Instrument Product Analytics
PostHogOfficialCreated by PostHog
- Skill
- Tool integration
- Data and AI
- MIT
- Low risk
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides a structured, multi-step workflow to integrate PostHog product analytics into a wide variety of software projects. It guides the user through detecting the project's framework, installing the appropriate SDK, initializing the service, and strategically placing event capture calls. The skill emphasizes non-intrusive implementation, requiring that new analytics code be added alongside existing logic without altering the project's fundamental architecture. It also covers user identification, error tracking, and secure environment variable management.
What it does
- Detects the project's framework and language to determine the correct PostHog SDK.
- Handles initial SDK installation and initialization based on framework-specific patterns.
- Identifies key user actions and business-critical events for tracking.
- Implements event capture calls and user identification logic.
- Configures environment variables securely for API tokens and host URLs.
- Verifies the integration and performs targeted linting on modified files.
When to use it
- After implementing new features that require tracking for product analytics.
- When reviewing pull requests to ensure meaningful user behaviors are captured.
- During the initial setup of a new project that needs product analytics.
- When migrating or adding analytics to an existing application.
Advantages
- Supports a broad range of frontend, backend, and mobile frameworks.
- Ensures consistent event naming and property usage across the codebase.
- Prioritizes non-breaking changes and minimal impact on existing code structure.
- Automates the complex setup of environment variables and SDK initialization.
Usage examples
- “Add PostHog analytics to my Next.js project.”
- The agent will analyze the project structure, install the PostHog SDK, initialize it in the appropriate client/server files, and prompt you to identify key events to track.
- “I need to track user signups and errors in my Django backend.”
- The agent will locate your authentication logic, add identify calls, implement exception capture, and ensure the PostHog project tokens are managed via environment variables.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/posthog/instrument-product-analytics/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip instrument-product-analytics.zip -d .agents/skills
Documentation by PostHog
Add PostHog product analytics events
Use this skill to add product analytics events (capture calls) that track meaningful user actions in new or changed code. Use it after implementing features or reviewing PRs to ensure key user behaviors are captured. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any framework or language.
Supported frameworks and languages: Next.js, React Router, Nuxt, Vue, TanStack Start, SvelteKit, Astro, Angular, Django, Flask, FastAPI, Laravel, PHP, Ruby on Rails, Go, Elixir, Android, iOS, Flutter, React Native, Expo, and more.
Instructions
Follow these steps IN ORDER:
STEP 1: Analyze the codebase and detect the platform.
Look for dependency files (package.json, pubspec.yaml, Podfile, Package.swift, requirements.txt, Gemfile, composer.json, go.mod, mix.exs, etc.) to determine the framework and language.
Look for lockfiles (pnpm-lock.yaml, package-lock.json, yarn.lock, bun.lockb, go.sum, pubspec.lock, Podfile.lock, Package.resolved, mix.lock) to determine the package manager.
Check for existing PostHog setup. If PostHog is already installed and initialized, skip to STEP 5.
STEP 2: Research integration. (Skip if PostHog is already set up.) 2.1. Find the reference file below that matches the detected framework — it is the source of truth for SDK initialization, provider setup, and event capture patterns. Read it now. 2.2. If no reference matches, fall back to your general knowledge and web search. Use posthog.com/docs as the primary search source.
STEP 3: Install the PostHog SDK. (Skip if PostHog is already set up.)
Add the PostHog SDK package for the detected platform. Do not manually edit package.json — use the package manager's install command.
STEP 4: Initialize PostHog. (Skip if PostHog is already set up.)
Follow the framework reference for where and how to initialize. This varies significantly by framework (e.g., instrumentation-client.ts for Next.js 15.3+, AppConfig.ready() for Django, create_app() for Flask).
STEP 5: Plan event tracking.
From the project's file list, select between 10 and 15 files that might have interesting business value for event tracking, especially conversion and churn events.
Also look for files related to login that could be used for identifying users, along with error handling.
Find any existing
posthog.capture()code. Make note of event name formatting. Don't duplicate existing events; supplement them.Track actions only, not pageviews (those can be captured automatically). Exceptions can be made for "viewed"-type events at the top of a conversion funnel.
Server-side events are REQUIRED if the project includes any instrumentable server-side code (API routes, server actions, webhook handlers, payment/checkout completion, authentication endpoints).
STEP 6: Implement event capture.
For each planned event, add
posthog.capture()calls with useful properties.If a file already has existing integration code for other tools or services, don't overwrite or remove that code. Place PostHog code below it.
Do not alter the fundamental architecture of existing files. Make additions minimal and targeted.
You must read a file immediately before attempting to write it.
STEP 7: Identify users.
Add PostHog
identify()calls on the client side during login and signup events. Use the contents of login and signup forms to identify users on submit.If both frontend and backend exist, pass the client-side session and distinct ID using
X-POSTHOG-DISTINCT-IDandX-POSTHOG-SESSION-IDheaders to the server-side code. On the server side, make sure events have a matching distinct ID.
STEP 8: Add error tracking.
Add PostHog exception capture error tracking to relevant files, particularly around critical user flows and API boundaries.
STEP 9: Set up environment variables.
Check if the project already has PostHog environment variables configured (e.g. in
.env,.env.local, or framework-specific env files). If valid values already exist, skip this step.If the PostHog project token is missing, use the PostHog MCP server's
projects-gettool to retrieve the project'sapi_token. If multiple projects are returned, ask the user which project to use. If the MCP server is not connected or not authenticated, ask the user for their PostHog project token instead.For the PostHog host URL: check the
projects-getMCP response for aregionfield —USmaps tohttps://us.i.posthog.com,EUmaps tohttps://eu.i.posthog.com. If the region is not available from the MCP response or from existing project configuration, ask the user: "Are you on PostHog US Cloud or EU Cloud?" Do not assume US Cloud.Write these values to the appropriate env file using the framework's naming convention.
Reference these environment variables in code instead of hardcoding them.
STEP 10: Verify and clean up.
Check the project for errors. Look for type checking or build scripts in package.json.
Ensure any components created were actually used.
Run any linter or prettier-like scripts found in the package.json, but ONLY on the files you have edited or created during this session. Never run formatting or linting across the entire project's codebase.
Reference files
references/EXAMPLE-next-app-router.md- next-app-router example project codereferences/EXAMPLE-next-pages-router.md- next-pages-router example project codereferences/EXAMPLE-react-react-router-6.md- react-react-router-6 example project codereferences/EXAMPLE-react-react-router-7-framework.md- react-react-router-7-framework example project codereferences/EXAMPLE-react-react-router-7-data.md- react-react-router-7-data example project codereferences/EXAMPLE-react-react-router-7-declarative.md- react-react-router-7-declarative example project codereferences/EXAMPLE-nuxt-3-6.md- nuxt-3-6 example project codereferences/EXAMPLE-nuxt-4.md- nuxt-4 example project codereferences/EXAMPLE-vue-3.md- vue-3 example project codereferences/EXAMPLE-react-tanstack-router-file-based.md- react-tanstack-router-file-based example project codereferences/EXAMPLE-react-tanstack-router-code-based.md- react-tanstack-router-code-based example project codereferences/EXAMPLE-tanstack-start.md- tanstack-start example project codereferences/EXAMPLE-sveltekit.md- sveltekit example project codereferences/EXAMPLE-astro-static.md- astro-static example project codereferences/EXAMPLE-astro-view-transitions.md- astro-view-transitions example project codereferences/EXAMPLE-astro-ssr.md- astro-ssr example project codereferences/EXAMPLE-astro-hybrid.md- astro-hybrid example project codereferences/EXAMPLE-angular.md- angular example project codereferences/EXAMPLE-django.md- django example project codereferences/EXAMPLE-flask.md- flask example project codereferences/EXAMPLE-fastapi.md- fastapi example project codereferences/EXAMPLE-python.md- python example project codereferences/EXAMPLE-laravel.md- laravel example project codereferences/EXAMPLE-php.md- php example project codereferences/EXAMPLE-ruby-on-rails.md- ruby-on-rails example project codereferences/EXAMPLE-ruby.md- ruby example project codereferences/EXAMPLE-android.md- android example project codereferences/EXAMPLE-swift.md- swift example project codereferences/EXAMPLE-react-native.md- react-native example project codereferences/EXAMPLE-expo.md- expo example project codereferences/next-js.md- Next.jsreferences/react-router-v6.md- React router v6references/react-router-v7-framework-mode.md- React router v7 framework mode (remix v3)references/react-router-v7-data-mode.md- React router v7 data modereferences/react-router-v7-declarative-mode.md- React router v7 declarative modereferences/nuxt-js-3-6.md- Nuxt.js (v3.0 to v3.6)references/nuxt-js.md- Nuxt.jsreferences/vue-js.md- Vue.jsreferences/tanstack-start.md- Tanstack startreferences/svelte.md- Sveltereferences/astro.md- Astroreferences/angular.md- Angularreferences/django.md- Djangoreferences/flask.md- Flaskreferences/python.md- Pythonreferences/posthog-python.md- PostHog python SDKreferences/dotnet.md- .netreferences/elixir.md- Elixirreferences/go.md- Goreferences/laravel.md- Laravelreferences/php.md- Phpreferences/ruby-on-rails.md- Ruby on railsreferences/ruby.md- Rubyreferences/android.md- Androidreferences/ios.md- Iosreferences/usage.md- Ios SDK usagereferences/configuration.md- Ios SDK configurationreferences/flutter.md- Flutterreferences/react-native.md- React nativereferences/identify-users.md- Identify usersreferences/COMMANDMENTS.md- Framework-specific rules the integration must follow
Each framework reference contains SDK-specific installation, initialization, and usage patterns. Find the one matching the user's stack.
Key principles
Environment variables: Always use environment variables for PostHog keys. Never hardcode them.
Minimal changes: Add PostHog code alongside existing integrations. Don't replace or restructure existing code.
Match the docs: Follow the framework reference's initialization and capture patterns exactly.
Files
- ATTRIBUTION.mdAdded by AutoGineer970 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md9.6 KiB
- references/COMMANDMENTS.md1.5 KiB
- references/EXAMPLE-android.md49.8 KiB
- references/EXAMPLE-angular.md23.1 KiB
- references/EXAMPLE-astro-hybrid.md27.5 KiB
- references/EXAMPLE-astro-ssr.md27.6 KiB
- references/EXAMPLE-astro-static.md19.6 KiB
- references/EXAMPLE-astro-view-transitions.md23.3 KiB
- references/EXAMPLE-django.md30.7 KiB
- references/EXAMPLE-expo.md35.1 KiB
- references/EXAMPLE-fastapi.md40.9 KiB
- references/EXAMPLE-flask.md32.4 KiB
- references/EXAMPLE-laravel.md59.3 KiB
- references/EXAMPLE-next-app-router.md17.6 KiB
- references/EXAMPLE-next-pages-router.md19.1 KiB
- references/EXAMPLE-nuxt-3-6.md22.3 KiB
- references/EXAMPLE-nuxt-4.md28.9 KiB
- references/EXAMPLE-php.md13.0 KiB
- references/EXAMPLE-python.md11.6 KiB
- references/EXAMPLE-react-native.md46.0 KiB
- references/EXAMPLE-react-react-router-6.md13.5 KiB
- references/EXAMPLE-react-react-router-7-data.md20.1 KiB
- references/EXAMPLE-react-react-router-7-declarative.md15.0 KiB
- references/EXAMPLE-react-react-router-7-framework.md32.5 KiB
- references/EXAMPLE-react-tanstack-router-code-based.md19.6 KiB
- references/EXAMPLE-react-tanstack-router-file-based.md18.3 KiB
- references/EXAMPLE-ruby-on-rails.md38.0 KiB
- references/EXAMPLE-ruby.md10.0 KiB
- references/EXAMPLE-sveltekit.md18.6 KiB
- references/EXAMPLE-swift.md18.8 KiB
- references/EXAMPLE-tanstack-start.md29.9 KiB
- references/EXAMPLE-vue-3.md17.9 KiB
- references/android.md33.3 KiB
- references/angular.md16.5 KiB
- references/astro.md15.8 KiB
- references/configuration.md17.2 KiB
- references/django.md14.9 KiB
- references/dotnet.md25.8 KiB
- references/elixir.md17.6 KiB
- references/flask.md8.1 KiB
- references/flutter.md42.8 KiB
- references/go.md20.1 KiB
- references/identify-users.md12.2 KiB
- references/ios.md8.0 KiB
- references/laravel.md13.1 KiB
- references/next-js.md18.3 KiB
- references/nuxt-js-3-6.md11.4 KiB
- references/nuxt-js.md15.1 KiB
- references/php.md23.7 KiB
- references/posthog-python.md69.3 KiB
- references/python.md52.2 KiB
- references/react-native.md59.9 KiB
- references/react-router-v6.md13.6 KiB
- references/react-router-v7-data-mode.md13.5 KiB
- references/react-router-v7-declarative-mode.md13.7 KiB
- references/react-router-v7-framework-mode.md20.2 KiB
- references/ruby-on-rails.md19.7 KiB
- references/ruby.md25.5 KiB
- references/svelte.md14.6 KiB
- references/tanstack-start.md12.8 KiB
- references/usage.md29.2 KiB
- references/vue-js.md13.4 KiB
references/laravel.md
AI agents: this is one page from PostHog's docs. Full index of Markdown docs for LLMs: https://posthog.com/llms.txt
Laravel
Canonical URL: https://posthog.com/docs/libraries/laravel
Cloud region: This page uses US Cloud hosts. For an EU Cloud project, use
https://eu.i.posthog.cominstead ofhttps://us.i.posthog.com(ingestion host).
On this page
Laravel SDK (experimental)
Manual setup with the PHP SDK
Install with the wizard
Next steps
You can integrate PostHog with Laravel using the experimental Laravel SDK or the PHP SDK with manual instrumentation. Both approaches are supported. The Laravel SDK builds on the PHP SDK and adds automatic request context, exception reporting, and worker lifecycle management.
Laravel SDK (experimental)
Experimental: The Laravel SDK is under active development, and its API may change. If you prefer to instrument your application yourself, the manual PHP SDK setup remains supported.
The PostHog Laravel SDK supports Laravel 12 and 13. It requires PHP 8.2 or later (PHP 8.3 or later for Laravel 13).
Installation
Install posthog/posthog-laravel and publish its configuration:
composer require posthog/posthog-laravel
php artisan posthog:installAdd your project token and ingestion host to your server's .env:
.env
POSTHOG_API_KEY=<ph_project_token>
POSTHOG_HOST=https://us.i.posthog.comLaravel's package discovery registers the service provider and facade automatically. If discovery is disabled, register PostHog\Laravel\PostHogServiceProvider manually. No PHP SDK initialization or custom middleware is needed.
Configure the SDK in config/posthog.php. It's enabled by default; set POSTHOG_ENABLED=false to disable it.
For browser events and session replay, install the JavaScript SDK separately.
Capturing events and identifying users
Use the Laravel facade, not the PHP SDK's PostHog\PostHog class:
use PostHog\Laravel\Facades\PostHog;
PostHog::capture("checkout_completed", ["items" => 2]);
PostHog::capture("import_completed", ["rows" => 42], "account-123");
PostHog::identify([
"distinctId" => "account-123",
"properties" => ["plan" => "paid"],
]);The SDK uses the authenticated user's ID automatically, or you can pass a distinct ID explicitly as shown above. Without an identity, each event gets a new random ID without a person profile; these IDs don't identify returning visitors.
To link browser sessions to backend events, configure the JavaScript SDK's tracing headers. These headers are untrusted analytics input, not authentication. Pass an authenticated identity explicitly for security-sensitive events or flag decisions.
The SDK doesn't collect request bodies, query strings, email, or IP addresses by default. Check your own event properties and exception messages for sensitive data.
Feature flags
Evaluate flags using the current request identity, or pass a distinct ID explicitly:
use PostHog\Laravel\Facades\PostHog;
$flags = PostHog::evaluateFlags(distinctId: "account-123");
$isEnabled = $flags->isEnabled("new-checkout");
$variant = $flags->getFlag("checkout-layout");
$payload = $flags->getFlagPayload("checkout-layout");You can omit distinctId to use the current request identity. Without an identity, flag evaluation returns an empty result.
For local evaluation, set POSTHOG_SECRET_KEY to your feature flags secure API key. Keep it on the server. In production, enable flag_cache.enabled and select a shared Laravel cache store with flag_cache.store in config/posthog.php.
Laravel Pennant
The SDK includes an optional read-only Pennant store. Install Pennant and select the PostHog store:
composer require laravel/pennant:^1.26.env
PENNANT_STORE=posthogRead flags using their PostHog keys:
use Laravel\Pennant\Feature;
$isEnabled = Feature::for("account-123")->active("new-checkout");
$variant = Feature::for("account-123")->value("checkout-layout");Pennant uses the authenticated user by default, or an explicit scope as shown above. The store is read-only: create and manage flags in PostHog, not through Pennant write operations. You don't need a Pennant migration.
Capturing exceptions
The SDK automatically captures exceptions reported through Laravel's reportable exception path. It respects dontReport and callbacks that stop reporting. Set capture_exceptions to false in config/posthog.php to disable automatic reporting.
To capture a handled exception explicitly:
use PostHog\Laravel\Facades\PostHog;
PostHog::captureException($exception, properties: ["component" => "import"]);Don't add the manual PHP SDK report callback below when using the Laravel SDK, as this can report exceptions twice.
Optional server event collectors
All automatic server event collectors are off by default. They capture Laravel lifecycle events, not browser clicks or $autocapture events.
Publish the collector configuration:
php artisan vendor:publish --tag=posthog-autocapture-configEnable only the collectors you need in config/posthog-autocapture.php. For example, update the auth section to capture registrations, logins, and logouts:
config/posthog-autocapture.php
"auth" => [
"enabled" => true,
"events" => ["registered", "login", "logout"],
],Set requests.enabled to true for laravel_request events with route, method, status code, and duration. Keep the generated health-check and static-asset exclusions. Other collectors cover model changes, mapped domain events, jobs, commands, and scheduled tasks. Model attributes and domain-event properties must be explicitly allowlisted.
Server $pageview events are a separate opt-in through pageviews.enabled. Leave them disabled if your browser SDK already captures pageviews to avoid duplicates.
Blade flag conditionals
Set blade.enabled to true in config/posthog-autocapture.php to enable the optional Blade conditional:
@posthogFeature("new-checkout")
<x-checkout />
@else
<x-classic-checkout />
@endposthogFeatureThis uses evaluateFlags()->isEnabled() with the current analytics context. Repeated checks share the evaluation snapshot and exposure deduplication. Disabled or unavailable flags select the @else branch. This is a presentation helper, not authorization.
Queue workers and Octane
The SDK automatically flushes events and clears context between requests, queue jobs, console commands, and sequential Octane lifecycles. Identity and session context propagate to jobs by default; set queue_context to false to disable this.
Don't store scoped PostHog services in application singletons. Overlapping Swoole coroutines sharing one Laravel container aren't supported.
Testing and diagnostics
Use the fake to test instrumentation without sending events:
use PostHog\Laravel\Facades\PostHog;
$fake = PostHog::fake();
PostHog::capture("checkout_completed", ["items" => 2], "account-123");
$fake->assertCaptured("checkout_completed");
$fake->assertCapturedCount(1);Run php artisan posthog:doctor to validate local configuration without sending a diagnostic event. To send a test event explicitly, run php artisan posthog:test --send.
Manual setup with the PHP SDK
Using the PHP SDK directly remains supported. Use this approach if you want to manage initialization, request context, exception reporting, and flushing yourself. The examples below use PostHog\PostHog, not the Laravel facade. Don't combine this setup with the Laravel SDK's automatic integration.
The wizard installs the PHP SDK, not the experimental Laravel SDK.
Install with the wizard
Run this command in your project directory to add PostHog to your Laravel project. The wizard detects your framework, installs the SDK, and sets up your first events.
npx @posthog/wizard
Or set it up manually by following the rest of this guide.
Initialize the PHP SDK
Install the PHP SDK as described in the PHP installation guide, then add your project token and host to .env:
.env
POSTHOG_API_KEY=<ph_project_token>
POSTHOG_HOST=https://us.i.posthog.comAdd PostHog to Laravel's services config:
config/services.php
'posthog' => [
'api_key' => env('POSTHOG_API_KEY'),
'host' => env('POSTHOG_HOST', 'https://us.i.posthog.com'),
],Initialize PostHog in the boot method of app/Providers/AppServiceProvider.php:
app/Providers/AppServiceProvider.php
<?php
namespace App\Providers;
use Illuminate\Support\ServiceProvider;
use PostHog\PostHog;
class AppServiceProvider extends ServiceProvider
{
public function boot(): void
{
if (! config('services.posthog.api_key')) {
return;
}
PostHog::init(
config('services.posthog.api_key'),
[
'host' => config('services.posthog.host'),
]
);
}
}Request context middleware
Client SDKs such as PostHog JS can send tracing headers to your Laravel backend. Configure tracing_headers for your Laravel backend hostname so browser requests include the session and distinct ID headers.
The PHP SDK can read X-PostHog-Distinct-Id and X-PostHog-Session-Id headers and apply them to events captured during the request. Tracing headers are client-controlled analytics context, not authentication or authorization. For security-sensitive server-side events or decisions, pass an authenticated distinctId explicitly, such as auth()->id(). For the lower-level context APIs, see the PHP request context docs.
Add middleware like this:
app/Http/Middleware/PostHogRequestContext.php
<?php
namespace App\Http\Middleware;
use Closure;
use Illuminate\Http\Request;
use PostHog\PostHog;
use Symfony\Component\HttpFoundation\Response;
final class PostHogRequestContext
{
public function handle(Request $request, Closure $next): Response
{
if (! config('services.posthog.api_key')) {
return $next($request);
}
$context = PostHog::contextFromHeaders($request->headers->all());
$context['properties'] = array_merge(
$context['properties'] ?? [],
array_filter([
'$current_url' => $request->fullUrl(),
'$request_method' => $request->method(),
'$request_path' => $request->getPathInfo(),
'$user_agent' => $request->userAgent(),
'$ip' => $request->ip(),
], static fn ($value): bool => $value !== null && $value !== '')
);
return PostHog::withContext(
$context,
static fn (): Response => $next($request),
['fresh' => true]
);
}
}Register this middleware using your Laravel version's normal middleware registration.
Error tracking in Laravel
The PHP SDK supports error tracking, but Laravel handles most request exceptions before they become uncaught PHP exceptions. Capture Laravel-reported exceptions explicitly.
In Laravel 11 and later, add a report callback in bootstrap/app.php:
bootstrap/app.php
use Illuminate\Foundation\Configuration\Exceptions;
use PostHog\PostHog;
use Throwable;
->withExceptions(function (Exceptions $exceptions): void {
$exceptions->report(function (Throwable $e): void {
if (! config('services.posthog.api_key')) {
return;
}
PostHog::captureException(
$e,
auth()->id() !== null ? (string) auth()->id() : null,
[
'$current_url' => request()->fullUrl(),
'$request_method' => request()->method(),
]
);
});
})For older Laravel versions, call PostHog::captureException() from your exception handler's report method.
Long-running processes
In normal PHP request lifecycles, queued events flush when the client is destroyed. In long-running Laravel processes such as queue workers, Horizon, or Octane, call PostHog::flush() after capturing important events or at the end of a job/request.
If you prefer immediate delivery in queue workers, configure the PHP SDK with batch_size set to 1 for those workers:
PostHog::init(
'<ph_project_token>',
[
'host' => config('services.posthog.host'),
'batch_size' => 1,
]
);Next steps
See the PHP SDK docs for usage examples and the full API reference.
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs Python, Needs Node.js
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Attribution and licence
- Created by
- PostHog
- Publisher
- PostHog (Official)
- Source
- PostHog/skills · skills/omnibus/instrument-product-analytics · commit a5d30e7
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by PostHog or PostHog.
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