Core Review Agent

Bug Hunter

Finds the bugs that would wake you up at 3 AM

A specialized AI agent that hunts runtime errors, race conditions, edge cases, and logic bugs. The issues that slip through tests but crash in production.

What Bug Hunter Catches

The bugs that tests miss but users find

Null Pointer & Undefined Errors

Missing null checks, undefined access, and optional chaining gaps that crash at runtime

Missing null checksUndefined property accessOptional chaining gaps

Race Conditions

Async timing bugs, state mutations during render, and concurrent access issues

Async state updatesConcurrent modificationsStale closure bugs

Edge Cases

Boundary conditions, empty arrays, zero values, and special inputs that break in production

Empty array handlingZero/negative valuesUnicode edge cases

Logic Errors

Incorrect conditionals, off-by-one errors, and business logic that doesn't match intent

Wrong operators (< vs <=)Inverted conditionsMissing else branches

Real-World Bug Catches

See how Bug Hunter spots issues before they reach production

Null Reference Prevention

Bug
function getUserName(user) {
  // Crashes if user is null/undefined
  return user.profile.name.toUpperCase()
}

No null checks — crashes on undefined user

Fix
function getUserName(user) {
  return user?.profile?.name?.toUpperCase() ?? 'Unknown'
}

Use optional chaining with fallback

Race Condition Detection

Bug
async function loadData() {
  setLoading(true)
  const data = await fetchData()
  // Component might be unmounted!
  setData(data)
  setLoading(false)
}

State update after unmount causes memory leak

Fix
async function loadData() {
  let cancelled = false
  setLoading(true)
  const data = await fetchData()
  if (!cancelled) {
    setData(data)
    setLoading(false)
  }
  return () => { cancelled = true }
}

Track mounted state with cleanup

Off-by-One Error

Bug
// Process all items except last
for (let i = 0; i < items.length - 1; i++) {
  process(items[i])
}
// Bug: skips last item unintentionally

Off-by-one: skips the last item

Fix
// Process all items
for (let i = 0; i < items.length; i++) {
  process(items[i])
}
// Or use forEach for clarity
items.forEach(item => process(item))

Use correct boundary or forEach

Deep Analysis

How Bug Hunter Works

Bug Hunter thinks like a QA engineer with infinite patience. It traces every code path, considers every edge case, and asks "what if?" at every branch.

Control Flow Analysis

Traces all possible execution paths through your code

Edge Case Simulation

Tests boundary conditions, empty values, and unusual inputs

Scenario Modeling

Imagines real-world usage patterns that could trigger bugs

Analysis Pipeline

1

Parse Code Flow

Builds a mental model of how data flows through your code

2

Identify Risk Points

Finds places where things can go wrong

3

Trace Edge Cases

Simulates unusual inputs and boundary conditions

4

Report with Context

Explains the bug scenario and how to fix it

The 3 AM Test

Would this bug wake you up? Bug Hunter catches them first.

Production Crashes

Null pointers, undefined access, and type errors that only appear with real data

Intermittent Failures

Race conditions that work 99% of the time — until they don't

Data Corruption

Logic errors that silently corrupt data until someone notices

Tests check what you expect.
Bug Hunter checks what you forgot.

Sleep Better
Ship With Confidence

Let Bug Hunter catch the issues that would wake you up. Free for 14 days, no credit card required.

Null pointer detection
Race condition analysis
Edge case coverage