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PLATFORM PROFILE · RANK 6 OF 10

GitHub Advanced Security review: agentic autofix for repositories on GitHub

Short answer

GitHub Advanced Security has one of the two most fully described fix paths in this set: agentic autofix fixes findings on a branch, validates its changes and opens a pull request. Its agent controls cover GitHub's own Copilot coding agent only. It scores 6.35 and ranks 6 of 10, highest or tied highest on Remediation and Pricing.

By The Pipeline Desk · Best Agentic AppSec · Published 2026-10-08

Desk research from public vendor pages, changelogs and standards documents. Vendor facts read in September 2026, updated 2026-10-11. Editorial assessment; we did not run the products.

6.35 / 10

Rank 6 of 10 on our published weights

Fix path with stated validation, for repositories on GitHub

Re-weight in the agent risk calculator

What does GHAS do for agentic AppSec?

GitHub Secret Protection and GitHub Code Security for repositories on GitHub, with Copilot Autofix and agentic autofix.

Named agentic products: Copilot Autofix, agentic autofix and the built-in checks on the Copilot coding agent.

Where along the pipeline does GHAS act?

GitHub Advanced Security pipeline strip: documented at 3 of 6 control points, plus 2 partial.AgentPartialIDENot documentedPull requestDocumentedPipelineDocumentedTriagePartialFixDocumented
A filled node means the vendor's own pages describe a control at that point. It does not measure how well the control works.
  1. Agent Partial

    The Copilot coding agent runs CodeQL, Advisory Database and secret scanning checks on its own changes; no controls for third-party agents on the pages reviewed.

    Source: GitHub Changelog: Copilot coding agent validates security and quality (28 Oct 2025) · Read 27 Sep 2026

  2. IDE Not documented

    IDE-side checks are not described on the pages reviewed.

    Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

  3. Pull request Documented

    Code scanning and dependency review on pull requests; AI Scan for pull requests in public preview.

    Source: GitHub Changelog: AI Scan no longer requires CodeQL default setup (16 Sep 2026) · Read 27 Sep 2026

  4. Pipeline Documented

    Secret scanning with push protection, and a ruleset rule in public preview that blocks merges while secret scanning alerts are open.

    Source: GitHub Changelog: block pull requests with exposed secrets (9 Sep 2026) · Read 27 Sep 2026

  5. Triage Partial

    Security overview and campaigns; no reachability or business-context scoring on the pages reviewed.

    Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

  6. Fix Documented

    Agentic autofix is generally available for Code Quality findings: Copilot fixes on a branch, validates its changes and opens a pull request.

    Source: GitHub Changelog: agentic autofix for Code Quality findings (9 Sep 2026) · Read 27 Sep 2026

How does GHAS score on each criterion?

GitHub Advanced Security: Agentic AppSec score (editorial assessment, 0 to 10)
CriterionWeightScoreWhy
Agent and MCP discovery10%
2 / 10
Lowest in set

No central inventory of AI coding tools is described on the pages reviewed.

Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

Agent policy enforcement and audit10%
4 / 10
Tied lowest

Built-in security checks apply to GitHub's own Copilot coding agent; no policy for third-party agents is described.

Source: GitHub Changelog: Copilot coding agent validates security and quality (28 Oct 2025) · Read 27 Sep 2026

Secret handling for agents5%
7 / 10

Secret scanning with push protection, and a ruleset rule that blocks merges while secret alerts are open; secret handling inside agent sessions is not described.

Source: GitHub Changelog: block pull requests with exposed secrets (9 Sep 2026) · Read 27 Sep 2026

Agentic remediation20%
9 / 10
Tied highest

Agentic autofix is generally available for Code Quality findings (9 Sep 2026): up to 25 findings fixed on a branch, validated and opened as a pull request, with fix patterns reused through Copilot Memory; Copilot Autofix is part of Code Security.

Source: GitHub Changelog: agentic autofix for Code Quality findings (9 Sep 2026) · Read 27 Sep 2026

Agentic triage and prioritization15%
6 / 10

Security overview and campaigns; no reachability or business-context scoring on the pages reviewed.

Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

SDLC policy and supply chain posture10%
8 / 10

Secret scanning with push protection, dependency review, and a ruleset rule in public preview that blocks merges while secret alerts are open.

Source: GitHub Changelog: block pull requests with exposed secrets (9 Sep 2026) · Read 27 Sep 2026

Scanner coverage and orchestration10%
8 / 10

CodeQL code scanning and dependency review, plus third-party extensibility: findings from other scanning tools can be centralized through SARIF upload; de-duplication across tools is not described.

Source: GitHub Security plans · Read 11 Oct 2026

Named coding agent reach10%
2 / 10
Lowest in set

Names 1 of the six agents we track: GitHub Copilot.

Source: GitHub Changelog: Copilot coding agent validates security and quality (28 Oct 2025) · Read 27 Sep 2026

Pricing and trial transparency10%
9 / 10
Highest in set

Secret Protection at $19 and Code Security at $30 per active committer per month are published.

Source: GitHub Advanced Security · Read 27 Sep 2026

Which coding agents does GHAS name?

  • Claude CodeNot named
  • CursorNot named
  • GitHub CopilotNamed
  • WindsurfNot named
  • OpenAI CodexNot named
  • KiroNot named

GHAS names 1 of the six agents we track.

What does it cost, and can you start free?

Pricing

GitHub Secret Protection $19 per active committer per month; GitHub Code Security $30 per active committer per month. Available to GitHub Team and Enterprise Cloud.

Source: GitHub Security plans · Read 11 Oct 2026

Free start
No free tier for private repositories on the pages reviewed; the Copilot coding agent's built-in security checks need no GHAS license.

Where is GHAS strongest, and where does it fall short?

Strongest

  • Agentic remediation: Tied highest
  • Pricing and trial transparency: Highest in set
  • A fully described fix path: a branch, stated validation and a pull request, with fix patterns reused through Copilot Memory.
  • Published per-committer prices.

Falls short

  • Agent and MCP discovery: 2 / 10; highest Legit Security and Backslash Security 10 / 10
  • Agent policy enforcement and audit: 4 / 10; highest Backslash Security 9 / 10
  • Secret handling for agents: 7 / 10; highest Legit Security 10 / 10
  • Agentic triage and prioritization: 6 / 10; highest Legit Security, Apiiro and Endor Labs 10 / 10
  • SDLC policy and supply chain posture: 8 / 10; highest Legit Security 10 / 10
  • Scanner coverage and orchestration: 8 / 10; highest Legit Security 10 / 10
  • Named coding agent reach: 2 / 10; highest Legit Security and Snyk 8 / 10
  • Agent controls cover GitHub's own Copilot coding agent, not third-party agents.
  • Works on repositories on GitHub Team and Enterprise Cloud only.

Key facts

GitHub Advanced Security: key facts
Code Security

Code scanning, CodeQL CLI, Copilot Autofix, dependency review, security overview and campaigns.

Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

Secret Protection

Secret scanning, push protection, AI-detected secrets and custom patterns.

Source: GitHub Docs: about GitHub Advanced Security · Read 27 Sep 2026

Agentic autofix

Generally available for Code Quality findings since 9 September 2026: up to 25 findings assigned to Copilot at once, fixed on a branch, validated and opened as a pull request. Agentic autofix for code scanning alerts is in public preview.

Source: GitHub Changelog: agentic autofix for Code Quality findings (9 Sep 2026) · Read 27 Sep 2026

Copilot Memory

Since 25 September 2026 agentic autofix stores fix patterns in Copilot Memory for customers who have it enabled.

Source: GitHub Changelog: agentic autofix uses Copilot Memory (25 Sep 2026) · Read 27 Sep 2026

Copilot coding agent

Runs CodeQL, the GitHub Advisory Database and secret scanning on its own changes without a GHAS license (28 October 2025).

Source: GitHub Changelog: Copilot coding agent validates security and quality (28 Oct 2025) · Read 27 Sep 2026

Merge blocking

A ruleset rule in public preview since 9 September 2026 stops a pull request from merging while secret scanning alerts remain open.

Source: GitHub Changelog: block pull requests with exposed secrets (9 Sep 2026) · Read 27 Sep 2026

Third-party findings

Findings from other scanning tools can be centralized in code scanning through SARIF upload.

Source: GitHub Security plans · Read 11 Oct 2026

How does GHAS compare head to head?

GitHub Advanced Security: head-to-head results on our published weights
ComparisonResult
Aikido Security or GitHub Advanced SecurityGitHub Advanced Security 6.35, Aikido Security 5.75
Apiiro or GitHub Advanced SecurityGitHub Advanced Security 6.35, Apiiro 6.30
Backslash Security or GitHub Advanced SecurityGitHub Advanced Security 6.35, Backslash Security 4.90
Cycode or GitHub Advanced SecurityCycode 7.70, GitHub Advanced Security 6.35
Endor Labs or GitHub Advanced SecurityEndor Labs 7.60, GitHub Advanced Security 6.35
GitHub Advanced Security or Legit SecurityLegit Security 8.80, GitHub Advanced Security 6.35
GitHub Advanced Security or OX SecurityOX Security 7.25, GitHub Advanced Security 6.35
GitHub Advanced Security or SemgrepGitHub Advanced Security 6.35, Semgrep 5.95
GitHub Advanced Security or SnykSnyk 7.15, GitHub Advanced Security 6.35
GitHub Advanced Security or Wiz CodeGitHub Advanced Security 6.35, Wiz Code 6.00

Alternatives to GHASOpen GHAS in the line-up

Frequently asked questions

How much does GitHub Advanced Security cost?

GitHub Secret Protection $19 per active committer per month; GitHub Code Security $30 per active committer per month. Available to GitHub Team and Enterprise Cloud. No free tier for private repositories on the pages reviewed; the Copilot coding agent's built-in security checks need no GHAS license.

Does GitHub Advanced Security control what coding agents do?

In part. The Copilot coding agent runs CodeQL, Advisory Database and secret scanning checks on its own changes; no controls for third-party agents on the pages reviewed.

Does GitHub Advanced Security have an agent that writes fixes?

Yes. Agentic autofix is generally available for Code Quality findings: Copilot fixes on a branch, validates its changes and opens a pull request.