madappgang/debugging-strategies

Universal Debugging Strategies

Overview

Language-agnostic debugging techniques and strategies applicable across all technology stacks.

Debugging Methodology

The Scientific Method for Debugging

1. Observe: Gather information about the bug
2. Hypothesize: Form theories about the cause
3. Predict: What would confirm/refute each theory?
4. Test: Run experiments to validate
5. Conclude: Identify root cause and fix

Systematic Approach

1. Reproduce the bug reliably
2. Isolate the failing code path
3. Trace backwards from the error
4. Identify the root cause
5. Verify the fix
6. Add tests to prevent regression

Error Analysis

Stack Trace Reading

Read stack traces bottom to top:

Error: Cannot read property 'name' of undefined
    at formatUser (src/utils/format.ts:42)      ← Error thrown here
    at processUsers (src/services/user.ts:28)    ← Called from here
    at UserList.render (src/components/UserList.tsx:15)
    at App.render (src/App.tsx:8)                ← Entry point

Focus on YOUR code - skip framework/library internals initially.

Error Categories

| Category | Examples | Common Causes | |----------|----------|---------------| | Null/Undefined | Cannot read property 'x' of undefined | Missing data, async timing | | Type Errors | x is not a function | Wrong type, typo | | Logic Errors | Wrong output, no error | Incorrect conditions | | Runtime Errors | Out of bounds, division by zero | Invalid input | | Async Errors | Unhandled promise rejection | Missing error handler | | Network Errors | Timeout, connection refused | API down, wrong URL |

Debugging Techniques

Binary Search (Bisection)

When the bug is somewhere in a large codebase:

1. Find a known good state (commit, version)
2. Find current bad state
3. Test the midpoint
4. Narrow to half with bug
5. Repeat until found

Git bisect:

git bisect start
git bisect bad                    # Current commit is broken
git bisect good v1.0.0           # v1.0.0 was working
# Git checks out midpoint, test it
git bisect good/bad              # Mark and continue

Wolf Fence Algorithm

Split the code into sections and determine which section contains the bug:

┌─────────────────────────────────────┐
│           Code Section A            │ ← Test: Bug here?
├─────────────────────────────────────┤
│           Code Section B            │ ← Test: Bug here?
├─────────────────────────────────────┤
│           Code Section C            │ ← Test: Bug here?
└─────────────────────────────────────┘

Add logging/breakpoints at section boundaries, narrow down.

Rubber Duck Debugging

Explain the code line by line (to a rubber duck, colleague, or yourself):

1. Explain what the code SHOULD do
2. Explain what it ACTUALLY does
3. The discrepancy reveals the bug

Change One Thing at a Time

When experimenting:

• Make ONE change
• Test
• Observe result
• Revert if no improvement
• Repeat

Data Flow Tracing

Backwards Tracing

Start at the error, trace backwards:

1. Error occurs at line 42: user.name is undefined
2. Where does `user` come from? Line 38: const user = getUser(id)
3. What does getUser return? Check function...
4. getUser queries database, returns undefined if not found
5. Root cause: No null check after getUser

Forward Tracing

Start at input, trace forward:

1. User enters email: "test@example"
2. Form submits to /api/register
3. API validates email... passes (bug: missing TLD check)
4. Saves to database with invalid email
5. Later processes fail on invalid email

Logging Strategies

Strategic Log Placement

function processOrder(order) {
  console.log('processOrder START', { orderId: order.id });

  try {
    const validated = validateOrder(order);
    console.log('Validation passed', { orderId: order.id });

    const result = saveOrder(validated);
    console.log('processOrder SUCCESS', { orderId: order.id, result });

    return result;
  } catch (error) {
    console.error('processOrder FAILED', {
      orderId: order.id,
      error: error.message,
      stack: error.stack
    });
    throw error;
  }
}

Log Levels

| Level | Use For | Example | |-------|---------|---------| | ERROR | Failures requiring attention | Failed to save order: DB connection lost | | WARN | Potential issues | Retry 2/3 for API call | | INFO | Significant events | User logged in: user123 | | DEBUG | Detailed diagnostics | Validating email: [email protected] | | TRACE | Very verbose | Entering function processOrder |

Structured Logging

// BAD: Unstructured
console.log('User ' + userId + ' ordered ' + items.length + ' items');

// GOOD: Structured
logger.info('Order placed', {
  userId,
  itemCount: items.length,
  total: order.total,
  timestamp: new Date().toISOString()
});

Breakpoint Strategies

Types of Breakpoints

| Type | Use Case | |------|----------| | Line | Stop at specific line | | Conditional | Stop only when condition is true | | Logpoint | Log without stopping | | Exception | Stop on thrown exception | | DOM | Stop on DOM modification (browser) |

Effective Breakpoint Placement

1. Before the error - See state leading to failure
2. At decision points - Check which branch executes
3. At data boundaries - API calls, DB queries
4. In loops - Check iteration values

Common Bug Patterns

Off-by-One Errors

// BUG: Index out of bounds
for (let i = 0; i <= array.length; i++) {
  console.log(array[i]); // Fails on last iteration
}

// FIX
for (let i = 0; i < array.length; i++) {
  console.log(array[i]);
}

Race Conditions

// BUG: Race condition
async function getData() {
  fetchData().then(data => { this.data = data; });
  processData(this.data); // May run before fetch completes!
}

// FIX: Await the result
async function getData() {
  this.data = await fetchData();
  processData(this.data);
}

Null Reference

// BUG: Accessing property of undefined
const name = user.profile.name;

// FIX: Optional chaining or guard
const name = user?.profile?.name;
// or
if (user && user.profile) {
  const name = user.profile.name;
}

State Mutation

// BUG: Mutating input
function addTax(price) {
  price.total = price.amount * 1.2; // Mutates input!
  return price;
}

// FIX: Return new object
function addTax(price) {
  return {
    ...price,
    total: price.amount * 1.2
  };
}

Closure Pitfalls

// BUG: All callbacks share same i
for (var i = 0; i < 3; i++) {
  setTimeout(() => console.log(i), 100); // Logs: 3, 3, 3
}

// FIX: Use let (block scope) or capture value
for (let i = 0; i < 3; i++) {
  setTimeout(() => console.log(i), 100); // Logs: 0, 1, 2
}

Environment-Specific Debugging

Browser (JavaScript)

• DevTools Console
• Network tab for API calls
• Elements tab for DOM
• Sources tab for breakpoints
• Performance tab for bottlenecks
• Application tab for storage

Node.js

# Start with inspector
node --inspect app.js

# Break on first line
node --inspect-brk app.js

Backend APIs

• Request/response logging
• Database query logging
• Trace IDs for distributed tracing
• Health check endpoints

Debugging Checklist

When stuck, verify:

• [ ] Input: Is input data correct?
• [ ] Config: Are environment variables set?
• [ ] Dependencies: Are all services running?
• [ ] Versions: Is the correct version deployed?
• [ ] Cache: Is stale data being used?
• [ ] Permissions: Does the code have required access?
• [ ] Timing: Are async operations completing?
• [ ] State: Is application state as expected?

Prevention

Defensive Coding

function processUser(user) {
  // Guard clauses
  if (!user) throw new Error('User is required');
  if (!user.email) throw new Error('User email is required');

  // Type assertions (TypeScript)
  const email = user.email as string;

  // Proceed with validated data
  return formatUser(user);
}

Assertions

// Development-time checks
function divide(a, b) {
  console.assert(b !== 0, 'Division by zero');
  return a / b;
}

Error Boundaries

try {
  riskyOperation();
} catch (error) {
  // Log with context
  logger.error('Operation failed', {
    error: error.message,
    stack: error.stack,
    context: { userId, operation: 'riskyOperation' }
  });

  // Recover or rethrow
  throw new OperationError('Failed to complete operation', { cause: error });
}

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Debugging strategies applicable to all technology stacks