name] if !exists { return nil, fmt.Errorf("test data '%s' not found", name) } return data, nil }

func (t *TestDataManager) CleanupTestData() error { t.testData = make(map[string]interface{}) return nil }

// ❌ Bad - Hardcoded test data func (t *TestingFramework) testConfigValidation() error { // Hardcoded test data scattered throughout tests config := map[string]interface{}{ "api_key": "test_key", "port": 8080, } // ... test logic return nil }

5. Use Proper Error Reporting

// βœ… Good - Detailed error reporting
func (t *TestingFramework) RunTestsWithDetailedReporting() []TestResult {
    var results []TestResult
    
    tests := []struct {
        name string
        test func() error
    }{
        {"Configuration Validation", t.testConfigValidation},
        {"Syntax Validation", t.testSyntaxValidation},
        {"Database Connection", t.testDatabaseConnection},
    }
    
    for _, test := range tests {
        start := time.Now()
        err := test.test()
        duration := time.Since(start)
        
        result := TestResult{
            Name:      test.name,
            Duration:  duration,
            Timestamp: time.Now(),
        }
        
        if err != nil {
            result.Status = "FAILED"
            result.Error = err
        } else {
            result.Status = "PASSED"
        }
        
        results = append(results, result)
    }
    
    return results
}

// ❌ Bad - Basic error reporting func (t *TestingFramework) RunTests() error { // Only return first error, no details if err := t.testConfigValidation(); err != nil { return err } if err := t.testSyntaxValidation(); err != nil { return err } return nil }

---

πŸŽ‰ You've mastered testing in TuskLang with Go!

Testing in TuskLang ensures your configuration is reliable and bulletproof. With comprehensive testing strategies, you can build robust systems that catch issues early and maintain quality.

Next Steps: - Explore 026-performance-go.md for optimization - Master 027-deployment-go.md for deployment - Dive into 028-monitoring-go.md for monitoring

Remember: In TuskLang, testing isn't optionalβ€”it's essential. Use it wisely to build bulletproof, reliable systems.