Flaky Test Triage
Detect, isolate, and remediate non-deterministic or flaky tests through stress-repetition and root-cause analysis
# Flaky Test Triage
Investigate and eliminate non-deterministic behavior for: **$ARGUMENTS**
## Purpose
Isolate tests that pass and fail intermittently without code changes, determine the underlying source of non-determinism (race conditions, order coupling, timing drift, or leaked state), and apply robust deflaking fixes.
## Pre-flight
1. Confirm working tree cleanliness before running repeated test runs:
```bash
test -z "$(git status --porcelain)" || { echo "Working tree is dirty; commit or stash changes first."; exit 1; }
```
2. Identify the target test file or test case from `$ARGUMENTS`.
3. Detect the test framework in use (e.g., Jest, Vitest, Pytest, Go test, Cargo test) from project configuration.
## Triage & Stabilization Workflow
### 1. Stress Repetition to Measure Flake Frequency
Run the target test for 20 iterations without breaking early on first error so the full pass/fail ratio and flake frequency can be accurately quantified:
- **Vitest**:
```bash
passes=0; fails=0
for i in $(seq 1 20); do
if npx vitest run <path-to-test>; then ((++passes)); else ((++fails)); fi
done
echo "Vitest Results: $passes passed, $fails failed out of 20 runs"
```
- **Jest**:
```bash
passes=0; fails=0
for i in $(seq 1 20); do
if npx jest <path-to-test> --runInBand; then ((++passes)); else ((++fails)); fi
done
echo "Jest Results: $passes passed, $fails failed out of 20 runs"
```
- **Pytest**:
```bash
passes=0; fails=0
for i in $(seq 1 20); do
if pytest <path-to-test> -v; then ((++passes)); else ((++fails)); fi
done
echo "Pytest Results: $passes passed, $fails failed out of 20 runs"
```
- **Go**:
```bash
go test -count=20 -run <TestName> <package-path>
```
- **Cargo**:
```bash
passes=0; fails=0
for i in $(seq 1 20); do
if cargo test <test_name> -- --nocapture; then ((++passes)); else ((++fails)); fi
done
echo "Cargo Results: $passes passed, $fails failed out of 20 runs"
```
Record the pass/fail ratio and capture stdout/stderr from failed iterations.
### 2. Diagnose Flake Root Cause
Categorize the failure using the common non-determinism taxonomy:
1. **Timing & Asynchronous Race Conditions**:
- Symptom: Fails under high CPU load or CI runners; passes on fast local hardware.
- Indicators: Arbitrary `sleep()`, `setTimeout()`, or unawaited promises/goroutines.
- Root cause: Test asserts before an asynchronous background operation resolves.
2. **Test Order Dependency & State Pollution**:
- **Symptom**: Passes when executed in isolation (`--testNamePattern`), fails when the entire suite runs.
- **Indicators**: Leaked global variables, uncleared database records, singleton caches, or shared filesystem artifacts.
- **Verification**: Use the framework's shuffle support when it is installed. For Pytest, detect optional plugins before passing their flags:
```bash
if pytest --help 2>/dev/null | grep -q -- '--random-order'; then
pytest <path-to-test> --random-order
elif pytest --help 2>/dev/null | grep -q -- '--randomly-seed'; then
pytest <path-to-test> --randomly-seed=random
else
echo 'No Pytest randomization plugin detected; record order-randomization as unavailable.'
pytest <path-to-test> -v
fi
```
Do not pass `--random-order` or `--randomly-seed` unless the corresponding plugin advertises the option.
3. **Clock & Timezone Skew**:
- Symptom: Fails around midnight UTC, during month/year rollovers, or in different local timezones.
- Indicators: Unmocked `Date.now()`, `new Date()`, `datetime.utcnow()`, or reliance on implicit locale sorting.
4. **Resource & Port Contention**:
- Symptom: `EADDRINUSE`, file locking errors, or database transaction deadlocks when run concurrently.
- Indicators: Hardcoded network ports, static temporary file names, or shared test database schemas.
### 3. Apply Targeted Stabilization Patterns
Implement the appropriate pattern based on the diagnosed category:
- **Replace Arbitrary Delays with Condition-Based Polling**:
Avoid static `sleep(1000)`. Instead, use poll-based assertions with explicit timeouts:
```typescript
// Bad
await sleep(500);
expect(await getStatus()).toBe("completed");
// Good
await waitFor(async () => {
expect(await getStatus()).toBe("completed");
}, { timeout: 5000, interval: 50 });
```
- **Enforce Clean Teardown & Mock Restoration**:
Ensure global mocks, timers, and database tables are cleared in `afterEach` hooks:
```typescript
afterEach(async () => {
vi.restoreAllMocks();
vi.useRealTimers();
await cleanupDatabase();
});
```
- **Dynamic Resource Isolation**:
Use ephemeral ports (`0` for OS-assigned port) and unique temporary folders per test run:
```typescript
const testDir = await fs.promises.mkdtemp(path.join(os.tmpdir(), "test-run-"));
```
### 4. Verification & Stability Certification
1. Verify stability by executing 50 consecutive iterations (stopping on any failure to observe if flake reoccurs):
```bash
for i in $(seq 1 50); do
<test-command> || { echo "Stability check failed on iteration $i"; exit 1; }
done
echo "Stability check passed: 50/50 consecutive runs passed without failure."
```
2. Run the enclosing test file with randomized test ordering when the framework supports it. Do not assume optional Pytest plugins are installed:
```bash
# Vitest:
npx vitest run <path-to-test> --sequence.shuffle.tests
# Pytest:
if pytest --help 2>/dev/null | grep -q -- '--random-order'; then
pytest <path-to-test> --random-order
elif pytest --help 2>/dev/null | grep -q -- '--randomly-seed'; then
pytest <path-to-test> --randomly-seed=random
else
echo 'Pytest shuffle check unavailable: install pytest-random-order or pytest-randomly to enable it.'
pytest <path-to-test> -v
fi
```
3. Run the complete project test suite to guarantee zero regressions:
```bash
npm test
```
### 5. Report Findings
Summarize:
- **Flake Rate Before**: e.g., 3 failures out of 20 runs (15% flake rate).
- **Identified Root Cause**: Specific race condition, state leak, or timing dependency.
- **Remediation Applied**: Exact code changes made to stabilize the test.
- **Verification Result**: 50/50 consecutive runs passed without error.
## Safety Notes
- Never fix a flaky test by simply increasing an arbitrary `sleep()` duration; this increases test suite runtime without fixing the underlying race.
- Do not mark tests with `@skip`, `xit`, or blanket retries without addressing the fundamental root cause.
- Maintain test assertions' strictness; do not weaken expectations merely to make a test pass.