posthog-incident-runbook

PostHog incident response: triage decision tree, immediate actions for 401/429/500 errors, graceful degradation, evidence collection, and postmortem. Trigger: "posthog incident", "posthog outage", "posthog down", "posthog on-call", "posthog emergency", "posthog broken production".

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posthog-pack Plugin
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posthog-pack

Claude Code skill pack for PostHog (24 skills)

saas packs v1.0.0
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Installation

This skill is included in the posthog-pack plugin:

/plugin install posthog-pack@claude-code-plugins-plus

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Instructions

PostHog Incident Runbook

Overview

Rapid incident response for PostHog integration failures. PostHog Cloud has its own status page (status.posthog.com) — the first step is always determining whether the issue is PostHog-side or your integration.

Severity Levels

Level Definition Response Time Examples
P1 Analytics completely down < 15 min All capture calls failing, feature flags returning defaults
P2 Degraded analytics < 1 hour High latency, partial event loss, slow flag eval
P3 Minor impact < 4 hours Webhook delays, specific event type missing
P4 No user impact Next day Monitoring gaps, dashboard stale data

Quick Triage (Run First)


set -euo pipefail
echo "=== PostHog Triage ==="
echo ""

# 1. Is PostHog Cloud up?
echo -n "PostHog US Cloud: "
curl -sf -o /dev/null -w "%{http_code}" https://us.i.posthog.com/healthz || echo "UNREACHABLE"
echo ""

# 2. Can we capture events?
echo -n "Event capture: "
curl -sf -o /dev/null -w "%{http_code}" -X POST 'https://us.i.posthog.com/capture/' \
  -H 'Content-Type: application/json' \
  -d "{\"api_key\":\"${NEXT_PUBLIC_POSTHOG_KEY}\",\"event\":\"triage_test\",\"distinct_id\":\"triage\"}" || echo "FAILED"
echo ""

# 3. Can we evaluate flags?
echo -n "Flag evaluation: "
curl -sf -o /dev/null -w "%{http_code}" -X POST 'https://us.i.posthog.com/decide/?v=3' \
  -H 'Content-Type: application/json' \
  -d "{\"api_key\":\"${NEXT_PUBLIC_POSTHOG_KEY}\",\"distinct_id\":\"triage\"}" || echo "FAILED"
echo ""

# 4. Can we access admin API?
if [ -n "${POSTHOG_PERSONAL_API_KEY:-}" ]; then
  echo -n "Admin API: "
  curl -sf -o /dev/null -w "%{http_code}" "https://app.posthog.com/api/projects/" \
    -H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY" || echo "FAILED"
  echo ""
fi

# 5. Check our integration health
echo -n "Our health endpoint: "
curl -sf -o /dev/null -w "%{http_code}" "https://your-app.com/api/health" || echo "UNREACHABLE"
echo ""

Decision Tree


Is PostHog Cloud healthy (status.posthog.com)?
├── NO → PostHog outage
│   ├── Enable graceful degradation (feature flags return defaults)
│   ├── Monitor status.posthog.com for resolution
│   └── Events will be lost during outage (capture is fire-and-forget)
│
└── YES → Our integration issue
    ├── Are we getting 401? → API key issue (see Error 401 below)
    ├── Are we getting 429? → Rate limited (see Error 429 below)
    ├── Are events just not appearing? → Check flush/shutdown (see below)
    └── Are flags returning defaults? → Check personalApiKey (see below)

Immediate Actions by Error Type

401/403 — Authentication Failed


set -euo pipefail
# Verify API key type and validity
echo "Project key prefix: $(echo "$NEXT_PUBLIC_POSTHOG_KEY" | head -c 4)"
echo "Personal key prefix: $(echo "$POSTHOG_PERSONAL_API_KEY" | head -c 4)"

# Test project key (should return HTTP 200)
curl -s -o /dev/null -w "Capture: %{http_code}\n" -X POST 'https://us.i.posthog.com/capture/' \
  -H 'Content-Type: application/json' \
  -d "{\"api_key\":\"$NEXT_PUBLIC_POSTHOG_KEY\",\"event\":\"test\",\"distinct_id\":\"test\"}"

# Test personal key (should return project list)
curl -s -o /dev/null -w "Admin: %{http_code}\n" "https://app.posthog.com/api/projects/" \
  -H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY"

# Fix: If key is invalid, rotate in PostHog dashboard and update secrets

429 — Rate Limited


set -euo pipefail
# PostHog rate limits (private API only):
# - Analytics endpoints: 240/min, 1200/hour
# - HogQL query: 1200/hour
# - Local flag eval polling: 600/min
# - Capture endpoints: NO LIMIT

# Immediate: Cache API responses, reduce polling frequency
# Long-term: See posthog-rate-limits skill

Events Not Appearing


set -euo pipefail
# Most common cause: not calling flush/shutdown in serverless

# Check 1: Is capture endpoint reachable?
curl -s -X POST 'https://us.i.posthog.com/capture/' \
  -H 'Content-Type: application/json' \
  -d "{\"api_key\":\"$NEXT_PUBLIC_POSTHOG_KEY\",\"event\":\"debug_test\",\"distinct_id\":\"debug-$(date +%s)\"}" | jq .
# Expected: {"status": 1}

# Check 2: Verify API host is correct (common mistake)
# WRONG: https://app.posthog.com (this is the UI)
# RIGHT: https://us.i.posthog.com (this is the ingest endpoint)

Feature Flags Returning Defaults


// Most common causes:
// 1. No personalApiKey → falls back to remote eval which may fail
// 2. Flags not loaded yet → check timing
// 3. Wrong project key → flags from different project

// Fix 1: Add personalApiKey
const posthog = new PostHog(process.env.NEXT_PUBLIC_POSTHOG_KEY!, {
  personalApiKey: process.env.POSTHOG_PERSONAL_API_KEY, // Required for local eval
});

// Fix 2: Wait for flags in browser
posthog.onFeatureFlags(() => {
  // Now flags are loaded
  const value = posthog.isFeatureEnabled('my-flag');
});

Graceful Degradation Pattern


// PostHog should NEVER crash your app
function safeCapture(distinctId: string, event: string, props?: Record<string, any>) {
  try {
    posthog.capture({ distinctId, event, properties: props });
  } catch {
    // Swallow error — analytics failure should never impact users
  }
}

async function safeFlag(key: string, userId: string, fallback: boolean = false): Promise<boolean> {
  try {
    const result = await posthog.isFeatureEnabled(key, userId);
    return result ?? fallback;
  } catch {
    return fallback; // Return safe default
  }
}

Post-Incident Evidence Collection


set -euo pipefail
INCIDENT_DIR="posthog-incident-$(date +%Y%m%d-%H%M%S)"
mkdir -p "$INCIDENT_DIR"

# Collect diagnostics
echo "Incident: $(date -u)" > "$INCIDENT_DIR/timeline.txt"
curl -s https://us.i.posthog.com/healthz > "$INCIDENT_DIR/healthz.json" 2>&1
env | grep -i posthog | sed 's/=.*/=***/' > "$INCIDENT_DIR/env-redacted.txt"
npm list posthog-js posthog-node 2>/dev/null > "$INCIDENT_DIR/versions.txt"

tar -czf "$INCIDENT_DIR.tar.gz" "$INCIDENT_DIR"
echo "Evidence collected: $INCIDENT_DIR.tar.gz"

Error Handling

Issue Cause Solution
Complete analytics outage PostHog Cloud down Enable graceful degradation, monitor status page
Partial event loss Serverless not flushing Add await posthog.shutdown()
All flags return false personalApiKey missing or expired Add/rotate personal API key
Admin API 401 Personal key revoked Generate new key in PostHog settings
High latency Network path to PostHog Check reverse proxy, try direct connection

Output

  • Triage commands identifying issue source
  • Immediate remediation for each error type
  • Graceful degradation wrappers
  • Post-incident evidence bundle

Resources

Next Steps

For data handling, see posthog-data-handling.

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