Diagnose and fix PostHog common errors and exceptions.
Use when encountering PostHog errors, debugging failed requests,
or troubleshooting integration issues.
Trigger with phrases like "posthog error", "fix posthog",
"posthog not working", "debug posthog".
Diagnosis and solutions for the most common PostHog integration errors. Covers event capture failures, authentication issues, feature flag problems, identity fragmentation, and SDK initialization errors.
Prerequisites
PostHog SDK installed (posthog-js or posthog-node)
Access to browser console or server logs
PostHog project API key (phc_...) available
Instructions
Error 1: Events Not Appearing in Dashboard
Symptoms:posthog.capture() calls execute without error but events never show in PostHog Activity tab.
Diagnoses and fixes:
// Problem A: Not flushing in serverless/scripts
// posthog-node queues events — they're lost if process exits before flush
const posthog = new PostHog('phc_...');
posthog.capture({ distinctId: 'user-1', event: 'test' });
// FIX: Always flush before exit
await posthog.shutdown(); // or await posthog.flush()
// Problem B: Wrong API host
posthog.init('phc_...', {
api_host: 'https://app.posthog.com', // WRONG — this is the UI
});
// FIX: Use the ingest endpoint
posthog.init('phc_...', {
api_host: 'https://us.i.posthog.com', // CORRECT for US Cloud
// api_host: 'https://eu.i.posthog.com', // For EU Cloud
});
// Problem C: Ad blocker blocking posthog-js requests
// FIX: Set up a reverse proxy (see posthog-sdk-patterns)
// next.config.js rewrites: /ingest/* → us.i.posthog.com/*
// Then: posthog.init('phc_...', { api_host: '/ingest' });
Error 2: Feature Flag Returns undefined or Wrong Value
// Problem: Checking flag before flags are loaded
const value = posthog.isFeatureEnabled('my-flag'); // undefined — flags not ready
// FIX: Wait for flags to load
posthog.onFeatureFlags(() => {
const value = posthog.isFeatureEnabled('my-flag'); // Now has correct value
});
// Problem (server): No personalApiKey — falls back to remote evaluation
const ph = new PostHog('phc_...'); // Missing personalApiKey
const flag = await ph.getFeatureFlag('my-flag', 'user-1'); // Slow, may fail
// FIX: Add personalApiKey for local evaluation
const ph = new PostHog('phc_...', {
personalApiKey: process.env.POSTHOG_PERSONAL_API_KEY, // phx_...
});
// Now evaluates locally — faster and more reliable
Error 3: 401 Unauthorized on API Calls
set -euo pipefail
# Symptom: 401 when calling admin endpoints
curl "https://app.posthog.com/api/projects/$POSTHOG_PROJECT_ID/feature_flags/" \
-H "Authorization: Bearer phc_wrong_key_type"
# Returns: {"detail": "Authentication credentials were not provided."}
# FIX: Use Personal API Key (phx_...) for admin endpoints, not project key (phc_...)
curl "https://app.posthog.com/api/projects/$POSTHOG_PROJECT_ID/feature_flags/" \
-H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY" # Must be phx_...
# Check which key type you have:
echo "$POSTHOG_PERSONAL_API_KEY" | head -c 4
# phx_ = Personal API Key (correct for admin API)
# phc_ = Project API Key (only for event capture)
Error 4: 429 Rate Limited
// Symptom: HTTP 429 on analytics endpoints
// PostHog rate limits: 240 req/min and 1200 req/hour for analytics endpoints
// Feature flag local eval: 600 req/min
// FIX: Implement backoff with Retry-After header
async function postHogRequest(url: string, options: RequestInit) {
const response = await fetch(url, options);
if (response.status === 429) {
const retryAfter = parseInt(response.headers.get('Retry-After') || '60');
console.warn(`PostHog rate limited. Retrying in ${retryAfter}s`);
await new Promise(r => setTimeout(r, retryAfter * 1000));
return postHogRequest(url, options); // Retry
}
return response;
}
// FIX: Cache insight results instead of polling
let cachedInsights: any = null;
let cacheExpiry = 0;
async function getInsights() {
if (cachedInsights && Date.now() < cacheExpiry) return cachedInsights;
const res = await postHogRequest(
`https://app.posthog.com/api/projects/${PROJECT_ID}/insights/trend/`,
{ headers: { Authorization: `Bearer ${PERSONAL_KEY}` } }
);
cachedInsights = await res.json();
cacheExpiry = Date.now() + 300000; // Cache 5 minutes
return cachedInsights;
}
Error 5: Identity Fragmentation (Duplicate Users)
// Problem: Same user appears as multiple persons in PostHog
// Cause: Different distinct_id on frontend vs backend
// Frontend captures with anonymous ID: "anon-abc123"
posthog.capture('page_viewed'); // distinct_id = "anon-abc123"
// Backend captures with user ID: "user-456"
serverPosthog.capture({
distinctId: 'user-456', // Different from frontend!
event: 'api_called',
});
// FIX: Call identify on frontend to merge anonymous → known
posthog.identify('user-456'); // Merges anon-abc123 → user-456
// FIX: Use same distinct_id on server as frontend
serverPosthog.capture({
distinctId: 'user-456', // Same as what frontend uses after identify
event: 'api_called',
});
Error 6: posthog-js Not Loading or Initializing
// Problem: posthog.capture is not a function
// Cause: SDK not initialized or called server-side
// FIX: Guard all browser calls
if (typeof window !== 'undefined') {
posthog.init('phc_...', { api_host: 'https://us.i.posthog.com' });
}
// FIX: Check if initialized before capturing
if (typeof posthog.capture === 'function') {
posthog.capture('my_event');
}
// Problem: CSP (Content Security Policy) blocking PostHog
// FIX: Add PostHog domains to your CSP header
// connect-src: https://us.i.posthog.com https://us-assets.i.posthog.com
Quick Diagnostic Commands
set -euo pipefail
# 1. Check PostHog API reachability
curl -s -o /dev/null -w "HTTP %{http_code}\n" https://us.i.posthog.com/healthz
# 2. Verify project API key works (send test event)
curl -s -X POST 'https://us.i.posthog.com/capture/' \
-H 'Content-Type: application/json' \
-d "{\"api_key\":\"$NEXT_PUBLIC_POSTHOG_KEY\",\"event\":\"diagnostic_test\",\"distinct_id\":\"debug\"}" | jq .
# 3. Verify personal API key works
curl -s "https://app.posthog.com/api/projects/" \
-H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY" | jq '.[0].name'
# 4. Check installed SDK versions
npm list posthog-js posthog-node 2>/dev/null || echo "No PostHog SDK found"
# 5. Check environment variables
env | grep -i posthog | sed 's/=.*/=***/'
Error Handling
Error
HTTP Code
Cause
Solution
Events missing
N/A
Not flushed
await posthog.shutdown()
Auth failed
401
Wrong key type
Use phx_ for admin, phc_ for capture
Rate limited
429
Too many API calls
Backoff, cache results
Flag undefined
N/A
Flags not loaded
Use onFeatureFlags callback
CSP blocked
N/A
Missing CSP entry
Add us.i.posthog.com to connect-src
Duplicate users
N/A
Identity mismatch
Call posthog.identify() consistently
Output
Root cause identified for PostHog integration errors