Instrument Error Tracking
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 procedure for instrumenting your codebase with PostHog error tracking. It guides the agent through detecting your platform, installing the necessary SDK, enabling exception autocapture, and configuring manual error boundaries. It also ensures that environment variables are handled securely and that source maps are correctly configured for frontend and mobile projects, allowing for clear, actionable debugging.
What it does
- Detects your project's platform and framework automatically.
- Installs and initializes the PostHog SDK if not already present.
- Enables automatic exception capture for unhandled errors.
- Assists in adding manual error capture at critical boundaries.
- Configures source map uploads for readable stack traces.
- Sets up required environment variables for secure API communication.
When to use it
- After implementing new features to ensure robust error monitoring.
- During code reviews when you identify a need for better exception visibility.
- When setting up a new project and wanting to include error tracking from the start.
- When you need to resolve minified stack traces in your production logs.
Advantages
- Ensures consistent error tracking patterns across different platforms.
- Reduces manual setup effort by automating SDK installation and configuration.
- Promotes secure practices by enforcing the use of environment variables.
- Improves debugging efficiency by linking errors to original source code via source maps.
Usage examples
- “Set up PostHog error tracking for my React project.”
- The agent will detect the React environment, install the PostHog SDK, enable autocapture, and guide you through setting up the necessary environment variables.
- “I need to track errors in my Node.js backend using PostHog.”
- The agent will identify the Node.js environment, configure the SDK, and help you place manual capture points in your catch blocks.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/posthog/instrument-error-tracking/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip instrument-error-tracking.zip -d .agents/skills
Documentation by PostHog
Add PostHog error tracking
Use this skill to add PostHog error tracking that captures and monitors exceptions in your application. Use it after implementing features or reviewing PRs to ensure errors are tracked with full stack traces and source maps. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any platform or language.
Supported platforms: React, Next.js, Web (JavaScript), Node.js, Python, PHP, Ruby, Ruby on Rails, Go, Elixir, Angular, Svelte, Nuxt, React Native, Flutter, iOS, Android, and Hono.
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, go.mod, Gemfile, composer.json, mix.exs, etc.) to determine the language and framework.
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 (SDK initialization, env vars, etc.). If PostHog is already installed and initialized, skip to STEP 4.
STEP 2: Research instrumentation. (Skip if PostHog is already set up.) 2.1. Find the reference file below that matches the detected platform — it is the source of truth for SDK initialization, exception autocapture, and framework-specific error tracking 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 and initialize 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.
Follow the framework reference for where and how to initialize.
STEP 4: Enable exception autocapture.
Follow the platform reference to enable exception autocapture. This automatically captures unhandled exceptions without additional code.
STEP 5: Add manual error captures.
Identify error boundaries, catch blocks, and critical user flows where errors should be explicitly captured.
Add
posthog.captureException()or the platform-equivalent at these locations.Do not alter the fundamental architecture of existing error handling. Make additions minimal and targeted.
You must read a file immediately before attempting to write it.
STEP 6: Upload source maps (frontend/mobile only).
Configure source map uploads so stack traces resolve to original source code, not minified bundles.
Follow the platform-specific reference for upload configuration (build plugins, CI scripts, etc.).
STEP 7: 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 8: 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/react.md- React error tracking installationreferences/web.md- Web error tracking installationreferences/nextjs.md- Next.js error tracking installationreferences/node.md- Node.js error tracking installationreferences/python.md- Python error tracking installationreferences/django.md- Djangoreferences/flask.md- Flaskreferences/php.md- Php error tracking installationreferences/laravel.md- Laravelreferences/ruby.md- Ruby error tracking installationreferences/ruby-on-rails.md- Ruby on rails error tracking installationreferences/ruby-on-rails.md- Ruby on railsreferences/go.md- Go error tracking installationreferences/dotnet.md- .net error tracking installationreferences/dotnet.md- .netreferences/elixir.md- Elixir error tracking installationreferences/angular.md- Angular error tracking installationreferences/svelte.md- Sveltekit error tracking installationreferences/nuxt-3-7.md- Nuxt error tracking installation (v3.7 and above)references/nuxt-3-6.md- Nuxt error tracking installation (v3.6 and below)references/react-native.md- React native error tracking installationreferences/flutter.md- Flutter error tracking installationreferences/ios.md- Ios error tracking installationreferences/android.md- Android error tracking installationreferences/hono.md- Hono error tracking installationreferences/fingerprints.md- Fingerprintsreferences/alerts.md- Send error tracking alertsreferences/monitoring.md- Monitor and search issuesreferences/assigning-issues.md- Assign issues to teammatesreferences/upload-source-maps.md- Upload source mapsreferences/COMMANDMENTS.md- Framework-specific rules the integration must follow
Each platform reference contains SDK-specific installation and manual capture 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 error tracking alongside existing error handling. Don't replace or restructure existing code.
Autocapture first: Enable exception autocapture before adding manual captures.
Source maps: Upload source maps so stack traces resolve to original source code, not minified bundles.
Manual capture for boundaries: Use
captureException()at error boundaries and catch blocks for errors that don't propagate to the global handler.
Files
- ATTRIBUTION.mdAdded by AutoGineer961 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md6.9 KiB
- references/COMMANDMENTS.md1.5 KiB
- references/alerts.md4.2 KiB
- references/android.md4.8 KiB
- references/angular.md9.1 KiB
- references/assigning-issues.md6.8 KiB
- references/django.md14.9 KiB
- references/dotnet.md25.8 KiB
- references/elixir.md10.0 KiB
- references/fingerprints.md4.6 KiB
- references/flask.md8.1 KiB
- references/flutter.md13.3 KiB
- references/go.md5.9 KiB
- references/hono.md3.7 KiB
- references/ios.md7.4 KiB
- references/laravel.md13.1 KiB
- references/monitoring.md8.7 KiB
- references/nextjs.md15.8 KiB
- references/node.md4.8 KiB
- references/nuxt-3-6.md5.9 KiB
- references/nuxt-3-7.md5.3 KiB
- references/php.md6.4 KiB
- references/python.md9.0 KiB
- references/react-native.md10.4 KiB
- references/react.md6.4 KiB
- references/ruby-on-rails.md19.7 KiB
- references/ruby.md3.6 KiB
- references/svelte.md5.8 KiB
- references/upload-source-maps.md4.2 KiB
- references/web.md5.8 KiB
references/ruby-on-rails.md
AI agents: this is one page from PostHog's docs. Full index of Markdown docs for LLMs: https://posthog.com/llms.txt
Ruby on Rails
Canonical URL: https://posthog.com/docs/libraries/ruby-on-rails
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), and usehttps://eu.posthog.cominstead ofhttps://us.posthog.com(app host for links).
On this page
Install with the wizard
Features
Installation
Identifying users
Configuration
Capturing events
Request context
Trace context
Logs
Error tracking
Feature flags
Testing
Configuration reference
Troubleshooting
Next steps
PostHog makes it easy to get data about traffic and usage of your Ruby on Rails app. Integrating PostHog enables analytics, custom event capture, feature flags, and automatic exception tracking.
This guide walks you through integrating PostHog into your Rails app using the posthog-rails gem.
Install with the wizard
Run this command in your project directory to add PostHog to your Rails 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.
Features
Automatic exception tracking – Captures unhandled and rescued exceptions
ActiveJob instrumentation – Tracks background job exceptions
User context – Automatically associates exceptions with the current user
Smart filtering – Excludes common Rails exceptions (404s, etc.) by default
Request context – Adds request metadata and optional PostHog tracing header identity/session context to captured events
Rails 7.0+ error reporter – Integrates with Rails' built-in error reporting
Log forwarding – Optionally forwards
Rails.loggeroutput to PostHog Logs over OpenTelemetry, automatically correlated with request context (Ruby 3.3+)
Installation
Add both gems to your Gemfile:
Gemfile
gem 'posthog-ruby', require: 'posthog'
gem 'posthog-rails'Then run:
bundle installIdentifying users
Identifying users is required. Backend events need a
distinct_idthat matches the ID your frontend uses when callingposthog.identify(). Without this, backend events are orphaned — they can't be linked to frontend event captures, session replays, LLM traces, or error tracking.See our guide on identifying users for how to set this up.
Generate the initializer
Run the install generator to create the PostHog initializer:
rails generate posthog:installThis creates config/initializers/posthog.rb with sensible defaults and documentation.
Configuration
PostHog.init creates a single client instance used across your app. Avoid creating multiple PostHog::Client instances with the same API key, as this can cause dropped events and inconsistent behavior.
The generated initializer includes the most common options:
config/initializers/posthog.rb
# Rails-specific configuration
PostHog::Rails.configure do |config|
config.auto_capture_exceptions = true # Enable automatic exception capture (default: false)
config.report_rescued_exceptions = true # Report exceptions Rails rescues (default: false)
config.auto_instrument_active_job = true # Instrument background jobs (default: false)
config.use_tracing_headers = true # Use PostHog tracing headers for identity/session context (default: true)
config.capture_user_context = true # Include authenticated user info in exceptions (default: true)
config.current_user_method = :current_user # Method to get current user (default: :current_user)
config.user_id_method = nil # Method to get ID from user object (default: auto-detect)
# Add additional exceptions to ignore
config.excluded_exceptions = ['MyCustomError']
end
# Core PostHog client initialization
PostHog.init do |config|
# Required: Your PostHog project API key
config.api_key = '<ph_project_token>'
# Optional: Your PostHog instance URL
config.host = 'https://us.i.posthog.com'
# Optional: Personal API key for feature flags
config.personal_api_key = 'phx_xxxxxxxxx'
# Maximum number of events to queue before dropping (default: 10000)
config.max_queue_size = 10_000
# Send events synchronously on the calling thread (default: false)
config.sync_mode = false
# Feature flags polling interval in seconds (default: 30)
config.feature_flags_polling_interval = 30
# Feature flag request timeout in seconds (default: 3)
config.feature_flag_request_timeout_seconds = 3
# Error callback to detect misconfiguration
config.on_error = proc { |status, msg|
Rails.logger.error("PostHog error: #{msg}")
}
# Before-send callback to modify or drop events
config.before_send = proc { |event|
event[:properties] ||= {}
event[:properties]['environment'] = Rails.env
event
}
# Disable network calls in test mode
config.test_mode = true if Rails.env.test?
endYou can find your project token and instance address in your project settings.
Tip: Use
Rails.application.credentialsto avoid hardcoding API keys. First, add your keys and then reference them in your initializer:rails credentials:editconfig/credentials.yml.enc
posthog: api_key: <ph_project_token> host: https://us.i.posthog.com personal_api_key: phx_xxxxxxxxxconfig/initializers/posthog.rb
config.api_key = Rails.application.credentials.posthog[:api_key] config.host = Rails.application.credentials.posthog[:host] config.personal_api_key = Rails.application.credentials.posthog[:personal_api_key]
Capturing events
Track custom events anywhere in your Rails app:
PostHog.capture({
distinct_id: current_user.id,
event: 'post_created',
properties: { title: @post.title }
})Identify a user and set their person properties:
PostHog.identify({
distinct_id: current_user.id,
properties: {
email: current_user.email,
plan: current_user.plan
}
})The Rails integration delegates methods like capture, identify, alias, group_identify, evaluate_flags, capture_exception, flush, and shutdown to the initialized PostHog::Client.
Request context
PostHog Rails automatically applies request-scoped context to events captured during web requests. Request metadata such as $current_url, $request_method, $request_path, $user_agent, and $ip is added to event properties.
When use_tracing_headers is enabled, PostHog tracing headers (X-PostHog-Distinct-Id and X-PostHog-Session-Id) are also used as default distinct_id and $session_id values. Explicit distinct_id and properties passed to PostHog.capture always take precedence.
If you're using PostHog JS on the frontend, configure tracing_headers for your Rails backend hostname so browser requests include the session and distinct ID headers.
Tracing headers are client-controlled analytics context, not authentication or authorization. Pass an authenticated distinct_id explicitly for security-sensitive server-side decisions.
Disable tracing header identity/session capture if you do not want client-supplied tracing headers used for server-side events. Request metadata is still captured:
PostHog::Rails.config.use_tracing_headers = falseTrace context
PostHog Rails adds missing sessionId and posthogDistinctId attributes to an active OpenTelemetry SDK request span after it reads the request context. To also add these attributes to child spans, register the optional processor on your existing OpenTelemetry provider before requests start:
require 'posthog/otel/context_span_processor'
OpenTelemetry.tracer_provider.add_span_processor(
PostHog::ContextSpanProcessor.new
)This integration supports OpenTelemetry SDK 1.0.0 or later. Keep your existing provider, exporter, sampler, and processors. Put the OpenTelemetry request middleware outside the PostHog request middleware so the request span is active when PostHog reads the context. To send spans to PostHog, configure your existing OTLP exporter with the PostHog trace endpoint.
Existing sessionId and posthogDistinctId span attributes take precedence. Set authenticated application identity with posthogDistinctId. Missing IDs stay absent. Spans that already started keep their attributes after the request ends. Separate threads and fibers need explicit context transfer. With config.auto_instrument_active_job = true, Active Job copies the session and distinct IDs into queued jobs, so job spans get them too. The processor does not create a session, recording, trace provider, or exporter.
Logs
To set up PostHog Logs in your Rails app, follow the Ruby on Rails logs installation guide. The integration forwards Rails.logger output to PostHog Logs over OpenTelemetry, automatically correlated with each request's distinct ID and session ID. Requires Ruby 3.3+.
Error tracking
For full details on setting up error tracking with Rails, see our Rails error tracking installation guide.
Automatic exception tracking
When auto_capture_exceptions is enabled, exceptions are automatically captured:
class PostsController < ApplicationController
def show
@post = Post.find(params[:id])
# Any exception here is automatically captured
end
endreport_rescued_exceptions controls whether exceptions Rails rescues (for example, exceptions rendered by Rails error pages) are captured. Enable it along with auto_capture_exceptions for complete error visibility, or leave it disabled to capture only unhandled exceptions.
Manual exception capture
You can also manually capture exceptions:
PostHog.capture_exception(
exception,
current_user.id,
{ custom_property: 'value' }
)If you evaluated feature flags for the request, pass the same snapshot to include matching flag properties on the exception event:
flags = PostHog.evaluate_flags(current_user.id)
PostHog.capture_exception(
exception,
current_user.id,
{ custom_property: 'value' },
flags: flags
)Background job exceptions
When auto_instrument_active_job is enabled, ActiveJob exceptions are automatically captured with job context:
class EmailJob < ApplicationJob
def perform(user_id)
user = User.find(user_id)
UserMailer.welcome(user).deliver_now
# Exceptions are automatically captured
end
endAssociating jobs with users
By default, PostHog extracts a distinct_id from job arguments by looking for a user_id key in hash arguments:
# PostHog will automatically use options[:user_id] as the distinct_id
ProcessOrderJob.perform_later(order.id, user_id: current_user.id)For more control, use the posthog_distinct_id class method. The proc or block receives the same arguments as perform:
class SendWelcomeEmailJob < ApplicationJob
posthog_distinct_id ->(user, _options) { user.id }
def perform(user, options = {})
UserMailer.welcome(user).deliver_now
end
endYou can also use a block:
class ProcessOrderJob < ApplicationJob
posthog_distinct_id do |_order, notify_user_id|
notify_user_id
end
def perform(order, notify_user_id)
# Process the order...
end
endRails 7.0+ error reporter
PostHog integrates with Rails' built-in error reporting:
# These errors are automatically sent to PostHog
Rails.error.handle do
# Code that might raise an error
end
Rails.error.record(exception, context: { user_id: current_user.id })PostHog automatically extracts the user's distinct ID from user_id or distinct_id in the context hash. Other context keys are included as properties on the exception event.
User context
PostHog Rails automatically captures authenticated user information from your controllers for exceptions. Authenticated Rails user context takes precedence over client-supplied tracing headers for exception identity.
If your user method has a different name, configure it:
PostHog::Rails.config.current_user_method = :logged_in_userUser ID extraction
By default, PostHog Rails auto-detects the user's distinct ID by trying these methods in order:
posthog_distinct_id– Define this on your User model for full controldistinct_id– Common analytics conventionid– Standard ActiveRecord primary keypk– Primary key aliasuuid– For UUID-based primary keys
It also checks hash-like users for id, pk, and uuid keys.
You can configure a specific method:
PostHog::Rails.config.user_id_method = :emailOr define a method on your User model:
class User < ApplicationRecord
def posthog_distinct_id
"user_#{id}" # or external_id, or any unique identifier
end
endExcluded exceptions
The following exceptions are not reported by default (common 4xx errors):
AbstractController::ActionNotFoundActionController::BadRequestActionController::InvalidAuthenticityTokenActionController::InvalidCrossOriginRequestActionController::MethodNotAllowedActionController::NotImplementedActionController::ParameterMissingActionController::RoutingErrorActionController::UnknownFormatActionController::UnknownHttpMethodActionDispatch::Http::Parameters::ParseErrorActiveRecord::RecordNotFoundActiveRecord::RecordNotUnique
Add more with:
PostHog::Rails.config.excluded_exceptions = ['MyException']Feature flags
Evaluate flags once for the current user, then read values from the returned snapshot:
class PostsController < ApplicationController
def show
flags = PostHog.evaluate_flags(current_user.id)
if flags.enabled?('new-post-design')
render 'posts/show_new'
else
render 'posts/show'
end
end
endFor multivariate flags and experiments, use get_flag:
flags = PostHog.evaluate_flags(current_user.id)
variant = flags.get_flag('checkout-experiment')
if variant == 'test'
# Do something differently
endWhen capturing an event after branching on a flag, pass the same flags snapshot so the event includes the exact flag values used by your code:
flags = PostHog.evaluate_flags(current_user.id)
PostHog.capture({
distinct_id: current_user.id,
event: 'checkout_started',
flags: flags.only_accessed
})For local evaluation, ensure you've set personal_api_key:
config.personal_api_key = Rails.application.credentials.posthog[:personal_api_key]See our Ruby SDK docs for details on local evaluation with Puma and Unicorn servers.
Note:
PostHog.is_feature_enabled,PostHog.get_feature_flag,PostHog.get_feature_flag_result,PostHog.get_feature_flag_payload, andPostHog.capture({ ..., send_feature_flags: true })still work during the migration period, but they're deprecated. PreferPostHog.evaluate_flagsfor new code.
Testing
In your test environment, disable network calls with test mode:
config/environments/test.rb
PostHog.init do |config|
config.api_key = '<ph_project_token>'
config.test_mode = true
endOr in your specs:
spec/rails_helper.rb
RSpec.configure do |config|
config.before(:each) do
allow(PostHog).to receive(:capture)
end
endConfiguration reference
Core PostHog options
| Option | Type | Default | Description |
|---|---|---|---|
api_key | String | required | Your PostHog project token. |
host | String | https://us.i.posthog.com | Fully qualified PostHog API host. |
personal_api_key | String | nil | Personal API key for local feature flag evaluation and remote config payloads. |
max_queue_size | Integer | 10000 | Maximum number of events to keep in the async queue before dropping new events. |
test_mode | Boolean | false | Keep events queued and do not send them. Useful for tests. |
sync_mode | Boolean | false | Send events synchronously on the calling thread. |
on_error | Proc | no-op | Callback called as on_error.call(status, error). |
feature_flags_polling_interval | Integer | 30 | Seconds between local feature flag definition polls. |
feature_flag_request_timeout_seconds | Integer | 3 | Timeout, in seconds, for feature flag requests. |
before_send | Proc | nil | Callback that receives the event hash before it is queued or sent. Return a modified event hash, or nil to drop the event. |
The PostHog.init block supports the options above. Less common core options like batch_size, disable_singleton_warning, skip_ssl_verification, and flag_definition_cache_provider can be passed as an options hash to PostHog.init(...); see the Ruby SDK docs for details.
Rails-specific options
Configure these via PostHog::Rails.configure or PostHog::Rails.config:
| Option | Type | Default | Description |
|---|---|---|---|
auto_capture_exceptions | Boolean | false | Automatically capture exceptions. |
report_rescued_exceptions | Boolean | false | Report exceptions Rails rescues. |
auto_instrument_active_job | Boolean | false | Capture ActiveJob exceptions with job context. |
excluded_exceptions | Array | [] | Additional exception class names to ignore. |
use_tracing_headers | Boolean | true | Use X-PostHog-Distinct-Id and X-PostHog-Session-Id as request-scoped defaults. |
capture_user_context | Boolean | true | Include authenticated user info in exceptions. |
current_user_method | Symbol | :current_user | Controller method used to fetch the current user. |
user_id_method | Symbol | nil | Method used to extract the distinct ID from the user object. Auto-detects when nil. |
Troubleshooting
Exceptions not being captured
Verify PostHog is initialized:
Rails.console > PostHog.initialized? => trueCheck your excluded exceptions list.
Verify middleware is installed:
Rails.application.middleware
User context not working
Verify
current_user_methodmatches your controller method.Check that the user object responds to
posthog_distinct_id,distinct_id,id,pk, oruuid.If using a custom identifier, set
PostHog::Rails.config.user_id_method = :your_method.
Feature flags not working
Ensure you've set personal_api_key in your configuration.
Next steps
For any technical questions for how to integrate specific PostHog features into Rails (such as analytics, feature flags, A/B testing, etc.), have a look at our Ruby SDK docs.
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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What our scanner noticed· Low risk
- Instructions that use the network
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Attribution and licence
- Created by
- PostHog
- Publisher
- PostHog (Official)
- Source
- PostHog/skills · skills/omnibus/instrument-error-tracking · 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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