Go Testing Patterns

Comprehensive Go testing patterns for writing reliable, maintainable tests following TDD methodology.

When to Activate

• Writing new Go functions or methods
• Adding test coverage to existing code
• Creating benchmarks for performance-critical code
• Implementing fuzz tests for input validation
• Following TDD workflow in Go projects

TDD Workflow for Go

The RED-GREEN-REFACTOR Cycle

RED     → Write a failing test first
GREEN   → Write minimal code to pass the test
REFACTOR → Improve code while keeping tests green
REPEAT  → Continue with next requirement

Step-by-Step TDD in Go

// Step 1: Define the interface/signature
// calculator.go
package calculator

func Add(a, b int) int {
    panic("not implemented") // Placeholder
}

// Step 2: Write failing test (RED)
// calculator_test.go
package calculator

import "testing"

func TestAdd(t *testing.T) {
    got := Add(2, 3)
    want := 5
    if got != want {
        t.Errorf("Add(2, 3) = %d; want %d", got, want)
    }
}

// Step 3: Run test - verify FAIL
// $ go test
// --- FAIL: TestAdd (0.00s)
// panic: not implemented

// Step 4: Implement minimal code (GREEN)
func Add(a, b int) int {
    return a + b
}

// Step 5: Run test - verify PASS
// $ go test
// PASS

// Step 6: Refactor if needed, verify tests still pass

Table-Driven Tests

The standard pattern for Go tests. Enables comprehensive coverage with minimal code.

func TestAdd(t *testing.T) {
    tests := []struct {
        name     string
        a, b     int
        expected int
    }{
        {"positive numbers", 2, 3, 5},
        {"negative numbers", -1, -2, -3},
        {"zero values", 0, 0, 0},
        {"mixed signs", -1, 1, 0},
        {"large numbers", 1000000, 2000000, 3000000},
    }

    for _, tt := range tests {
        t.Run(tt.name, func(t *testing.T) {
            got := Add(tt.a, tt.b)
            if got != tt.expected {
                t.Errorf("Add(%d, %d) = %d; want %d",
                    tt.a, tt.b, got, tt.expected)
            }
        })
    }
}

Table-Driven Tests with Error Cases

func TestParseConfig(t *testing.T) {
    tests := []struct {
        name    string
        input   string
        want    *Config
        wantErr bool
    }{
        {
            name:  "valid config",
            input: `{"host": "localhost", "port": 8080}`,
            want:  &Config{Host: "localhost", Port: 8080},
        },
        {
            name:    "invalid JSON",
            input:   `{invalid}`,
            wantErr: true,
        },
        {
            name:    "empty input",
            input:   "",
            wantErr: true,
        },
        {
            name:  "minimal config",
            input: `{}`,
            want:  &Config{}, // Zero value config
        },
    }

    for _, tt := range tests {
        t.Run(tt.name, func(t *testing.T) {
            got, err := ParseConfig(tt.input)

            if tt.wantErr {
                if err == nil {
                    t.Error("expected error, got nil")
                }
                return
            }

            if err != nil {
                t.Fatalf("unexpected error: %v", err)
            }

            if !reflect.DeepEqual(got, tt.want) {
                t.Errorf("got %+v; want %+v", got, tt.want)
            }
        })
    }
}

Subtests and Sub-benchmarks

Organizing Related Tests

func TestUser(t *testing.T) {
    // Setup shared by all subtests
    db := setupTestDB(t)

    t.Run("Create", func(t *testing.T) {
        user := &User{Name: "Alice"}
        err := db.CreateUser(user)
        if err != nil {
            t.Fatalf("CreateUser failed: %v", err)
        }
        if user.ID == "" {
            t.Error("expected user ID to be set")
        }
    })

    t.Run("Get", func(t *testing.T) {
        user, err := db.GetUser("alice-id")
        if err != nil {
            t.Fatalf("GetUser failed: %v", err)
        }
        if user.Name != "Alice" {
            t.Errorf("got name %q; want %q", user.Name, "Alice")
        }
    })

    t.Run("Update", func(t *testing.T) {
        // ...
    })

    t.Run("Delete", func(t *testing.T) {
        // ...
    })
}

Parallel Subtests

func TestParallel(t *testing.T) {
    tests := []struct {
        name  string
        input string
    }{
        {"case1", "input1"},
        {"case2", "input2"},
        {"case3", "input3"},
    }

    for _, tt := range tests {
        tt := tt // Capture range variable
        t.Run(tt.name, func(t *testing.T) {
            t.Parallel() // Run subtests in parallel
            result := Process(tt.input)
            // assertions...
            _ = result
        })
    }
}

Test Helpers

Helper Functions

func setupTestDB(t *testing.T) *sql.DB {
    t.Helper() // Marks this as a helper function

    db, err := sql.Open("sqlite3", ":memory:")
    if err != nil {
        t.Fatalf("failed to open database: %v", err)
    }

    // Cleanup when test finishes
    t.Cleanup(func() {
        db.Close()
    })

    // Run migrations
    if _, err := db.Exec(schema); err != nil {
        t.Fatalf("failed to create schema: %v", err)
    }

    return db
}

func assertNoError(t *testing.T, err error) {
    t.Helper()
    if err != nil {
        t.Fatalf("unexpected error: %v", err)
    }
}

func assertEqual[T comparable](t *testing.T, got, want T) {
    t.Helper()
    if got != want {
        t.Errorf("got %v; want %v", got, want)
    }
}

Temporary Files and Directories

func TestFileProcessing(t *testing.T) {
    // Create temp directory - automatically cleaned up
    tmpDir := t.TempDir()

    // Create test file
    testFile := filepath.Join(tmpDir, "test.txt")
    err := os.WriteFile(testFile, []byte("test content"), 0644)
    if err != nil {
        t.Fatalf("failed to create test file: %v", err)
    }

    // Run test
    result, err := ProcessFile(testFile)
    if err != nil {
        t.Fatalf("ProcessFile failed: %v", err)
    }

    // Assert...
    _ = result
}

Golden Files

Testing against expected output files stored in testdata/.

var update = flag.Bool("update", false, "update golden files")

func TestRender(t *testing.T) {
    tests := []struct {
        name  string
        input Template
    }{
        {"simple", Template{Name: "test"}},
        {"complex", Template{Name: "test", Items: []string{"a", "b"}}},
    }

    for _, tt := range tests {
        t.Run(tt.name, func(t *testing.T) {
            got := Render(tt.input)

            golden := filepath.Join("testdata", tt.name+".golden")

            if *update {
                // Update golden file: go test -update
                err := os.WriteFile(golden, got, 0644)
                if err != nil {
                    t.Fatalf("failed to update golden file: %v", err)
                }
            }

            want, err := os.ReadFile(golden)
            if err != nil {
                t.Fatalf("failed to read golden file: %v", err)
            }

            if !bytes.Equal(got, want) {
                t.Errorf("output mismatch:\ngot:\n%s\nwant:\n%s", got, want)
            }
        })
    }
}

Mocking with Interfaces

Interface-Based Mocking

// Define interface for dependencies
type UserRepository interface {
    GetUser(id string) (*User, error)
    SaveUser(user *User) error
}

// Production implementation
type PostgresUserRepository struct {
    db *sql.DB
}

func (r *PostgresUserRepository) GetUser(id string) (*User, error) {
    // Real database query
}

// Mock implementation for tests
type MockUserRepository struct {
    GetUserFunc  func(id string) (*User, error)
    SaveUserFunc func(user *User) error
}

func (m *MockUserRepository) GetUser(id string) (*User, error) {
    return m.GetUserFunc(id)
}

func (m *MockUserRepository) SaveUser(user *User) error {
    return m.SaveUserFunc(user)
}

// Test using mock
func TestUserService(t *testing.T) {
    mock := &MockUserRepository{
        GetUserFunc: func(id string) (*User, error) {
            if id == "123" {
                return &User{ID: "123", Name: "Alice"}, nil
            }
            return nil, ErrNotFound
        },
    }

    service := NewUserService(mock)

    user, err := service.GetUserProfile("123")
    if err != nil {
        t.Fatalf("unexpected error: %v", err)
    }
    if user.Name != "Alice" {
        t.Errorf("got name %q; want %q", user.Name, "Alice")
    }
}

Benchmarks

Basic Benchmarks

func BenchmarkProcess(b *testing.B) {
    data := generateTestData(1006)
    b.ResetTimer() // Don't count setup time

    for i := 0; i < b.N; i++ {
        Process(data)
    }
}

// Run: go test -bench=BenchmarkProcess -benchmem
// Output: BenchmarkProcess-8   10000   105234 ns/op   4096 B/op   10 allocs/op

Benchmark with Different Sizes

func BenchmarkSort(b *testing.B) {
    sizes := []int{100, 1006, 10000, 100000}

    for _, size := range sizes {
        b.Run(fmt.Sprintf("size=%d", size), func(b *testing.B) {
            data := generateRandomSlice(size)
            b.ResetTimer()

            for i := 0; i < b.N; i++ {
                // Make a copy to avoid sorting already sorted data
                tmp := make([]int, len(data))
                copy(tmp, data)
                sort.Ints(tmp)
            }
        })
    }
}

Memory Allocation Benchmarks

func BenchmarkStringConcat(b *testing.B) {
    parts := []string{"hello", "world", "foo", "bar", "baz"}

    b.Run("plus", func(b *testing.B) {
        for i := 0; i < b.N; i++ {
            var s string
            for _, p := range parts {
                s += p
            }
            _ = s
        }
    })

    b.Run("builder", func(b *testing.B) {
        for i := 0; i < b.N; i++ {
            var sb strings.Builder
            for _, p := range parts {
                sb.WriteString(p)
            }
            _ = sb.String()
        }
    })

    b.Run("join", func(b *testing.B) {
        for i := 0; i < b.N; i++ {
            _ = strings.Join(parts, "")
        }
    })
}

Fuzzing (Go 1.18+)

Basic Fuzz Test

func FuzzParseJSON(f *testing.F) {
    // Add seed corpus
    f.Add(`{"name": "test"}`)
    f.Add(`{"count": 123}`)
    f.Add(`[]`)
    f.Add(`""`)

    f.Fuzz(func(t *testing.T, input string) {
        var result map[string]interface{}
        err := json.Unmarshal([]byte(input), &result)

        if err != nil {
            // Invalid JSON is expected for random input
            return
        }

        // If parsing succeeded, re-encoding should work
        _, err = json.Marshal(result)
        if err != nil {
            t.Errorf("Marshal failed after successful Unmarshal: %v", err)
        }
    })
}

// Run: go test -fuzz=FuzzParseJSON -fuzztime=30s

Fuzz Test with Multiple Inputs

func FuzzCompare(f *testing.F) {
    f.Add("hello", "world")
    f.Add("", "")
    f.Add("abc", "abc")

    f.Fuzz(func(t *testing.T, a, b string) {
        result := Compare(a, b)

        // Property: Compare(a, a) should always equal 0
        if a == b && result != 0 {
            t.Errorf("Compare(%q, %q) = %d; want 0", a, b, result)
        }

        // Property: Compare(a, b) and Compare(b, a) should have opposite signs
        reverse := Compare(b, a)
        if (result > 0 && reverse >= 0) || (result < 0 && reverse <= 0) {
            if result != 0 || reverse != 0 {
                t.Errorf("Compare(%q, %q) = %d, Compare(%q, %q) = %d; inconsistent",
                    a, b, result, b, a, reverse)
            }
        }
    })
}

Test Coverage

Running Coverage

# Basic coverage
go test -cover ./...

# Generate coverage profile
go test -coverprofile=coverage.out ./...

# View coverage in browser
go tool cover -html=coverage.out

# View coverage by function
go tool cover -func=coverage.out

# Coverage with race detection
go test -race -coverprofile=coverage.out ./...

Coverage Targets

Code Type	Target
Critical business logic	100%
Public APIs	90%+
General code	80%+
Generated code	Exclude

Excluding Generated Code from Coverage

//go:generate mockgen -source=interface.go -destination=mock_interface.go

// In coverage profile, exclude with build tags:
// go test -cover -tags=!generate ./...

HTTP Handler Testing

func TestHealthHandler(t *testing.T) {
    // Create request
    req := httptest.NewRequest(http.MethodGet, "/health", nil)
    w := httptest.NewRecorder()

    // Call handler
    HealthHandler(w, req)

    // Check response
    resp := w.Result()
    defer resp.Body.Close()

    if resp.StatusCode != http.StatusOK {
        t.Errorf("got status %d; want %d", resp.StatusCode, http.StatusOK)
    }

    body, _ := io.ReadAll(resp.Body)
    if string(body) != "OK" {
        t.Errorf("got body %q; want %q", body, "OK")
    }
}

func TestAPIHandler(t *testing.T) {
    tests := []struct {
        name       string
        method     string
        path       string
        body       string
        wantStatus int
        wantBody   string
    }{
        {
            name:       "get user",
            method:     http.MethodGet,
            path:       "/users/123",
            wantStatus: http.StatusOK,
            wantBody:   `{"id":"123","name":"Alice"}`,
        },
        {
            name:       "not found",
            method:     http.MethodGet,
            path:       "/users/999",
            wantStatus: http.StatusNotFound,
        },
        {
            name:       "create user",
            method:     http.MethodPost,
            path:       "/users",
            body:       `{"name":"Bob"}`,
            wantStatus: http.StatusCreated,
        },
    }

    handler := NewAPIHandler()

    for _, tt := range tests {
        t.Run(tt.name, func(t *testing.T) {
            var body io.Reader
            if tt.body != "" {
                body = strings.NewReader(tt.body)
            }

            req := httptest.NewRequest(tt.method, tt.path, body)
            req.Header.Set("Content-Type", "application/json")
            w := httptest.NewRecorder()

            handler.ServeHTTP(w, req)

            if w.Code != tt.wantStatus {
                t.Errorf("got status %d; want %d", w.Code, tt.wantStatus)
            }

            if tt.wantBody != "" && w.Body.String() != tt.wantBody {
                t.Errorf("got body %q; want %q", w.Body.String(), tt.wantBody)
            }
        })
    }
}

Testing Commands

# Run all tests
go test ./...

# Run tests with verbose output
go test -v ./...

# Run specific test
go test -run TestAdd ./...

# Run tests matching pattern
go test -run "TestUser/Create" ./...

# Run tests with race detector
go test -race ./...

# Run tests with coverage
go test -cover -coverprofile=coverage.out ./...

# Run short tests only
go test -short ./...

# Run tests with timeout
go test -timeout 30s ./...

# Run benchmarks
go test -bench=. -benchmem ./...

# Run fuzzing
go test -fuzz=FuzzParse -fuzztime=30s ./...

# Count test runs (for flaky test detection)
go test -count=10 ./...

Best Practices

DO:

• Write tests FIRST (TDD)
• Use table-driven tests for comprehensive coverage
• Test behavior, not implementation
• Use t.Helper() in helper functions
• Use t.Parallel() for independent tests
• Clean up resources with t.Cleanup()
• Use meaningful test names that describe the scenario

DON'T:

• Test private functions directly (test through public API)
• Use time.Sleep() in tests (use channels or conditions)
• Ignore flaky tests (fix or remove them)
• Mock everything (prefer integration tests when possible)
• Skip error path testing

Integration with CI/CD

# GitHub Actions example
test:
  runs-on: ubuntu-latest
  steps:
    - uses: actions/checkout@v7
    - uses: actions/setup-go@v7
      with:
        go-version: '1.27.1'

    - name: Run tests
      run: go test -race -coverprofile=coverage.out ./...

    - name: Check coverage
      run: |
        COVERAGE=$(go tool cover -func=coverage.out | awk '$1 == "total:" {print $3}' | tr -d '%')
        case "${COVERAGE}" in
          ''|*[!0-9.]*|*.*.*) echo "no single total coverage figure: '${COVERAGE}'"; exit 1 ;;
        esac
        awk -v got="${COVERAGE}" -v min=90 'BEGIN {exit !(got + 0 < min + 0)}' \
          && { echo "coverage ${COVERAGE}% is below 90%"; exit 1; }

Three things about that recipe are load-bearing. Match the total: row by its first field, never with grep total: that also matches every function whose name contains the word (totalsOf, totalTokens), which hands the comparison several lines instead of one number. Refuse a figure that is not exactly one number before comparing it: a pipeline that feeds awk '{if ($1 < 90) exit 1}' an empty stream exits 0, so a missing total: row would pass the gate. And pass the operands through -v rather than interpolating them into the awk program, where a bad value becomes a syntax error, and a syntax error under if reads as "not below the minimum".

This project's .github/workflows/ci.yml gates total coverage at COVERAGE_MIN: "90".

Go 1.24+ / 1.25+ Testing Features

Per-Test Context with t.Context()

func TestAPICall(t *testing.T) {
    // t.Context() returns a context cancelled when the test ends
    ctx := t.Context()
    result, err := fetchData(ctx, "test-id")
    if err != nil {
        t.Fatal(err)
    }
    // No need for manual context.WithCancel cleanup
}

Benchmarks with b.Loop()

// Go 1.24+: b.Loop() replaces the manual b.N pattern
func BenchmarkFormat(b *testing.B) {
    data := prepareData()
    for b.Loop() {
        _ = format(data)
    }
}

// Old pattern (still works but prefer b.Loop):
// for i := 0; i < b.N; i++ { ... }

Temp Directory with t.Chdir()

func TestFileProcessing(t *testing.T) {
    // Changes to temp dir, restores original on cleanup
    t.Chdir(t.TempDir())
    os.WriteFile("input.txt", []byte("test"), 0o644)
    result := processFile("input.txt")
    // Original working directory restored after test
}

Fake Time with testing/synctest

import "testing/synctest"

func TestTimeout(t *testing.T) {
    synctest.Run(func() {
        ch := make(chan int)
        go func() {
            time.Sleep(10 * time.Second) // Uses fake clock
            ch <- 42
        }()
        // Advances fake clock without actual waiting
        val := <-ch
        if val != 42 {
            t.Fatal("unexpected value")
        }
    })
}

Deep Comparison with go-cmp

import "github.com/google/go-cmp/cmp"

func TestUserEqual(t *testing.T) {
    got := fetchUser("42")
    want := User{ID: 42, Name: "Alice"}
    if diff := cmp.Diff(want, got); diff != "" {
        t.Errorf("fetchUser() mismatch (-want +got):\n%s", diff)
    }
}

Remember: Tests are documentation. They show how your code is meant to be used. Write them clearly and keep them up to date.

Assertions off the test goroutine (MANDATORY)

Never call t.Fatal/t.Fatalf/t.FailNow inside an httptest handler, a go statement, an errgroup task, or an MCP tool handler — it kills only that goroutine and truncates the response. Follow the six-rule contract in .github/instructions/test-goroutines.instructions.md (t.Errorf + response + return, or record with atomics and assert on the test goroutine). Verify with make check-test-goroutines.

Case loops and file names (gated in CI)

• Every case table runs under t.Run: a range over a slice or map literal that asserts must open one subtest per case, named by the name field, the string element, or the map key. go run ./cmd/audit_test_subtests/ -fix rewrites the unambiguous shapes; // sequential: <reason> on the line above a loop declares dependent steps rather than cases. make check-test-subtests gates it.
• Test functions are named TestToolName_Scenario_ExpectedResult, and a _test.go file exists only under the name of a module it tests (branches.go has branches_test.go); make check-test-file-names gates it.
• The shared mocks live in internal/testutil (NewTestClient, RespondJSON, RespondJSONWithPagination, AssertRequestPath, ForbiddenHandler); the project uses the standard library only, no testify.