Go Development (1.25+)
Core Philosophy
- •
Stdlib and Mature Libraries First
- •Always prefer Go stdlib solutions
- •External deps only when stdlib is insufficient
- •Choose mature, well-maintained libs when needed
- •Don't reinvent the wheel—use existing solutions
- •
Concrete Types Over
any- •Never use
interface{}oranywhen concrete type works - •Generics for reusable utilities, concrete types for business logic
- •Accept interfaces, return structs
- •Never use
- •
Private Interfaces at Consumer
- •Define interfaces private (lowercase) where used
- •Decouples code, enables testing
- •Implementation returns concrete types
- •
Flat Control Flow
- •Early returns, guard clauses
- •No nested IFs—max 2 levels
- •Switch for multi-case logic
- •
Explicit Error Handling
- •Always wrap with context
- •Use
errors.Is()/errors.As() - •No bare
return err
Quick Patterns
Private Interface at Consumer
go
// service/user.go - private interface where it's USED
type userStore interface {
Get(ctx context.Context, id string) (*User, error)
}
type Service struct {
store userStore // accepts interface
}
// repo/postgres.go - returns concrete type
func NewPostgresStore(db *sql.DB) *PostgresStore {
return &PostgresStore{db: db}
}
Flat Control Flow (No Nesting)
go
// GOOD: guard clauses, early returns
func process(user *User) error {
if user == nil {
return ErrNilUser
}
if user.Email == "" {
return ErrMissingEmail
}
if !isValidEmail(user.Email) {
return ErrInvalidEmail
}
return doWork(user)
}
// BAD: nested conditions
func process(user *User) error {
if user != nil {
if user.Email != "" {
if isValidEmail(user.Email) {
return doWork(user)
}
}
}
return nil
}
Error Handling
go
if err := doThing(); err != nil {
return fmt.Errorf("do thing: %w", err) // always wrap
}
// Sentinel errors
if errors.Is(err, ErrNotFound) {
return http.StatusNotFound
}
Concrete Types (Avoid any)
go
// GOOD: concrete types
func ProcessUsers(users []User) error { ... }
func GetUserByID(id string) (*User, error) { ... }
// BAD: unnecessary any
func ProcessItems(items []any) error { ... }
func GetByID(id any) (any, error) { ... }
Table-Driven Tests
go
tests := []struct {
name string
input string
want string
wantErr bool
}{
{"valid", "hello", "HELLO", false},
{"empty", "", "", true},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got, err := Process(tt.input)
if tt.wantErr {
require.Error(t, err)
return
}
require.NoError(t, err)
assert.Equal(t, tt.want, got)
})
}
Go 1.25 Features
- •testing/synctest: Deterministic concurrent testing
- •encoding/json/v2: 3-10x faster (GOEXPERIMENT=jsonv2)
- •runtime/trace.FlightRecorder: Production trace capture
- •Container-aware GOMAXPROCS: Auto-detects cgroup limits
References
- •PATTERNS.md - Detailed code patterns
- •TESTING.md - Testing with testify/mockery
- •CLI.md - CLI application patterns
Tooling
bash
go build ./... # Build go test -race ./... # Test with race detector golangci-lint run # Lint mockery --all # Generate mocks