GitHub's Copilot app gets a security extension that explains and fixes code scanning alerts locally

GitHub released a public preview security extension for the Copilot app on 28 October 2026. It lists code scanning alerts, and Copilot can explain or fix them in a local copy without committing anything.

On 28 October 2026 GitHub released a security extension for the GitHub Copilot app, in public preview. It lists a repository’s open code scanning alerts by severity, and lets a developer ask Copilot to explain or fix one or more of them.

The detail that matters most for buyers: fixes are made only in the developer’s local working copy. Nothing is committed or pushed automatically. A person still reviews the change and decides whether it goes in.

What else it does

Browsing and dismissing alerts uses no AI. Explain, Fix and /security-review use the chosen model and consume AI credits. Any Copilot plan can install the extension and run /security-review on local changes. Viewing and fixing existing alerts needs code scanning enabled on the repository, and private repositories also need GitHub Code Security. GitHub Enterprise Server is not supported.

What it means

Security backlogs are usually long, dull and quietly ignored. Putting an AI fixer next to the alert list lowers the effort of clearing them. The local-only design is also the right pattern: AI proposes, a human approves.

So what

If your product has an unread pile of security alerts, that is a question for your supplier. Ask how many are open, how many are dismissed and why. Our custom software development and AI-assisted development work includes keeping that list short. To review yours, start a project.

← All research

More research.

GitHub Copilot Automations can now be shared: AI workflows that belong to the repository, not one person

GitHub announced shared Copilot Automations on 28 October 2026: team-owned AI workflows that run in the cloud, billed to the repository owner and still running when their creator leaves.

Read ›

Claude Code deprecates Opus 4.8 fast mode: it stops working on 30 November, so migrate to Opus 5.5

Claude Code 2.1.316 (31 October 2026) deprecates fast mode for Opus 4.8 and removes it on 30 November 2026. Teams running AI-assisted development on it need to move to Opus 5.5.

Read ›

GitHub Copilot SDK is becoming the Microsoft Copilot SDK: what builders of AI products should know

On 28 October 2026 GitHub said its Copilot SDK is being renamed Microsoft Copilot SDK, the programmable layer for the shared Microsoft and GitHub agent harness. No immediate action is needed.

Read ›

GitHub Agent Merge: Copilot now watches your pull requests and fixes what blocks the merge

On 28 October 2026 GitHub added Agent Merge to pull requests: a 'Watch and fix' option where Copilot repairs failing Actions workflows and merge conflicts in the cloud, optionally with auto-merge.

Read ›

Claude Code 2.1.314 adds a setting that blocks AI file writes outside the project folder

Claude Code 2.1.314 (30 October 2026) adds permissions.blockWritesOutsideWorkingDirectories, so Claude's file-editing tools refuse any path outside the project in every permission mode.

Read ›

GitHub Enterprise now includes Copilot: seats are bundled, AI usage moves to your budget

From 28 October 2026 account-team customers can get Copilot included with every GitHub Enterprise licence, with AI usage metered against an enterprise budget from the first request. Standalone Copilot is $10 per user per month.

Read ›

Start a project

Building with AI? Let's talk.

Tell us what you are building. We'll give you an honest view of the right approach.

Start a projectSee our work