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Get Started Free →Idiomatic Go patterns for error handling, interfaces, concurrency, testing, and module management
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 52% | 0% |
| case-07 | ✓→✓ | = Same ✓ | 110% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 42% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 70% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 554% | 0% |
go// Return errors, never panic in library code func LoadConfig(path string) (Config, error) { data, err := os.ReadFile(path) if err != nil { return Config{}, fmt.Errorf("reading config %s: %w", path, err) } var cfg Config if err := json.Unmarshal(data, &cfg); err != nil { return Config{}, fmt.Errorf("parsing config: %w", err) } return cfg, nil }
Rules:
fmt.Errorf("context: %w", err)%w to allow callers to use errors.Is and errors.Asgovar ( ErrNotFound = errors.New("not found") ErrUnauthorized = errors.New("unauthorized") ) func GetUser(id string) (User, error) { user, ok := store[id] if !ok { return User{}, fmt.Errorf("user %s: %w", id, ErrNotFound) } return user, nil } // Caller user, err := GetUser(id) if errors.Is(err, ErrNotFound) { http.Error(w, "user not found", http.StatusNotFound) return }
go// Keep interfaces small (1-3 methods) type Reader interface { Read(p []byte) (n int, err error) } type UserStore interface { GetUser(ctx context.Context, id string) (User, error) CreateUser(ctx context.Context, u User) error } // Accept interfaces, return structs func NewService(store UserStore, logger *slog.Logger) *Service { return &Service{store: store, logger: logger} }
Rules:
io.Reader, io.Writer, fmt.Stringer from the standard libraryer suffixgofunc process(ctx context.Context, jobs <-chan Job, workers int) <-chan Result { results := make(chan Result, workers) var wg sync.WaitGroup for range workers { wg.Add(1) go func() { defer wg.Done() for job := range jobs { select { case <-ctx.Done(): return case results <- job.Execute(): } } }() } go func() { wg.Wait() close(results) }() return results }
gofunc fanOut[T, R any](ctx context.Context, items []T, fn func(T) R, concurrency int) []R { sem := make(chan struct{}, concurrency) results := make([]R, len(items)) var wg sync.WaitGroup for i, item := range items { wg.Add(1) sem <- struct{}{} go func() { defer func() { <-sem; wg.Done() }() results[i] = fn(item) }() } wg.Wait() return results }
Rules:
context.Context as the first parametersync.WaitGroup to wait for goroutine completiongofunc (s *Service) HandleRequest(ctx context.Context, req Request) (Response, error) { ctx, cancel := context.WithTimeout(ctx, 5*time.Second) defer cancel() user, err := s.store.GetUser(ctx, req.UserID) if err != nil { return Response{}, fmt.Errorf("getting user: %w", err) } ctx = context.WithValue(ctx, userKey, user) return s.processRequest(ctx, req) }
Rules:
context.WithTimeout or context.WithDeadline for all external callsdefer cancel() after creating a cancellable contextcontext.WithValue sparingly (request-scoped values only: trace IDs, auth info)gofunc TestValidateEmail(t *testing.T) { tests := []struct { name string email string want bool }{ {"valid email", "user@example.com", true}, {"missing @", "userexample.com", false}, {"empty string", "", false}, {"multiple @", "user@@example.com", false}, {"valid with subdomain", "user@mail.example.com", true}, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { got := ValidateEmail(tt.email) if got != tt.want { t.Errorf("ValidateEmail(%q) = %v, want %v", tt.email, got, tt.want) } }) } }
gofunc newTestServer(t *testing.T) *httptest.Server { t.Helper() handler := setupRoutes() srv := httptest.NewServer(handler) t.Cleanup(srv.Close) return srv } func assertEqual[T comparable](t *testing.T, got, want T) { t.Helper() if got != want { t.Errorf("got %v, want %v", got, want) } }
Use t.Helper() in all test utility functions. Use t.Cleanup() instead of defer for test resource cleanup. Use testdata/ directory for test fixtures.
go.mod structure:
module github.com/org/project
go 1.23
require (
github.com/lib/pq v1.10.9
golang.org/x/sync v0.7.0
)Commands:
bashgo mod tidy # remove unused, add missing go mod verify # verify checksums go list -m -u all # check for updates go get -u ./... # update all dependencies go mod vendor # vendor dependencies (optional)
Use go mod tidy before every commit. Pin major versions. Review changelogs before updating.
Design types so their zero value is useful:
go// sync.Mutex zero value is an unlocked mutex (ready to use) var mu sync.Mutex // bytes.Buffer zero value is an empty buffer (ready to use) var buf bytes.Buffer buf.WriteString("hello") // Custom types: make zero value meaningful type Server struct { Addr string // defaults to "" Handler http.Handler // defaults to nil Timeout time.Duration // defaults to 0 (no timeout) } func (s *Server) ListenAndServe() error { addr := s.Addr if addr == "" { addr = ":8080" // useful default } handler := s.Handler if handler == nil { handler = http.DefaultServeMux } // ... }
Rules:
goimport "log/slog" logger := slog.New(slog.NewJSONHandler(os.Stdout, &slog.HandlerOptions{ Level: slog.LevelInfo, })) logger.Info("request handled", slog.String("method", r.Method), slog.String("path", r.URL.Path), slog.Int("status", status), slog.Duration("latency", time.Since(start)), )
Use log/slog (standard library, Go 1.21+). Use structured fields, never string interpolation. Include request ID, user ID, and operation name in every log entry.
interface{} / any instead of concrete typesinit() for complex setup (makes testing hard)_ without commentOther measured skills in the registry, with their headline benchmark lift.