Once you've created your experiment in PostHog, the next step is to add your code:
Step 1: Fetch the feature flag
In your experiment, each user is randomly assigned to a variant (usually either 'control' or 'test'). To check which variant a user has been assigned to, fetch the experiment feature flag. You can then customize their experience based on the value in the feature flag:
// Ensure flags are loaded before usage.// You only need to call this on the code the first time a user visits.// See this doc for more details: https://posthog.com/docs/feature-flags/manual#ensuring-flags-are-loaded-before-usageposthog.onFeatureFlags(function() {// feature flags should be available at this pointif (posthog.getFeatureFlag('experiment-feature-flag-key') == 'variant-name') {// do something}})// Otherwise, you can just do:if (posthog.getFeatureFlag('experiment-feature-flag-key') == 'variant-name') {// do something}// You can also test your code by overriding the feature flag:// e.g., posthog.featureFlags.override({'experiment-feature-flag-key': 'test'})
Since feature flags are not supported yet in our Java, Rust, and Elixir SDKs, to run an experiment using these SDKs see our docs on how to run experiments without feature flags. This also applies to running experiments using our API.
Step 2 (server-side only): Add the feature flag to your events
This step is not required for events that are submitted via our client-side SDKs (e.g., JavaScript web, iOS, Android, React, React Native).
For our backend SDKs, with the exception of the Go library, this step is not required if the server has local evaluation enabled and the flag in question has no property filters. In these cases, flag information is automatically appended to every event sent to PostHog.
For any server-side events that are also goal metrics for your experiment, you need to include feature flag information when capturing those events. This ensures that the event is attributed to the correct experiment variant (e.g., test or control).
There are two methods to do this:
Method 1 (recommended): Set the $feature
property on events
Include the property $feature/experiment_feature_flag_name: variant_name
when capturing events:
client.capture({distinctId: 'distinct_id',event: 'event_name_of_your_goal_metric',properties: {'$feature/experiment-feature-flag-key': 'variant-name'},})
Method 2: Set send_feature_flags
to true
The capture()
method has an optional argument sendFeatureFlags
, which is set to false
by default. By setting this to true
, feature flag information will automatically be sent with the event.
Note that by doing this, PostHog will make an additional request to fetch feature flag information before capturing the event. So this method is only recommended if you don't mind the extra API call and delay.
client.capture({distinctId: 'distinct_id_of_your_user',event: 'event_name',sendFeatureFlags: true,})