Systematic debugging - reproduce, isolate the root cause, fix, pin it with a regression test. Use it first whenever the user reports a bug, a crash, an error message, a wrong result or a failing test (a failing CI pipeline is ops-ci-fix), before reading code to guess at the cause.
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---
name: dev-debug
description: Systematic debugging - reproduce, isolate the root cause, fix, pin it with a regression test. Use it first whenever the user reports a bug, a crash, an error message, a wrong result or a failing test (a failing CI pipeline is ops-ci-fix), before reading code to guess at the cause.
argument-hint: "[error-description]"
---
# Debug a Problem
## Goal
Identify the root cause of a bug methodically via a systematic 4-phase approach.
## Systematic Methodology (4 Phases)
```
┌──────────────────────────────────────────────────────────────────┐
│ SYSTEMATIC DEBUGGING │
├──────────────────────────────────────────────────────────────────┤
│ │
│ PHASE 1: OBSERVATION Collect without interpreting │
│ ═══════════════════ │
│ - Reproduce the exact symptom │
│ - Document the environment │
│ - Capture logs, stack traces, states │
│ - DO NOT jump to conclusions │
│ │
│ PHASE 2: HYPOTHESES Reason systematically │
│ ════════════════════ │
│ - List ALL possible causes │
│ - Rank by probability (high/medium/low) │
│ - Define a validation test for each hypothesis │
│ - Use the 5 Whys technique │
│ │
│ PHASE 3: INVESTIGATION Prove, do not assume │
│ ══════════════════════ │
│ - Test ONE hypothesis at a time │
│ - Use strategic tracing and logging │
│ - Isolate with binary search (code or git bisect) │
│ - Document each tested hypothesis (confirmed/refuted) │
│ │
│ PHASE 4: VERIFICATION Confirm the fix is real │
│ ════════════════════ │
│ - Reproduce the original bug (must fail without the fix) │
│ - Apply the minimal fix │
│ - Prove the bug is fixed │
│ - Verify the absence of side effects │
│ - Add a non-regression test │
│ - Defense in depth: assertions on invariants │
│ │
└──────────────────────────────────────────────────────────────────┘
```
## Phase 1: Observation
**Key questions:**
- What is happening exactly?
- What should happen?
- When did it start?
- Is it 100% reproducible?
- What are the aggravating/mitigating factors?
```bash
# Recent logs
tail -100 logs/app.log 2>/dev/null
# Latest commits
git log --oneline -10
# Recent changes in the suspect area
git log --oneline -5 -- src/path/suspect/
```
## Phase 2: Hypotheses
### Hypothesis matrix
| # | Hypothesis | Probability | Validation test |
|---|------------|-------------|-----------------|
| 1 | [Most likely] | High | [How to verify] |
| 2 | [Secondary] | Medium | [How to verify] |
| 3 | [Less likely] | Low | [How to verify] |
### 5 Whys technique
```
Problem: The application crashes at login
1. Why? -> The JWT token is invalid
2. Why? -> The token has expired
3. Why? -> The refresh token was not called
4. Why? -> The interceptor did not detect the expiration
5. Why? -> Timezone bug in the comparison
Root cause: Timezone bug in the refresh logic
```
### Common causes by type
| Bug type | Frequent causes |
|----------|-----------------|
| **Null/Undefined** | Missing data, race condition, API changed |
| **Type error** | Wrong type, JSON parsing, implicit conversion |
| **Off-by-one** | Array index, loop, `<` vs `<=` comparison |
| **Race condition** | Async without await, shared state, timing |
| **Memory leak** | Event listeners, closures, circular references |
| **Regression** | Recent change, side effect, dependency update |
## Phase 3: Investigation
### Tracing techniques
```typescript
// Strategic tracing (not console.log everywhere)
function trace(label: string, data: unknown) {
console.log(`[TRACE:${label}]`, JSON.stringify(data, null, 2));
}
// Trace points at boundaries
trace('INPUT', { args }); // Function entry
trace('STATE', { variables }); // Intermediate state
trace('OUTPUT', { result }); // Function exit
trace('BRANCH', { condition }); // Decision taken
```
### Binary search in the code
```
1. Comment out half of the suspect code
2. Does the bug persist?
- Yes -> The bug is in the remaining half
- No -> The bug is in the commented half
3. Repeat until isolating the exact line
```
### Git bisect (find the faulty commit)
```bash
git bisect start
git bisect bad # Current version broken
git bisect good <commit> # Last known good version
# Test and mark good/bad until finding the commit
git bisect reset
```
## Phase 4: Verification (MANDATORY)
### Prove the fix works
```
1. WITHOUT the fix: reproduce the bug -> failure confirmed
2. WITH the fix: same scenario -> success confirmed
3. Existing tests -> all pass
4. Non-regression test -> written and passes
5. Side effects -> verified absent
```
### Defense in depth
```typescript
// Add assertions on critical invariants
function processPayment(amount: number, userId: string) {
assert(amount > 0, 'Payment amount must be positive');
assert(userId, 'User ID is required');
// ...business code...
}
```
### Completion checklist
```
[ ] Bug reproduced reliably
[ ] Root cause identified (not just the symptom)
[ ] Minimal fix applied (no opportunistic refactoring)
[ ] Non-regression test added
[ ] Existing tests pass
[ ] No side effects
[ ] Fix documentation (descriptive commit message)
```
## Expected output
```markdown
## Diagnosis: [Bug description]
### Phase 1 - Observation
**Symptom:** [What happens]
**Expected behavior:** [What should happen]
**Reproduction:** [Steps 1, 2, 3...]
### Phase 2 - Hypotheses
| # | Hypothesis | Probability | Result |
|---|------------|-------------|--------|
| 1 | [...] | High | Confirmed/Refuted |
### Phase 3 - Investigation
**Root cause:** `src/xxx.ts:42` - [Technical explanation]
**5 Whys:** [Causal chain]
### Phase 4 - Verification
- [x] Bug reproduced
- [x] Fix applied
- [x] Non-regression test added
- [x] All tests pass
- [x] No side effects
```
## Rules
- Do not assume - verify (Phase 4 mandatory)
- One bug at a time
- Understand BEFORE fixing
- Always add a non-regression test
- Document every tested hypothesis, even refuted ones
- The fix must be MINIMAL - no opportunistic refactoring
## Iron Law: No fix without root cause
IMPORTANT: NEVER propose a fix before identifying the root cause. Symptom fixes mask the real problem and create new bugs.
### Red flags (rationalizations to avoid)
| Phrase | Problem |
|--------|---------|
| "Quick fix for now" | Avoids the root cause |
| "Let's just try changing X" | Guess-and-check, not systematic |
| "I don't really understand but it should work" | Blind fix |
| "It's urgent, no time to investigate" | Systematic investigation is FASTER |
### Rule of 3 failures
After 3 failed fix attempts: STOP. Do not attempt a 4th fix.
1. Question the basic assumptions
2. Broaden the search perimeter
3. Check whether the problem is architectural (not just a local bug)
4. Consider `git bisect` to find the faulty commit
### Metrics
| Approach | Average time | 1st-attempt fix rate |
|----------|--------------|----------------------|
| Systematic (4 phases) | 15-30 min | ~95% |
| Random fixing (guess-and-check) | 2-3h | ~40% |