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Changelog — November 24 – December 7, 2025

New Features

  • Scout now automatically extracts entities — domains, IP addresses, email addresses, and certificates — from query results and adds them to the security graph as entity cards, making it easier to pivot and investigate.
  • Added subscription and billing management for organizations.
  • Added support for authenticating with API keys, in addition to standard sign-in.
  • Watchers can now be scheduled to run across multiple organizations instead of just one.
  • The Library now supports linking query templates directly to specific products and extensions, including a guided review flow when uploading templates.
  • Added categories to help organize and browse products in the Library.
  • Improved search relevance when looking up templates and datasets.
  • Platform administrators can now manage the catalog of AI models available to Scout, and browse available agents and collections, without needing a new deployment.

Improvements

  • Improved permission handling so personal connections and resources can be created without requiring organization-level access.
  • Sped up response times when creating new queries.
  • Strengthened access-control checks on platform administration features.

Bug Fixes

  • Fixed an issue where parameterized queries could fail to execute correctly, and improved reliability of data ingestion to prevent duplicate results.
  • Fixed errors that could occur when loading product and connection information.
  • Fixed an issue where connections could fail to display correctly when creating or running queries.
  • Fixed an error that could appear when starting a new hunt session with no runs yet.
  • Fixed entity display issues in Explorer.
  • Fixed occasional errors when creating queries.
  • Fixed an error that could cause template search indexing to fail.