Ilya Brin - Software Engineer

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How to Stop Worrying About Your Code and Become a 10x Developer

2025-12-31 7 min read Career Ilya Brin

You write code, then rewrite it three times, refactor it again, delete it, and start over. Sound familiar? Perfectionism in code is not a virtue. It’s a bottleneck.

Let’s break down how to stop obsessing over every line and start creating real value.

The Problem: Perfectionist Paralysis

A typical perfectionist’s day:

  • 2 hours choosing a variable name
  • 3 hours debating tabs vs spaces
  • 4 hours refactoring code nobody reads
  • 1 hour of actual work

Result: 10 lines of code, 0 business value.

What Is a 10x Developer

A 10x developer is not someone who writes 10 times more code. It’s someone who creates 10 times more value.

Value ≠ Amount of code

Value = Problems Solved × Speed × Quality

Principle 1: Perfect Code Doesn’t Exist

Any code can be improved. Always. Infinitely.

But there are deadlines, budgets, and real users waiting for a feature.

// Perfectionist
func CalculatePrice(items []Item, discount float64, tax float64,
    shipping float64, coupon string, membership MembershipLevel,
    region Region, currency Currency) (Price, error) {
    // 500 lines of "perfect" code
}

// Pragmatist
func CalculatePrice(cart Cart) float64 {
    return cart.Subtotal() - cart.Discount() + cart.Tax()
}

Start simple. Add complexity when it’s actually needed.

Principle 2: Working Code Beats Perfect Code

// This works
if user != nil && user.IsActive && user.HasPermission("read") {
    return data, nil
}

// This is "elegant", but doesn't work
return data, user.Validate().
    CheckActive().
    VerifyPermission("read").
    Execute()

First make it work. Then make it clean. Then make it fast.

In that order.

Principle 3: Delete Code, Don’t Add It

The best code is no code at all.

// Before: 200 lines of abstractions
type AbstractFactoryBuilder interface {
    CreateFactory() Factory
}

type Factory interface {
    CreateProduct() Product
}

// After: 5 lines
func NewProduct() *Product {
    return &Product{}
}

Every line of code is:

  • A potential bug
  • Code to maintain
  • Code to test
  • Code to document

Less code = fewer problems.

Principle 4: Copy-Paste Beats a Bad Abstraction

Yes, you read that right.

// Bad abstraction
func ProcessEntity(entity interface{}, config Config,
    validator Validator, transformer Transformer) error {
    // Generic code for everything
}

// Two simple functions
func ProcessUser(user User) error {
    // Specific code for users
}

func ProcessOrder(order Order) error {
    // Specific code for orders
}

Rule of three: duplicate once, duplicate twice, abstract on the third.

Principle 5: Tests Beat Architecture

// Complex architecture, no tests
type Service struct {
    repo    Repository
    cache   Cache
    logger  Logger
    metrics Metrics
}

// Simple code with tests
func CreateUser(name string) error {
    return db.Insert("users", name)
}

func TestCreateUser(t *testing.T) {
    err := CreateUser("test")
    assert.NoError(t, err)
}

Tests give confidence. Architecture gives complexity.

Principle 6: Self-Documenting Code Over Comments

// Bad
// This function checks the user
func check(u *User) bool {
    return u.active && u.verified
}

// Good
func IsUserAllowedToLogin(user *User) bool {
    return user.IsActive && user.IsVerified
}

Code should read like prose. A comment explaining what the code does is a sign of bad naming. A comment explaining why - is sometimes necessary.

Principle 7: Solve the Problem, Don’t Just Write Code

// Developer thinks: "I'll build a microservice"
type UserService struct {
    grpcServer *grpc.Server
    kafka      *kafka.Producer
    redis      *redis.Client
}

// Business thinks: "We need a registration button"
func RegisterUser(email, password string) error {
    return db.Insert(email, password)
}

Ask yourself: what problem am I solving? Does it even require code?

Sometimes the answer is no.

Principle 8: Ship Often, Iterate Fast

// Version 1: MVP in a week
func Search(query string) []Result {
    return db.Query("SELECT * FROM items WHERE name LIKE ?", query)
}

// Version 2: a month later, if needed
func Search(query string) []Result {
    cached := cache.Get(query)
    if cached != nil {
        return cached
    }
    results := elasticSearch.Search(query)
    cache.Set(query, results)
    return results
}

Users will give feedback. Metrics will show bottlenecks. Don’t optimize in advance.

Principle 9: Automate the Routine

// Manual workflow
// 1. Run tests
// 2. Check linter
// 3. Build
// 4. Deploy
// 5. Check logs

// Automated
// git push
// CI/CD handles everything else

Developer time is more valuable than machine time. Automate everything you can.

Principle 10: Learn From Others’ Mistakes

// Don't write your own
func MyCustomJSONParser(data string) (map[string]interface{}, error) {
    // 1000 lines of bugs
}

// Use the standard library
import "encoding/json"

func Parse(data []byte) (map[string]interface{}, error) {
    var result map[string]interface{}
    err := json.Unmarshal(data, &result)
    return result, err
}

Libraries are battle-tested by millions of users. Your code is tested only by you.

Practice: The 10x Developer Checklist

Before every commit, ask yourself:

  1. Does this solve a real problem?
  2. Is this the simplest solution?
  3. Can I delete code instead of adding it?
  4. Are there tests?
  5. Will this be clear in a week?
  6. What about in 6 months?
  7. Can this be deployed right now?

If the answer to even one question is “no” - think again.

10x Developer Metrics

Measure outcomes, not output:

// Bad metrics
- Lines of code per day
- Number of commits
- Hours at the computer

// Good metrics
- Closed tickets
- Happy users
- Time from idea to production
- Number of bugs in production

Anti-Patterns to Unlearn

1. Premature Optimization

// Unnecessary
func Sum(numbers []int) int {
    result := 0
    for i := 0; i < len(numbers); i += 8 {
        // Loop unrolling "for speed"
    }
    return result
}

// Necessary
func Sum(numbers []int) int {
    result := 0
    for _, n := range numbers {
        result += n
    }
    return result
}

2. The Golden Hammer

// Not everything needs microservices
// Not everything needs design patterns
// Not everything needs Kubernetes

// Sometimes this is enough
func Handler(w http.ResponseWriter, r *http.Request) {
    fmt.Fprintf(w, "Hello, World!")
}

3. Architecture for Architecture’s Sake

// Unnecessary
type AbstractSingletonFactoryBean interface {
    GetInstance() interface{}
}

// Necessary
var config = loadConfig()

How to Stop Worrying: Practical Steps

Step 1: Set a Timer

# 25 minutes per task
# Whatever you finish is done
# Commit and move on

Step 2: Limit Refactoring

// Rule: refactor only when
// 1. Adding a new feature to this code
// 2. Fixing a bug in this code
// 3. The code is read more than 10 times a day

// Don't refactor just because

Step 3: Code Review in 15 Minutes

// Check
// 1. Does the code work
// 2. Are there tests
// 3. Is the logic clear

// Don't check
// 1. Style (linter handles it)
// 2. Formatting (gofmt handles it)
// 3. The author's life philosophy

Step 4: Automate Checks

# .github/workflows/ci.yml
name: CI
on: [push]
jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - run: go test ./...
      - run: go vet ./...
      - run: golangci-lint run

Step 5: Deploy Every Day

# Small changes = small risks
# Large changes = large problems

git commit -m "feat: add button"
git push
# CI/CD deploys automatically

Mental Models of a 10x Developer

1. The Pareto Principle (80/20)

20% of code creates 80% of value. Find that 20%.

2. Parkinson’s Law

Work expands to fill the time allotted. Limit the time - limit the complexity.

3. YAGNI (You Aren’t Gonna Need It)

Don’t write code “for the future.” The future won’t come, but the code will stay.

4. KISS (Keep It Simple, Stupid)

A simple solution always beats a complex one.

What to Do Right Now

  1. Open your project
  2. Find the most complex file
  3. Delete half the code
  4. Run the tests
  5. If it works - commit

If it doesn’t work - that means there were no tests. Write the tests.

Conclusion

A 10x developer is not about code. It’s about mindset.

Stop worrying about:

  • Perfect architecture
  • Beautiful code
  • What your colleagues think
  • Technology trends

Start thinking about:

  • Problems solved
  • Happy users
  • Delivery speed
  • Real value

Code is a tool, not a goal.

The best code is code that solves a problem and stays out of your way.

Everything else is details.

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