Data and AI releases

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Clearer names for secret scanning detector types

UpdateVerified

To make secret scanning easier to understand, we’re updating the names we use for our detector types to better reflect how each one finds secrets. This is a naming change only; detection behavior is exactly the same.

SecurityObservabilityDeveloper toolsCoding agents

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Also shipped Jul 10, 2026GitHub in July 2026 →

Online Feature Store (Public Preview)

Online Feature Store is now available in public preview. Serve the latest feature values with low-latency online retrieval backed by Snowflake Postgres for real-time ML applications such as fraud detection, recommendations, and personalization.

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Secrets in Unity Catalog (Public Preview)

You can now store, govern, and access secrets as securable objects in Unity Catalog. A Unity Catalog secret uses the three-level namespace ( catalog.schema.secret ) and is governed by Unity Catalog privileges, so you can apply the same access controls and auditing that you use for other data assets. See Secrets in Unity Catalog .

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More from GitHub Advanced SecurityEvery GitHub Advanced Security release →

CodeQL 2.26.0 adds Kotlin 2.4.0 support and AI prompt injection detection

CodeQL is the static analysis engine behind GitHub code scanning , which finds and remediates security issues in your code. We’ve recently released CodeQL 2.26.0 , which adds support for Kotlin 2.4.0, introduces a JavaScript and TypeScript query for system prompt injection, and improves analysis accuracy across multiple languages.

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Organization-level targeting for GitHub Code Quality

Organization owners can now target a subset of repositories when enabling or disabling GitHub Code Quality, rather than applying it to every repository at once. This gives you more granular control on where you enable or disable Code Quality across your organization.

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npm install-time security and GAT bypass2fa deprecation

npm v12 is now generally available and tagged latest . This major release turns on the install-time security defaults we announced in June , and it’s also where we begin a deprecation of the most sensitive uses of 2FA-bypass granular access tokens (GATs).

Deprecation
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Manage secret scanning custom patterns via REST API

Starting today, security teams can create, edit, and manage secret scanning custom patterns with the REST API. What’s new The following endpoints are generally available: GET .../secret-scanning/custom-patterns list patterns POST .../secret-scanning/custom-patterns create patterns PATCH .../secret-scanning/custom-patterns/{id} update patterns DELETE...

GA
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GitHub Code Quality license estimate in public preview

You can now see the number of active committers on repositories using GitHub Code Quality across your enterprise, giving you an estimate of your Code Quality license cost before it becomes a paid product on July 20, 2026. Code Quality is free during the public preview, so this usage isn’t billed today.

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Secret scanning extended metadata and multipart validation

To help you understand ownership and impact of a leaked secret, GitHub secret scanning surfaces enriched metadata for supported secret types. Extended metadata checks are now generally available, including support for multipart validators with supplementary metadata. What’s new?

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Code scanning shows AI security detections on pull requests

GitHub code scanning now surfaces AI-powered security detections directly on pull requests, expanding vulnerability coverage to languages and frameworks not currently supported by CodeQL. These detections help teams identify and address potential issues in parts of the codebase that previously had no native scanning coverage, all before code is merged.

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