Excellent code is not only executable by machines, but also easily understood and maintained by every team member. Code clarity directly affects project readability, scalability, and long-term maintenance costs.
Why Implementing consistent development philosophy across the project maximizes collaboration efficiency and reduces long-term maintenance costs.
When Check against these principles before writing or reviewing any code.
Key Takeaways
- Follow project conventions (Biome / shadcn / Tailwind)
- Keep it simple – avoid over-engineering
- Scout principle – make code better with every change
- Root cause analysis – use type system to prevent issues
// Single responsibility example
function validateEmail(email: string): boolean {
return /^\S+@\S+\.\S+$/.test(email)
}Why Good architecture makes code sustainably evolve and easily extensible.
When Apply when designing new modules or refactoring existing ones.
Key Takeaways
- Centralized, type-safe configuration management
- Composition over inheritance
- Concurrency handling: React 19 + Suspense
- Moderate configuration / dependency injection / principle of least knowledge
// Dependency injection example
class OrderProcessor {
constructor(private payment: PaymentService) {}
async process(order: Order) {
await this.payment.pay(order.total)
}
}Why Readable code allows future you (or colleagues) to quickly understand business intent.
When Should always be considered during writing, refactoring, or code review.
Key Takeaways
- Consistent naming and style
- Use explanatory variables and positive conditions
- Encapsulate boundary conditions & extract functions
- Avoid logical dependencies and side effects
// Explanatory variable example
const isProUser = user.plan === 'pro'
const hasActiveSub = user.subscription === 'active'
if (isProUser && hasActiveSub) {
/* ... */
}Why Clear, consistent naming minimizes team communication costs.
When When defining any variables, functions, files, or branch names.
Key Takeaways
- Descriptive and searchable
- Meaningful distinctions, not numeric suffixes
- Use named constants instead of magic values
- Avoid encoding prefixes (Hungarian notation)
// Constants example
const MAX_RETRY = 3Why Small, focused functions are easy to test and reuse.
When When implementing new features or evaluating existing function complexity.
Key Takeaways
- Single responsibility & descriptive function names
- Minimal parameter count (object parameter passing)
- Avoid side effects and boolean flag parameters
interface CreateProjectParams {
name: string
type: ProjectType
}
function createProject({ name, type }: CreateProjectParams) {
/* ... */
}Why High-quality comments supplement, not replace, readable code.
When When explaining intent, complex algorithms, or potential risks.
Key Takeaways
- Self-documenting code is better than comments
- Avoid redundant/noise comments
- Delete unused code instead of commenting it out
- Use JSDoc to document interfaces and examples
/**
* Calculate discounted price
*/
function calcDiscount(price: number, rate: number) {
return price * (1 - rate)
}Why Proper organization reduces module cross-dependencies and cognitive load.
When When creating new files or reorganizing existing logic.
Key Takeaways
- Vertical separation of concepts & related code stays close
- Declare variables/functions near their usage
- Maintain line length and group with blank lines
// Good vertical separation - related concepts tightly organized
class UserService {
// Private fields concentrated at the top
private readonly userRepository: UserRepository
private readonly emailService: EmailService
constructor(userRepo: UserRepository, emailSvc: EmailService) {
this.userRepository = userRepo
this.emailService = emailSvc
}
// Public methods organized by call hierarchy
async createUser(userData: CreateUserData): Promise<User> {
const validatedData = this.validateUserData(userData)
const user = await this.saveUser(validatedData)
await this.sendWelcomeEmail(user)
return user
}
// Private helper methods follow closely after the public methods that call them
private validateUserData(data: CreateUserData): ValidatedUserData {
if (!data.email || !data.name) {
throw new Error('Missing required fields')
}
return { ...data, createdAt: new Date() }
}
private async saveUser(data: ValidatedUserData): Promise<User> {
return await this.userRepository.save(data)
}
private async sendWelcomeEmail(user: User): Promise<void> {
await this.emailService.sendWelcome(user.email, user.name)
}
}
// Poor vertical separation - concepts scattered
class BadUserService {
private userRepository: UserRepository
async createUser(userData: CreateUserData): Promise<User> {
// Logic scattered, hard to understand
}
private emailService: EmailService // Field scattered
private validateUserData(data: CreateUserData) {
// Validation logic far from the method using it
}
constructor(userRepo: UserRepository, emailSvc: EmailService) {
// Constructor misplaced
}
}Why Good encapsulation improves reusability and reduces coupling.
When When developing React components or defining interfaces.
Key Takeaways
- Hide internal implementation & use simple data structures
- Single responsibility & minimize props
function UserCard({ user }: { user: User }) {
return <div>{user.name}</div>
}Why High-quality tests prevent regression and improve design quality.
When When writing or maintaining tests for features.
Key Takeaways
- Single assertion focus & readability first
- Fast execution & test isolation
- Vitest configuration with React Testing Library
import { describe, test, expect } from 'vitest'
describe('add', () => {
test('1 + 1 = 2', () => {
expect(1 + 1).toBe(2)
})
})Why Leverage latest concurrent features and RSC to optimize performance and user experience.
When When developing new pages or refactoring existing ones.
Key Takeaways
- Server Components for data fetching
- Suspense & Error Boundary
- Custom Hooks for complex logic management
// React 19 + Suspense modern pattern
import { Suspense } from 'react'
import { ErrorBoundary } from 'react-error-boundary'
// Server Component - data fetching
async function ProjectList() {
const projects = await getProjects() // Server-side data fetching
return (
<div className="grid gap-4">
{projects.map(project => (
<ProjectCard key={project.id} project={project} />
))}
</div>
)
}
// Client Component - interaction logic
'use client'
function ProjectCard({ project }: { project: Project }) {
const [isLiked, setIsLiked] = useState(false)
return (
<div className="border rounded-lg p-4">
<h3>{project.name}</h3>
<button
onClick={() => setIsLiked(!isLiked)}
className={isLiked ? 'text-red-500' : 'text-gray-500'}
>
{isLiked ? '❤️' : '🤍'}
</button>
</div>
)
}
// Page component - composition pattern
export default function ProjectsPage() {
return (
<div className="container mx-auto p-6">
<h1>My Projects</h1>
<ErrorBoundary fallback={<ProjectError />}>
<Suspense fallback={<ProjectSkeleton />}>
<ProjectList />
</Suspense>
</ErrorBoundary>
</div>
)
}
// Error boundary component
function ProjectError() {
return (
<div className="text-center p-8">
<p>Error loading projects, please try again later</p>
</div>
)
}
// Loading skeleton
function ProjectSkeleton() {
return (
<div className="grid gap-4">
{Array.from({ length: 3 }).map((_, i) => (
<div key={i} className="border rounded-lg p-4 animate-pulse">
<div className="h-4 bg-gray-200 rounded mb-2" />
<div className="h-3 bg-gray-200 rounded w-2/3" />
</div>
))}
</div>
)
}
// Custom Hook - complex logic management
function useProjectActions(projectId: string) {
const [isLoading, setIsLoading] = useState(false)
const deleteProject = async () => {
setIsLoading(true)
try {
await api.projects.delete(projectId)
// Handle success
} catch (error) {
// Handle error
} finally {
setIsLoading(false)
}
}
return { deleteProject, isLoading }
}Why End-to-end type safety simplifies front-end and back-end collaboration.
When When designing APIs or client-side data access.
Key Takeaways
- Modular routers & Zod validation
- Client-side Hook usage patterns
- Unified error handling
// tRPC router modular design
import { z } from 'zod'
import { createTRPCRouter, protectedProcedure, publicProcedure } from '@/server/api/trpc'
// Zod validation schema
const createProjectSchema = z.object({
name: z.string().min(1).max(100),
description: z.string().optional(),
type: z.enum(['web', 'mobile', 'desktop']),
isPublic: z.boolean().default(false)
})
const updateProjectSchema = createProjectSchema.partial().extend({
id: z.string().uuid()
})
// Project router
export const projectRouter = createTRPCRouter({
// Public query
getPublic: publicProcedure
.input(z.object({
limit: z.number().min(1).max(100).default(10),
cursor: z.string().optional()
}))
.query(async ({ input, ctx }) => {
const projects = await ctx.db.project.findMany({
where: { isPublic: true },
take: input.limit + 1,
cursor: input.cursor ? { id: input.cursor } : undefined,
orderBy: { createdAt: 'desc' }
})
let nextCursor: string | undefined
if (projects.length > input.limit) {
const nextItem = projects.pop()
nextCursor = nextItem!.id
}
return { projects, nextCursor }
}),
// Protected query
getMyProjects: protectedProcedure
.query(async ({ ctx }) => {
return await ctx.db.project.findMany({
where: { userId: ctx.session.user.id },
orderBy: { updatedAt: 'desc' }
})
}),
// Create project
create: protectedProcedure
.input(createProjectSchema)
.mutation(async ({ input, ctx }) => {
try {
const project = await ctx.db.project.create({
data: {
...input,
userId: ctx.session.user.id
}
})
// Log operation
await ctx.logger.info('Project created', {
projectId: project.id,
userId: ctx.session.user.id
})
return project
} catch (error) {
throw new TRPCError({
code: 'INTERNAL_SERVER_ERROR',
message: 'Failed to create project'
})
}
}),
// Update project
update: protectedProcedure
.input(updateProjectSchema)
.mutation(async ({ input, ctx }) => {
const { id, ...updateData } = input
// Permission check
const existingProject = await ctx.db.project.findFirst({
where: { id, userId: ctx.session.user.id }
})
if (!existingProject) {
throw new TRPCError({
code: 'NOT_FOUND',
message: 'Project not found or no permission'
})
}
return await ctx.db.project.update({
where: { id },
data: updateData
})
})
})
// Client usage example
'use client'
import { api } from '@/utils/api'
function ProjectList() {
// Query Hook
const { data: projects, isLoading, error } = api.project.getMyProjects.useQuery()
// Mutation Hook
const createProject = api.project.create.useMutation({
onSuccess: () => {
// Refetch data
utils.project.getMyProjects.invalidate()
},
onError: (error) => {
toast.error(error.message)
}
})
const handleCreate = (data: CreateProjectData) => {
createProject.mutate(data)
}
if (isLoading) return <div>Loading...</div>
if (error) return <div>Error: {error.message}</div>
return (
<div>
{projects?.map(project => (
<ProjectCard key={project.id} project={project} />
))}
</div>
)
}
// Unified error handling
export const createTRPCNext = createTRPCNext<AppRouter>({
config() {
return {
links: [
httpBatchLink({
url: '/api/trpc',
headers() {
return {
authorization: getAuthToken()
}
}
})
],
queryClientConfig: {
defaultOptions: {
queries: {
staleTime: 5 * 60 * 1000, // 5 minutes
retry: (failureCount, error) => {
// Don't retry 4xx errors
if (error.data?.httpStatus >= 400 && error.data?.httpStatus < 500) {
return false
}
return failureCount < 3
}
}
}
}
}
}
})Why Identifying and fixing smells can significantly reduce technical debt.
When During code reviews or refactoring.
Key Takeaways
- Rigidity / Fragility / Immobility
- Unnecessary complexity & duplication & opacity
// Code smell examples
// 1. Rigidity - hard to change, one change affects many
class OrderProcessor {
processOrder(order: Order) {
// Hard-coded business rules, difficult to extend
if (order.type === 'PREMIUM') {
this.applyPremiumDiscount(order)
this.sendPremiumEmail(order)
this.updatePremiumStats(order)
} else if (order.type === 'REGULAR') {
this.applyRegularDiscount(order)
this.sendRegularEmail(order)
this.updateRegularStats(order)
}
// Adding new type requires modifying this method
}
}
// 2. Fragility - changing one place breaks many others
class UserService {
users: User[] = []
addUser(user: User) {
this.users.push(user) // Direct array manipulation
}
getUserCount() {
return this.users.length // Depends on internal implementation
}
getActiveUsers() {
return this.users.filter(u => u.isActive) // Same dependency
}
// If we change how users are stored, multiple methods break
}
// 3. Immobility - coupled to specific environment
class FileLogger {
log(message: string) {
// Hard-coded file path, can't be used in different environments
fs.writeFileSync('/var/log/app.log', message)
}
}
// 4. Unnecessary complexity - over-engineering
interface IUserFactory {
createUser(): IUser
}
interface IUser {
getName(): string
setName(name: string): void
}
class UserFactory implements IUserFactory {
createUser(): IUser {
return new User()
}
}
// Simple User class over-abstracted
// 5. Duplicate code - violates DRY principle
class EmailService {
sendWelcomeEmail(user: User) {
const subject = 'Welcome!'
const body = `Hello ${user.name}, welcome to our platform!`
this.sendEmail(user.email, subject, body)
}
sendPasswordResetEmail(user: User) {
const subject = 'Password Reset'
const body = `Hello ${user.name}, click here to reset password.`
this.sendEmail(user.email, subject, body)
}
// Duplicate email sending logic
}
// 6. Opacity - hard to understand
function calc(a: number, b: number, c: number): number {
return a * 0.1 + b * 0.05 - c * 0.02 // Magic numbers, meaning unclear
}
// Refactored clean code
// 1. Solve rigidity - use strategy pattern
interface OrderStrategy {
process(order: Order): void
}
class PremiumOrderStrategy implements OrderStrategy {
process(order: Order) {
this.applyDiscount(order, 0.2)
this.sendEmail(order, 'premium-template')
this.updateStats(order, 'premium')
}
}
class OrderProcessor {
private strategies = new Map<string, OrderStrategy>()
process(order: Order) {
const strategy = this.strategies.get(order.type)
if (!strategy) throw new Error(`Unknown order type: ${order.type}`)
strategy.process(order)
}
}
// 2. Solve fragility - encapsulate internal state
class UserRepository {
private users = new Map<string, User>()
add(user: User): void {
this.users.set(user.id, user)
}
getCount(): number {
return this.users.size
}
getActive(): User[] {
return Array.from(this.users.values()).filter(u => u.isActive)
}
}
// 3. Solve immobility - dependency injection
interface Logger {
log(message: string): void
}
class FileLogger implements Logger {
constructor(private filePath: string) {}
log(message: string) {
fs.writeFileSync(this.filePath, message)
}
}
// 4. Solve unnecessary complexity - simplify design
class User {
constructor(public name: string) {}
}
// 5. Solve duplication - extract common logic
class EmailService {
sendWelcomeEmail(user: User) {
this.sendTemplateEmail(user, 'welcome', { name: user.name })
}
sendPasswordResetEmail(user: User) {
this.sendTemplateEmail(user, 'password-reset', { name: user.name })
}
private sendTemplateEmail(user: User, template: string, data: any) {
const { subject, body } = this.renderTemplate(template, data)
this.sendEmail(user.email, subject, body)
}
}
// 6. Solve opacity - use named constants
const TAX_RATE = 0.1
const SERVICE_FEE_RATE = 0.05
const DISCOUNT_RATE = 0.02
function calculateTotal(price: number, service: number, discount: number): number {
return price * TAX_RATE + service * SERVICE_FEE_RATE - discount * DISCOUNT_RATE
}