Skills Development Configure PostHog Multi-Environment Setup

Configure PostHog Multi-Environment Setup

v20260423
posthog-multi-env-setup
This comprehensive guide details how to properly set up PostHog for multiple environments (development, staging, production). It emphasizes data isolation by utilizing separate projects, allowing granular control over critical analytics features such as session recording rates, autocapture, and feature flag rollout percentages. This ensures accurate and reliable data tracking across all deployment stages, preventing test data from polluting production analytics.
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Overview

PostHog Multi-Environment Setup

Overview

Use separate PostHog projects for each environment (dev, staging, production). This prevents dev/test events from polluting production analytics, allows different feature flag rollout percentages per environment, and lets you disable session recordings in non-production.

Prerequisites

  • PostHog Cloud account or self-hosted instance
  • Admin access to create multiple projects
  • Deployment platform with environment variable support

Environment Strategy

EnvironmentPostHog ProjectSession RecordingAutocaptureFeature Flags
Developmentmyapp-devDisabledEnabled100% rollout (test all)
Stagingmyapp-stagingDisabledEnabled100% rollout (QA all)
Productionmyapp-prod10% sampledTunedGradual rollout

Instructions

Step 1: Create Separate PostHog Projects

In PostHog Cloud (app.posthog.com), create three projects:

  1. myapp-development — copy the phc_... project API key
  2. myapp-staging — copy the phc_... project API key
  3. myapp-production — copy the phc_... project API key

Step 2: Environment Variables

# .env.local (development — git-ignored)
NEXT_PUBLIC_POSTHOG_KEY=phc_dev_key_here
NEXT_PUBLIC_POSTHOG_HOST=https://us.i.posthog.com
POSTHOG_PERSONAL_API_KEY=phx_your_key
POSTHOG_PROJECT_ID=11111

# .env.staging (CI/CD secrets or secret manager)
NEXT_PUBLIC_POSTHOG_KEY=phc_staging_key_here
NEXT_PUBLIC_POSTHOG_HOST=https://us.i.posthog.com
POSTHOG_PERSONAL_API_KEY=phx_your_key
POSTHOG_PROJECT_ID=22222

# Production (secret manager — never in files)
# NEXT_PUBLIC_POSTHOG_KEY=phc_prod_key_here
# POSTHOG_PROJECT_ID=33333

Step 3: Environment-Aware SDK Configuration

// config/posthog.ts
type Env = 'development' | 'staging' | 'production';

interface PostHogEnvConfig {
  apiKey: string;
  host: string;
  sessionRecording: boolean;
  recordingSampleRate: number;
  autocapture: boolean | object;
  debug: boolean;
}

function getConfig(): PostHogEnvConfig {
  const env = (process.env.NODE_ENV || 'development') as Env;
  const key = process.env.NEXT_PUBLIC_POSTHOG_KEY;
  const host = process.env.NEXT_PUBLIC_POSTHOG_HOST || 'https://us.i.posthog.com';

  if (!key) {
    console.warn(`[PostHog] No API key for ${env} — analytics disabled`);
  }

  const configs: Record<Env, Omit<PostHogEnvConfig, 'apiKey' | 'host'>> = {
    development: {
      sessionRecording: false,
      recordingSampleRate: 0,
      autocapture: true,
      debug: true,
    },
    staging: {
      sessionRecording: false,
      recordingSampleRate: 0,
      autocapture: true,
      debug: false,
    },
    production: {
      sessionRecording: true,
      recordingSampleRate: 0.1,  // Record 10% of sessions
      autocapture: {
        dom_event_allowlist: ['click', 'submit'],
        element_allowlist: ['a', 'button', 'form'],
        css_selector_allowlist: ['.track-click'],
      },
      debug: false,
    },
  };

  return { apiKey: key || '', host, ...configs[env] };
}

export const posthogConfig = getConfig();

Step 4: Browser SDK with Environment Config

// app/providers.tsx
'use client';
import posthog from 'posthog-js';
import { PostHogProvider } from 'posthog-js/react';
import { useEffect } from 'react';
import { posthogConfig } from '../config/posthog';

export function PHProvider({ children }: { children: React.ReactNode }) {
  useEffect(() => {
    if (!posthogConfig.apiKey) return; // Skip if no key configured

    posthog.init(posthogConfig.apiKey, {
      api_host: posthogConfig.host,
      autocapture: posthogConfig.autocapture,
      capture_pageview: false,  // Manual in App Router
      capture_pageleave: true,
      disable_session_recording: !posthogConfig.sessionRecording,
      session_recording: posthogConfig.sessionRecording
        ? { sampleRate: posthogConfig.recordingSampleRate }
        : undefined,
      loaded: (ph) => {
        if (posthogConfig.debug) ph.debug();
      },
    });
  }, []);

  return <PostHogProvider client={posthog}>{children}</PostHogProvider>;
}

Step 5: Server SDK with Environment Config

// lib/posthog-server.ts
import { PostHog } from 'posthog-node';
import { posthogConfig } from '../config/posthog';

let client: PostHog | null = null;

export function getPostHogServer(): PostHog {
  if (client) return client;

  if (!posthogConfig.apiKey) {
    // Return no-op client when unconfigured
    return { capture: () => {}, identify: () => {}, shutdown: async () => {} } as any;
  }

  client = new PostHog(posthogConfig.apiKey, {
    host: posthogConfig.host,
    personalApiKey: process.env.POSTHOG_PERSONAL_API_KEY,
    flushAt: 20,
    flushInterval: 10000,
  });

  return client;
}

Step 6: Feature Flag Rollout Per Environment

// In your staging PostHog project: set all flags to 100% rollout for QA
// In your production PostHog project: gradual rollout (10% → 25% → 50% → 100%)

// Server-side flag check works the same regardless of environment
const ph = getPostHogServer();
const enabled = await ph.isFeatureEnabled('new-checkout', userId);
// Staging project: always true (100% rollout)
// Production project: depends on rollout percentage
set -euo pipefail
# Set all flags to 100% in staging project (for QA)
curl "https://app.posthog.com/api/projects/$POSTHOG_STAGING_PROJECT_ID/feature_flags/" \
  -H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY" | \
  jq -r '.results[].id' | while read FLAG_ID; do
    curl -X PATCH "https://app.posthog.com/api/projects/$POSTHOG_STAGING_PROJECT_ID/feature_flags/$FLAG_ID/" \
      -H "Authorization: Bearer $POSTHOG_PERSONAL_API_KEY" \
      -H "Content-Type: application/json" \
      -d '{"filters": {"groups": [{"rollout_percentage": 100}]}}'
  done

Error Handling

IssueCauseSolution
Dev events in prodSame API key across envsUse separate projects per env
No events in stagingapiKey not setCheck CI/CD secret is configured
Session recordings in devWrong configVerify sessionRecording: false in dev config
Flags different across envsSeparate projectsExpected behavior — set rollout per project
401 from server APIWrong personal keyPersonal key works across projects in same org

Output

  • Separate PostHog projects for dev, staging, production
  • Environment-aware SDK configuration
  • Session recording disabled in non-production
  • Feature flags at 100% in staging, gradual in production
  • Server SDK with no-op fallback when unconfigured

Resources

Next Steps

For webhook setup, see posthog-webhooks-events.

Info
Category Development
Name posthog-multi-env-setup
Version v20260423
Size 7.54KB
Updated At 2026-07-13
Language