Integrations

Promptless offers several key integrations to help automate and improve your documentation workflow.

Integrations can be used for:

Triggers (i.e. to generate events, either automatically or manually, upon which Promptless gets notified)
Context (i.e. to allow Promptless to search for relevant information in its research)
Publishing (i.e. to push documentation updates to your Git-hosted docs)

Some integrations can be used for multiple purposes. Some integrations are in a beta state and may not be listed here. For the most up to date list of integrations, please contact us at help@gopromptless.ai.

Available integrations

Bitbucket: Trigger based on Pull Requests
GitHub: Trigger based on Pull Requests, research based on code functionality, and publish documentation to GitHub repos
GitHub (read-only): Separate read-only GitHub App — triggers and context on any repository (including private code repos), plus publishing to public repos through a pull request from a fork
GitHub Enterprise: Custom GitHub App configuration for GitHub Enterprise Server and Enterprise Cloud users
GitLab: Trigger based on Merge Requests, read source code for context, and publish documentation to GitLab projects
Atlassian: Trigger based on Jira ticket status and look up relevant Jira issues and Confluence spaces for context when creating documentation
Linear: Look up relevant Linear issues and projects within a team when being triggered
Microsoft Teams: Trigger based on mentions, message actions, and passive channel listening in Microsoft Teams (Beta)
Notion: Search Notion pages and databases for product specs and internal documentation
Google Drive: Search Google Drive and read Docs, Sheets, and Slides for context when creating documentation (Beta)
Slite: Search Slite notes for internal documentation and product context
Slack: Trigger based on DMs or message actions in Slack
Intercom: Trigger based on resolved support conversations (Beta)
LaunchDarkly: Trigger based on feature flag changes (Beta)

Manage integrations

Organization administrators can view and manage all connected integrations from the Integrations page in the Promptless dashboard.

The Integrations page shows:

All currently connected integrations for your organization
Connection status and authentication state for each integration
Options to disconnect or reconfigure integrations
Links to set up new integrations

To revoke access for any integration, click the integration card and select the disconnect option. This immediately revokes Promptless’s access to that service.

Connection health

Once a day, Promptless checks each connected integration to confirm that its credentials are still valid and that the third-party service is reachable. The result appears as a health label on each integration card on the Integrations page.

Connected: The most recent check succeeded. Promptless can reach the service and is authenticated.
Needs reconnect: Promptless’s authorization has expired or been disconnected and needs manual reauthorization. Open the integration card and reconnect to restore access.
Temporary outage: The third-party service was unreachable or could not be verified during the latest check. No action is required—Promptless rechecks automatically and returns the integration to Connected once validation succeeds.

When an integration shows Needs reconnect or Temporary outage, an info icon appears next to the label. Hover over it for more detail, including the time Promptless last confirmed the integration was healthy. For a Temporary outage, the tooltip also shows when the current issue was first and last detected.

Proactive notifications

If your organization has an escalation channel configured—Slack, Microsoft Teams, and/or email—Promptless reports connection problems there, naming the affected integration, so you learn about a broken integration without checking this page.
Promptless posts about a given problem only once—it doesn’t re-notify you day after day about the same ongoing issue.
To stop these notifications, open the Integrations page and either disconnect or reconnect the affected integration.

Security & authentication

All Promptless integrations follow security best practices:

OAuth 2.0 authentication where applicable
Encrypted data transmission (TLS 1.2+)
Encrypted data storage (AES-256)
Minimal data retention

Common features

Each integration includes:

Granular permission controls
Audit logging capabilities
Configurable notification settings
Data privacy controls

For detailed security information, visit our Data Handling and Security documentation.