> For the complete documentation index, see [llms.txt](https://developer.harness.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.harness.io/feature-management-experimentation/management-and-administration.md).

# Management & Administration

- [API Keys](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-keys.md)
- [Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/audit-logs.md)
- [Admin Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/audit-logs/admin.md): Learn about admin audit logs in Harness FME and legacy Split.
- [Environment-level Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/audit-logs/environment.md): Learn about environment-level audit logs in Harness FME.
- [Object-level Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/audit-logs/object.md): Learn about object-level audit logs in Harness FME.
- [Automated Feature Flag Cleanup](https://developer.harness.io/feature-management-experimentation/management-and-administration/automated-feature-flag-cleanup.md): Use remote pipeline and stage templates to identify stale feature flags, remove them from your codebase, and open pull requests automatically.
- [Environments](https://developer.harness.io/feature-management-experimentation/management-and-administration/environments.md)
- [Groups](https://developer.harness.io/feature-management-experimentation/management-and-administration/groups.md)
- [Integrations](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations.md): Learn how to integrate Harness FME with third-party tools.
- [Amazon S3](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/amazon-s3.md): Send event data to Harness FME from Amazon S3 or export Harness FME impression data to Amazon S3.
- [Amplitude](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/amplitude.md)
- [Splunk AppDynamics](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/appdynamics.md): Integrate Splunk AppDynamics with Harness FME to send custom events capturing changes made in Harness FME.
- [Azure DevOps](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/azure-devops.md)
- [BugSnag](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/bugsnag.md)
- [Cloudflare Workers](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/cloudflare-workers.md)
- [Datadog](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/datadog.md)
- [Dynatrace](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/dynatrace.md)
- [Email](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/email.md): Learn how to set up the Email integration, which allows you to send Split notifications to a single email alias.
- [Examples](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/examples.md)
- [Generating Parquet Files for the Amazon S3 Integration Using Python](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/examples/generate-parquet.md): Learn how to generate Parquet files for the Amazon S3 integration using Python.
- [Generating Parquet Files From NDJson Format for the Amazon S3 Integration Using Python](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/examples/convert-ndjson.md): Learn how to convert NDJson files to Parquet files for the Amazon S3 integration using Python.
- [Integration Examples](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/examples/index.md)
- [FullStory](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/fullstory.md)
- [GitHub Actions](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/github-actions.md)
- [Google Analytics 4 (GA4)](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/google-analytics.md)
- [Google Tag Manager](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/google-tag-manager.md)
- [Grafana](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/grafana.md)
- [Guides](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides.md)
- [Integration Guides](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/index.md)
- [Verifying Segment Events in FME](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/verify-events.md): Learn how to verify you are correctly receiving Segment events in Harness FME.
- [Verifying Segment Impressions in FME](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/verify-impressions.md): Learn how to verify you are correctly receiving Segment Impressions in Harness FME.
- [Sending Segment Events to Harness FME With Additional Traffic Types](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/send-events.md): Learn how to send Segment events to Harness FME with additional traffic types.
- [Targeting Feature Flags Using Segment Personas](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/target-feature-flags.md): Learn how to use your Segment user data for targeting your feature rollouts in Harness FME.
- [Building Segment Audiences and Traits Using FME Impression Data](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/build-audiences.md): Learn how to build audiences using Split impression data and Segment personas.
- [Query Parquet Data with Amazon Athena](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/amazon-athena.md): Learn how to query Parquet data stored in Amazon S3 using Amazon Athena.
- [Exporting Event Records from Snowflake to FME](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/export-events.md): Learn how to export event records from Snowflake to Harness FME.
- [Troubleshooting Google Analytics via Google Tag Manager with the JavaScript SDK](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/troubleshooting-ga-via-gtm.md): Learn how to troubleshoot Google Analytics through Google Tag Manager with the FME JavaScript SDK.
- [Searching Keywords in GitHub](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/search-keywords.md): Learn how to use the GitHub API to programmatically search a keyword in a GitHub repository.
- [Consuming Split Impressions Webhooks with a Django App Server](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/consume-impressions.md): Learn how to consume FME impressions webhooks with a Django app server.
- [Set Up Impression Integration to AWS S3 Using Kinesis Streams, Firehose, and Lambda](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/impression-integration.md): Learn how to configure an AWS Kinesis Stream service to store impressions data as JSON format in Amazon S3.
- [Set Up Impression Integration to AWS S3 Using Kinesis Firehose and Lambda Cloud Services](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/impression-integration-serverless.md): Learn how to configure all the AWS Serverless components to store impressions data as JSON format in Amazon S3.
- [Set Up Impression Integration to a Cloud Database Using AWS Microservices](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/impression-integration-cloud.md): Learn how to configure all the AWS Cloud Serverless components to store impressions data in CSV format in a cloud database.
- [Creating and Connecting Split Feature Flag Links](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/guides/jira-cloud-legacy.md)
- [Heap](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/heap.md)
- [Jenkins](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/jenkins.md)
- [Jira Cloud](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/jira-cloud.md): Connect feature flags created in Harness FME with Jira Cloud issues to track rollouts, link work items to flags, and navigate between Jira and Harness FME.
- [Mixpanel](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/mixpanel.md)
- [mParticle](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/mparticle.md)
- [New Relic](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/new-relic.md)
- [PagerDuty](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/pagerduty.md)
- [Quantum Metric](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/quantummetric.md)
- [Rollbar](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/rollbar.md)
- [Segment](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/segment.md)
- [Sentry](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/sentry.md)
- [ServiceNow](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/servicenow.md): Learn about the ServiceNow integration with Harness FME.
- [SessionCam](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/sessioncam.md)
- [Slack](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/slack.md): Configure either the Slack app integration (in beta) or the legacy Slack webhook integration for Harness FME notifications.
- [Sumo Logic](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/sumologic.md)
- [Terraform provider](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/terraform.md): Use the official Harness Terraform provider to manage Harness FME resources as code, including feature flags, environments, segments, traffic types, flag sets, and API keys.
- [Vercel](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/vercel.md)
- [Visual Studio Code extension](https://developer.harness.io/feature-management-experimentation/management-and-administration/integrations/visual-studio-code-extension.md)
- [My Work](https://developer.harness.io/feature-management-experimentation/management-and-administration/my-work.md): Learn about the My Work page in Harness FME.
- [Owners](https://developer.harness.io/feature-management-experimentation/management-and-administration/owners.md): Learn how to use owners for organization and filtering in Harness FME.
- [Permissions](https://developer.harness.io/feature-management-experimentation/management-and-administration/permissions.md)
- [Harness RBAC for Feature Management & Experimentation (FME)](https://developer.harness.io/feature-management-experimentation/management-and-administration/permissions/rbac.md): Learn how Feature Management & Experimentation (FME) integrates with Harness RBAC to control user access to feature flags, segments, metrics, and environments across projects.
- [Permissions Enforcement for Feature Management & Experimentation (FME)](https://developer.harness.io/feature-management-experimentation/management-and-administration/permissions/enforcement.md): Learn how to manage the transition from Split legacy permissions to Harness RBAC for Feature Management & Experimentation (FME).
- [Pipelines](https://developer.harness.io/feature-management-experimentation/management-and-administration/pipelines.md): Learn how to use Harness Feature Management & Experimentation (FME) steps in your Harness pipelines.
- [Policies](https://developer.harness.io/feature-management-experimentation/management-and-administration/policies.md): Learn how to create and enforce Harness Policy As Code (OPA) policies for Feature Management & Experimentation (FME) feature flags and definitions.
- [Projects](https://developer.harness.io/feature-management-experimentation/management-and-administration/projects.md)
- [Tags](https://developer.harness.io/feature-management-experimentation/management-and-administration/tags.md): Learn how to create, manage, and filter tags to organize feature flags, segments, metrics, and experiments across teams and releases in Harness FME.
- [Traffic Types](https://developer.harness.io/feature-management-experimentation/management-and-administration/traffic-types.md): Learn about traffic types and creating feature flags with traffic types in Harness FME.
- [Users](https://developer.harness.io/feature-management-experimentation/management-and-administration/users.md): Learn how to invite users, manage users permissions, and enable 2FA for your Harness FME account.
- [Usage Data](https://developer.harness.io/feature-management-experimentation/management-and-administration/account-usage.md): Learn how to view and manage your usage, billing details, and account limits in Harness FME.
- [Admin Best Practices](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices.md)
- [MTK efficiency](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices/mtk-efficiency.md): Tracks how Monthly Tracked Keys (MTKs) are calculated in Harness FME and explains why MTK counts may vary due to identity handling, anonymous users, and SDK behavior across sessions and devices.
- [Event efficiency](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices/event-efficiency.md)
- [Managing technical debt](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices/managing-technical-debt.md)
- [Organizing your teams in Harness FME](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices/organizing-teams.md)
- [What happens when I downgrade to the Free Edition?](https://developer.harness.io/feature-management-experimentation/management-and-administration/admin-best-practices/free-edition.md)
- [API Best Practices](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices.md): Learn how to use the Admin API to build custom integrations and develop with Harness FME.
- [Creating, Editing, and Deleting Feature Flags](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/feature-flags.md): Learn how to create, edit, and delete feature flags programmatically using the Admin API.
- [Managing User and Groups](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/users-and-groups.md): Learn how to create, edit, and delete users and groups programmatically using the Admin API.
- [Managing Segments](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/segments.md): Learn how to manage segments programmatically using the Admin API.
- [Approval Flows and Change Requests](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/approvals.md): Learn how to manage change control on segments and feature flags programmatically using the Admin API.
- [Sending Event Data](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/events.md): Learn how to send event data programmatically using the Admin API.
- [Creating Unit Tests for Code Using FME SDKs](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/unit-tests.md): Learn how to create unit tests on your code programmatically using the Admin API.
- [Test Automation in QA](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/test-automation.md): Learn how to use Harness FME with test automation tools in QA.
- [Examples](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples.md)
- [Find Feature Flags Dependent on a Specific Flag](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/find-flags.md): Learn how to find all feature flags that have a dependency on a feature flag name using the Admin API.
- [Delete a List of Feature Flags and Flag Definitions](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/delete-list.md): Learn how to delete a list of feature flags and their definitions using the Admin API.
- [Export a List of Tags for Feature Flags and Segments](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/extract-list.md): Learn how to extract a list of tags associated with feature flags and segments using the Admin API.
- [Export All Feature Flags that have not received Impressions from a Specific Date](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/export-flags.md): Learn how to export all feature flags that have not received impressions from a specific date using the Admin API.
- [Fetch a List of All Feature Flag Users](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/fetch-list.md): Learn how to fetch a list of all users invited to your Split account using the Admin API.
- [Copy and Overwrite Feature Flag Definitions Between Environments](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/copy-flag-definition.md): Learn how to copy feature flag definitions for a given flag in your workspace from one environment to another, and overwrite existing definitions in the target environment using the Admin API.
- [Create a Customer Attribute and Update Existing Customer Identity](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/customer-attribute.md): Learn how to create customer attributes and update existing customer keys with identity values using the Admin API.
- [Import Thousands of Customer Keys to an Existing Segment](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/import-keys.md): Learn how to import user keys into an existing segment using the Admin API.
- [Admin API Examples](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/index.md): Learn how to automate common tasks using the Admin API.
- [Report Feature Flags with 100% Treatment and are Unchanged for a Specific Time Period](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/report-flags.md): Learn how to extract feature flag names that serve 100% treatment in the default rule and have not been changed for a specific time for a given workspace or environment using the Admin API.
- [Add User Keys to the Individual Target Section in Existing Feature Flags](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/add-keys.md): Learn how to add user keys in the individual target section of a given treatment to an existing feature flag using the Admin API.
- [Add a Segment to Individual Targets for a Group of Feature Flags](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/add-segment.md): Learn how to individually target segments to treatments for a given array of feature flags using the Admin API.
- [Export All Feature Flag Definition JSON Structures](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/export-flag-definitions.md): Learn how to export all feature flag definitions' JSON structure in all environments and workspaces using the Admin API.
- [Delete Thousands of Keys in a Segment](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/delete-keys.md): Learn how to delete segment keys in chunks using the Admin API.
- [Add Targeting Rules to an Existing Feature Flag](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/add-targeting-rule.md): Learn how to add targeting rules to an existing feature flag using the Admin API.
- [Get a List of Feature Flags with Rollout Status](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/get-list.md): Learn how to retrieve a list of feature flag names and their status using the Admin API.
- [Export Feature Flag Treatments to a YAML File](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/export-treatments.md): Learn how to export feature flag names and treatments using the Admin API.
- [Copy Feature Flag Definitions Between Projects](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/copy-flags.md): Learn how to copy a feature flag definition (e.g. individual targeting, targeting rules, and treatments) using the Admin API.
- [Copy Segment IDs to Another Segment](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/examples/copy-segment.md): Learn how to copy segment IDs to another segment using the Admin API.
- [Webhooks](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/webhooks.md)
- [Webhook for Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/webhooks/audit-logs.md): Learn how to configure the webhook for audit logs in Harness FME.
- [Webhook for Admin Audit Logs](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/webhooks/admin-audit-logs.md): Learn how to configure the webhook for admin audit logs in Harness FME.
- [Webhook for Impressions](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/webhooks/impressions.md): Learn how to configure the webhook for impressions in Harness FME.
- [Webhook for Metric Alerts](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/webhooks/metric-alerts.md): Learn how to configure the webhook for metric alerts in Harness FME.
- [Wrappers](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/wrappers.md)
- [Python Admin API Command-Line Interface (CLI)](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/wrappers/python-admin-api-cli.md): Learn how to use the Python Admin API CLI.
- [Python PyPi Library for the Admin API](https://developer.harness.io/feature-management-experimentation/management-and-administration/api-best-practices/wrappers/python-admin-api.md): Learn how to use the Python library for the Admin API.