diff --git a/lib/entry-points.js b/lib/entry-points.js
index b18bb6cd3..8a63a7553 100644
--- a/lib/entry-points.js
+++ b/lib/entry-points.js
@@ -186255,7 +186255,10 @@ function handleUnsupportedVersion(logger2, config, skipUnsupportedTracedAnalysis
             languages: config.languages,
             [attributeName]: version.toString()
           },
-          markdownMessage: baseMessage,
+          markdownMessage: [
+            baseMessage,
+            `For more information, see [this announcement](${"https://github.blog/changelog/2026-10-19-codeql-changes-for-macos-27-xcode-27-and-swift-6-4/" /* UNSUPPORTED_TRACED_ANALYSIS_MACOS27 */}).`
+          ].join(" "),
           severity: skipUnsupportedTracedAnalysis ? "error" : "warning",
           visibility: {
             cliSummaryTable: true,
@@ -186266,10 +186269,14 @@ function handleUnsupportedVersion(logger2, config, skipUnsupportedTracedAnalysis
       )
     );
   }
+  const logMessage = [
+    baseMessage,
+    `For more information, see ${"https://github.blog/changelog/2026-10-19-codeql-changes-for-macos-27-xcode-27-and-swift-6-4/" /* UNSUPPORTED_TRACED_ANALYSIS_MACOS27 */}`
+  ].join(" ");
   if (skipUnsupportedTracedAnalysis) {
-    throw new ConfigurationError(baseMessage);
+    throw new ConfigurationError(logMessage);
   } else {
-    logger2.warning(baseMessage);
+    logger2.warning(logMessage);
   }
 }
 async function hasTracedLanguages(config, codeql) {
diff --git a/src/doc-url.ts b/src/doc-url.ts
index c624817e9..4a5dd760b 100644
--- a/src/doc-url.ts
+++ b/src/doc-url.ts
@@ -13,4 +13,6 @@ export enum DocUrl {
   SPECIFY_BUILD_STEPS_MANUALLY = "https://docs.github.com/en/code-security/code-scanning/creating-an-advanced-setup-for-code-scanning/codeql-code-scanning-for-compiled-languages#about-specifying-build-steps-manually",
   SYSTEM_REQUIREMENTS = "https://codeql.github.com/docs/codeql-overview/system-requirements/",
   TRACK_CODE_SCANNING_ALERTS_ACROSS_RUNS = "https://docs.github.com/en/code-security/reference/code-scanning/sarif-support-for-code-scanning#data-for-preventing-duplicated-alerts",
+  /** Blog post about traced analysis being unsupported on macOS 27 and with Xcode 27. */
+  UNSUPPORTED_TRACED_ANALYSIS_MACOS27 = "https://github.blog/changelog/2026-10-19-codeql-changes-for-macos-27-xcode-27-and-swift-6-4/",
 }
diff --git a/src/languages/traced.ts b/src/languages/traced.ts
index 07f4cdc96..6981a1cb7 100644
--- a/src/languages/traced.ts
+++ b/src/languages/traced.ts
@@ -4,6 +4,7 @@ import type { ActionState, Logger } from "../action-common";
 import type { CodeQL } from "../codeql";
 import type { ActionConfig } from "../config/action-config";
 import { addDiagnostic, makeDiagnostic } from "../diagnostics";
+import { DocUrl } from "../doc-url";
 import { Feature } from "../feature-flags";
 import { macOSVersion, xcodeVersion } from "../platform";
 import { ConfigurationError } from "../util";
@@ -55,7 +56,10 @@ function handleUnsupportedVersion(
             languages: config.languages,
             [attributeName]: version.toString(),
           },
-          markdownMessage: baseMessage,
+          markdownMessage: [
+            baseMessage,
+            `For more information, see [this announcement](${DocUrl.UNSUPPORTED_TRACED_ANALYSIS_MACOS27}).`,
+          ].join(" "),
           severity: skipUnsupportedTracedAnalysis ? "error" : "warning",
           visibility: {
             cliSummaryTable: true,
@@ -67,14 +71,20 @@ function handleUnsupportedVersion(
     );
   }
 
+  // Log messages generally don't render as markdown, so we include the URL verbatim there.
+  const logMessage = [
+    baseMessage,
+    `For more information, see ${DocUrl.UNSUPPORTED_TRACED_ANALYSIS_MACOS27}`,
+  ].join(" ");
+
   // Throw an error to abort the analysis if the FF is enabled or log the message.
   if (skipUnsupportedTracedAnalysis) {
     // ConfigurationErrors are converted to the "aborted" status by the exception handler
     // in `init-action.ts` that guards the call to `checkRunnerSupportsTracedAnalysis`.
-    throw new ConfigurationError(baseMessage);
+    throw new ConfigurationError(logMessage);
   } else {
     // This will also show up as a workflow annotation.
-    logger.warning(baseMessage);
+    logger.warning(logMessage);
   }
 }