diff --git a/lib/feature-flags.js b/lib/feature-flags.js
index 6b32e720fe..efa2f668cf 100644
--- a/lib/feature-flags.js
+++ b/lib/feature-flags.js
@@ -51,6 +51,7 @@ var Feature;
 (function (Feature) {
     Feature["AutobuildDirectTracingEnabled"] = "autobuild_direct_tracing_enabled";
     Feature["CliSarifMerge"] = "cli_sarif_merge_enabled";
+    Feature["CombineSarifFilesDeprecationWarning"] = "combine_sarif_files_deprecation_warning_enabled";
     Feature["CppDependencyInstallation"] = "cpp_dependency_installation_enabled";
     Feature["CppTrapCachingEnabled"] = "cpp_trap_caching_enabled";
     Feature["DisableJavaBuildlessEnabled"] = "disable_java_buildless_enabled";
@@ -71,6 +72,12 @@ exports.featureConfig = {
         minimumVersion: undefined,
         defaultValue: false,
     },
+    [Feature.CombineSarifFilesDeprecationWarning]: {
+        envVar: "CODEQL_ACTION_COMBINE_SARIF_FILES_DEPRECATION_WARNING",
+        // Independent of the CLI version.
+        minimumVersion: undefined,
+        defaultValue: false,
+    },
     [Feature.CppDependencyInstallation]: {
         envVar: "CODEQL_EXTRACTOR_CPP_AUTOINSTALL_DEPENDENCIES",
         minimumVersion: "2.15.0",
diff --git a/lib/feature-flags.js.map b/lib/feature-flags.js.map
index a2dca6b44b..6106f0dee6 100644
--- a/lib/feature-flags.js.map
+++ b/lib/feature-flags.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/lib/upload-lib.js b/lib/upload-lib.js
index 2af09fbebd..24a9504c71 100644
--- a/lib/upload-lib.js
+++ b/lib/upload-lib.js
@@ -26,13 +26,14 @@ var __importDefault = (this && this.__importDefault) || function (mod) {
     return (mod && mod.__esModule) ? mod : { "default": mod };
 };
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.InvalidSarifUploadError = exports.validateUniqueCategory = exports.waitForProcessing = exports.buildPayload = exports.validateSarifFileSchema = exports.uploadFromActions = exports.findSarifFilesInDir = exports.populateRunAutomationDetails = void 0;
+exports.InvalidSarifUploadError = exports.validateUniqueCategory = exports.waitForProcessing = exports.buildPayload = exports.validateSarifFileSchema = exports.uploadFromActions = exports.findSarifFilesInDir = exports.populateRunAutomationDetails = exports.shouldShowCombineSarifFilesDeprecationWarning = void 0;
 const fs = __importStar(require("fs"));
 const path = __importStar(require("path"));
 const zlib_1 = __importDefault(require("zlib"));
 const core = __importStar(require("@actions/core"));
 const file_url_1 = __importDefault(require("file-url"));
 const jsonschema = __importStar(require("jsonschema"));
+const semver = __importStar(require("semver"));
 const actionsUtil = __importStar(require("./actions-util"));
 const actions_util_1 = require("./actions-util");
 const api = __importStar(require("./api-client"));
@@ -73,14 +74,58 @@ function combineSarifFiles(sarifFiles, logger) {
 }
 /**
  * Checks whether all the runs in the given SARIF files were produced by CodeQL.
- * @param sarifFiles The list of SARIF files to check.
+ * @param sarifObjects The list of SARIF objects to check.
  */
-function areAllRunsProducedByCodeQL(sarifFiles) {
-    return sarifFiles.every((sarifFile) => {
-        const sarifObject = JSON.parse(fs.readFileSync(sarifFile, "utf8"));
+function areAllRunsProducedByCodeQL(sarifObjects) {
+    return sarifObjects.every((sarifObject) => {
         return sarifObject.runs?.every((run) => run.tool?.driver?.name === "CodeQL");
     });
 }
+function createRunKey(run) {
+    return {
+        name: run.tool?.driver?.name,
+        fullName: run.tool?.driver?.fullName,
+        version: run.tool?.driver?.version,
+        semanticVersion: run.tool?.driver?.semanticVersion,
+        guid: run.tool?.driver?.guid,
+        automationId: run.automationDetails?.id,
+    };
+}
+/**
+ * Checks whether all runs in the given SARIF files are unique (based on the
+ * criteria used by Code Scanning to determine analysis categories).
+ * @param sarifObjects The list of SARIF objects to check.
+ */
+function areAllRunsUnique(sarifObjects) {
+    const keys = new Set();
+    for (const sarifObject of sarifObjects) {
+        for (const run of sarifObject.runs) {
+            const key = JSON.stringify(createRunKey(run));
+            // If the key already exists, the runs are not unique.
+            if (keys.has(key)) {
+                return false;
+            }
+            keys.add(key);
+        }
+    }
+    return true;
+}
+// Checks whether the deprecation warning for combining SARIF files should be shown.
+async function shouldShowCombineSarifFilesDeprecationWarning(sarifObjects, features, githubVersion) {
+    if (!(await features.getValue(feature_flags_1.Feature.CombineSarifFilesDeprecationWarning))) {
+        return false;
+    }
+    // Do not show this warning on GHES versions before 3.14.0
+    if (githubVersion.type === util_1.GitHubVariant.GHES &&
+        semver.lt(githubVersion.version, "3.14.0")) {
+        return false;
+    }
+    // Only give a deprecation warning when not all runs are unique and
+    // we haven't already shown the warning.
+    return (!areAllRunsUnique(sarifObjects) &&
+        !process.env.CODEQL_MERGE_SARIF_DEPRECATION_WARNING);
+}
+exports.shouldShowCombineSarifFilesDeprecationWarning = shouldShowCombineSarifFilesDeprecationWarning;
 // Takes a list of paths to sarif files and combines them together using the
 // CLI `github merge-results` command when all SARIF files are produced by
 // CodeQL. Otherwise, it will fall back to combining the files in the action.
@@ -90,8 +135,19 @@ async function combineSarifFilesUsingCLI(sarifFiles, gitHubVersion, features, lo
     if (sarifFiles.length === 1) {
         return JSON.parse(fs.readFileSync(sarifFiles[0], "utf8"));
     }
-    if (!areAllRunsProducedByCodeQL(sarifFiles)) {
+    const sarifObjects = sarifFiles.map((sarifFile) => {
+        return JSON.parse(fs.readFileSync(sarifFile, "utf8"));
+    });
+    const deprecationWarningMessage = gitHubVersion.type === util_1.GitHubVariant.GHES
+        ? "and will be removed in GitHub Enterprise Server 3.18"
+        : "and will be removed on June 4, 2025";
+    const deprecationMoreInformationMessage = "For more information, see https://github.blog/changelog/2024-05-06-code-scanning-will-stop-combining-runs-deprecation-notice";
+    if (!areAllRunsProducedByCodeQL(sarifObjects)) {
         logger.debug("Not all SARIF files were produced by CodeQL. Merging files in the action.");
+        if (await shouldShowCombineSarifFilesDeprecationWarning(sarifObjects, features, gitHubVersion)) {
+            logger.warning(`Uploading multiple SARIF runs with the same category is deprecated ${deprecationWarningMessage}. Please update your workflow to upload a single run per category. ${deprecationMoreInformationMessage}`);
+            core.exportVariable("CODEQL_MERGE_SARIF_DEPRECATION_WARNING", "true");
+        }
         // If not, use the naive method of combining the files.
         return combineSarifFiles(sarifFiles, logger);
     }
@@ -119,6 +175,10 @@ async function combineSarifFilesUsingCLI(sarifFiles, gitHubVersion, features, lo
     }
     if (!(await codeQL.supportsFeature(tools_features_1.ToolsFeature.SarifMergeRunsFromEqualCategory))) {
         logger.warning("The CodeQL CLI does not support merging SARIF files. Merging files in the action.");
+        if (await shouldShowCombineSarifFilesDeprecationWarning(sarifObjects, features, gitHubVersion)) {
+            logger.warning(`Uploading multiple CodeQL runs with the same category is deprecated ${deprecationWarningMessage} for CodeQL CLI 2.16.6 and earlier. Please update your CodeQL CLI version or update your workflow to set a distinct category for each CodeQL run. ${deprecationMoreInformationMessage}`);
+            core.exportVariable("CODEQL_MERGE_SARIF_DEPRECATION_WARNING", "true");
+        }
         return combineSarifFiles(sarifFiles, logger);
     }
     const baseTempDir = path.resolve(tempDir, "combined-sarif");
diff --git a/lib/upload-lib.js.map b/lib/upload-lib.js.map
index ecd637c4f3..a92e23ed70 100644
--- a/lib/upload-lib.js.map
+++ b/lib/upload-lib.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/lib/upload-lib.test.js b/lib/upload-lib.test.js
index 7953128e6f..0fbb584179 100644
--- a/lib/upload-lib.test.js
+++ b/lib/upload-lib.test.js
@@ -29,6 +29,7 @@ Object.defineProperty(exports, "__esModule", { value: true });
 const fs = __importStar(require("fs"));
 const path = __importStar(require("path"));
 const ava_1 = __importDefault(require("ava"));
+const feature_flags_1 = require("./feature-flags");
 const logging_1 = require("./logging");
 const testing_utils_1 = require("./testing-utils");
 const uploadLib = __importStar(require("./upload-lib"));
@@ -195,6 +196,49 @@ ava_1.default.beforeEach(() => {
     t.deepEqual(loggedMessages.length, 2);
     t.deepEqual(loggedMessages[1], "Warning: 'not a valid URI' is not a valid URI in 'instance.runs[0].results[0].locations[0].physicalLocation.artifactLocation.uri'.");
 });
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning when on dotcom with feature flag", async (t) => {
+    t.true(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning without feature flag", async (t) => {
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning when on GHES 3.13", async (t) => {
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.GHES,
+        version: "3.13.2",
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning when on GHES 3.14", async (t) => {
+    t.true(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.GHES,
+        version: "3.14.0",
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning with only 1 run", async (t) => {
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning with distinct categories", async (t) => {
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("def", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning with distinct tools", async (t) => {
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "abc"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
+(0, ava_1.default)("shouldShowCombineSarifFilesDeprecationWarning when environment variable is already set", async (t) => {
+    process.env["CODEQL_MERGE_SARIF_DEPRECATION_WARNING"] = "true";
+    t.false(await uploadLib.shouldShowCombineSarifFilesDeprecationWarning([createMockSarif("abc", "def"), createMockSarif("abc", "def")], (0, testing_utils_1.createFeatures)([feature_flags_1.Feature.CombineSarifFilesDeprecationWarning]), {
+        type: util_1.GitHubVariant.DOTCOM,
+    }));
+});
 function createMockSarif(id, tool) {
     return {
         runs: [
diff --git a/lib/upload-lib.test.js.map b/lib/upload-lib.test.js.map
index 49751dd68d..0e7e36c42d 100644
--- a/lib/upload-lib.test.js.map
+++ b/lib/upload-lib.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/lib/util.js.map b/lib/util.js.map
index fac1c2e603..fa0dc32362 100644
--- a/lib/util.js.map
+++ b/lib/util.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/src/feature-flags.ts b/src/feature-flags.ts
index c2480e4500..97915fe272 100644
--- a/src/feature-flags.ts
+++ b/src/feature-flags.ts
@@ -47,6 +47,7 @@ export interface FeatureEnablement {
 export enum Feature {
   AutobuildDirectTracingEnabled = "autobuild_direct_tracing_enabled",
   CliSarifMerge = "cli_sarif_merge_enabled",
+  CombineSarifFilesDeprecationWarning = "combine_sarif_files_deprecation_warning_enabled",
   CppDependencyInstallation = "cpp_dependency_installation_enabled",
   CppTrapCachingEnabled = "cpp_trap_caching_enabled",
   DisableJavaBuildlessEnabled = "disable_java_buildless_enabled",
@@ -91,6 +92,12 @@ export const featureConfig: Record<
     minimumVersion: undefined,
     defaultValue: false,
   },
+  [Feature.CombineSarifFilesDeprecationWarning]: {
+    envVar: "CODEQL_ACTION_COMBINE_SARIF_FILES_DEPRECATION_WARNING",
+    // Independent of the CLI version.
+    minimumVersion: undefined,
+    defaultValue: false,
+  },
   [Feature.CppDependencyInstallation]: {
     envVar: "CODEQL_EXTRACTOR_CPP_AUTOINSTALL_DEPENDENCIES",
     minimumVersion: "2.15.0",
diff --git a/src/upload-lib.test.ts b/src/upload-lib.test.ts
index b667ad6bd0..9d6cbdee3d 100644
--- a/src/upload-lib.test.ts
+++ b/src/upload-lib.test.ts
@@ -3,10 +3,11 @@ import * as path from "path";
 
 import test from "ava";
 
+import { Feature } from "./feature-flags";
 import { getRunnerLogger, Logger } from "./logging";
-import { setupTests } from "./testing-utils";
+import { createFeatures, setupTests } from "./testing-utils";
 import * as uploadLib from "./upload-lib";
-import { initializeEnvironment, withTmpDir } from "./util";
+import { GitHubVariant, initializeEnvironment, withTmpDir } from "./util";
 
 setupTests(test);
 
@@ -324,6 +325,106 @@ test("accept results with invalid artifactLocation.uri value", (t) => {
   );
 });
 
+test("shouldShowCombineSarifFilesDeprecationWarning when on dotcom with feature flag", async (t) => {
+  t.true(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning without feature flag", async (t) => {
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("abc", "def")],
+      createFeatures([]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning when on GHES 3.13", async (t) => {
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.GHES,
+        version: "3.13.2",
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning when on GHES 3.14", async (t) => {
+  t.true(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.GHES,
+        version: "3.14.0",
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning with only 1 run", async (t) => {
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning with distinct categories", async (t) => {
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("def", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning with distinct tools", async (t) => {
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "abc"), createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
+test("shouldShowCombineSarifFilesDeprecationWarning when environment variable is already set", async (t) => {
+  process.env["CODEQL_MERGE_SARIF_DEPRECATION_WARNING"] = "true";
+
+  t.false(
+    await uploadLib.shouldShowCombineSarifFilesDeprecationWarning(
+      [createMockSarif("abc", "def"), createMockSarif("abc", "def")],
+      createFeatures([Feature.CombineSarifFilesDeprecationWarning]),
+      {
+        type: GitHubVariant.DOTCOM,
+      },
+    ),
+  );
+});
+
 function createMockSarif(id?: string, tool?: string) {
   return {
     runs: [
diff --git a/src/upload-lib.ts b/src/upload-lib.ts
index bc9c69b556..0739911c13 100644
--- a/src/upload-lib.ts
+++ b/src/upload-lib.ts
@@ -6,6 +6,7 @@ import * as core from "@actions/core";
 import { OctokitResponse } from "@octokit/types";
 import fileUrl from "file-url";
 import * as jsonschema from "jsonschema";
+import * as semver from "semver";
 
 import * as actionsUtil from "./actions-util";
 import { getOptionalInput, getRequiredInput } from "./actions-util";
@@ -14,7 +15,7 @@ import { getGitHubVersion, wrapApiConfigurationError } from "./api-client";
 import { CodeQL, getCodeQL } from "./codeql";
 import { getConfig } from "./config-utils";
 import { EnvVar } from "./environment";
-import { Feature, Features } from "./feature-flags";
+import { Feature, FeatureEnablement, Features } from "./feature-flags";
 import * as fingerprints from "./fingerprints";
 import { initCodeQL } from "./init";
 import { Logger } from "./logging";
@@ -24,8 +25,10 @@ import * as util from "./util";
 import {
   ConfigurationError,
   getRequiredEnvParam,
+  GitHubVariant,
   GitHubVersion,
   SarifFile,
+  SarifRun,
   wrapError,
 } from "./util";
 
@@ -65,20 +68,86 @@ function combineSarifFiles(sarifFiles: string[], logger: Logger): SarifFile {
 
 /**
  * Checks whether all the runs in the given SARIF files were produced by CodeQL.
- * @param sarifFiles The list of SARIF files to check.
+ * @param sarifObjects The list of SARIF objects to check.
  */
-function areAllRunsProducedByCodeQL(sarifFiles: string[]): boolean {
-  return sarifFiles.every((sarifFile) => {
-    const sarifObject = JSON.parse(
-      fs.readFileSync(sarifFile, "utf8"),
-    ) as SarifFile;
-
+function areAllRunsProducedByCodeQL(sarifObjects: SarifFile[]): boolean {
+  return sarifObjects.every((sarifObject) => {
     return sarifObject.runs?.every(
       (run) => run.tool?.driver?.name === "CodeQL",
     );
   });
 }
 
+type SarifRunKey = {
+  name: string | undefined;
+  fullName: string | undefined;
+  version: string | undefined;
+  semanticVersion: string | undefined;
+  guid: string | undefined;
+  automationId: string | undefined;
+};
+
+function createRunKey(run: SarifRun): SarifRunKey {
+  return {
+    name: run.tool?.driver?.name,
+    fullName: run.tool?.driver?.fullName,
+    version: run.tool?.driver?.version,
+    semanticVersion: run.tool?.driver?.semanticVersion,
+    guid: run.tool?.driver?.guid,
+    automationId: run.automationDetails?.id,
+  };
+}
+
+/**
+ * Checks whether all runs in the given SARIF files are unique (based on the
+ * criteria used by Code Scanning to determine analysis categories).
+ * @param sarifObjects The list of SARIF objects to check.
+ */
+function areAllRunsUnique(sarifObjects: SarifFile[]): boolean {
+  const keys = new Set<string>();
+
+  for (const sarifObject of sarifObjects) {
+    for (const run of sarifObject.runs) {
+      const key = JSON.stringify(createRunKey(run));
+
+      // If the key already exists, the runs are not unique.
+      if (keys.has(key)) {
+        return false;
+      }
+
+      keys.add(key);
+    }
+  }
+
+  return true;
+}
+
+// Checks whether the deprecation warning for combining SARIF files should be shown.
+export async function shouldShowCombineSarifFilesDeprecationWarning(
+  sarifObjects: util.SarifFile[],
+  features: FeatureEnablement,
+  githubVersion: GitHubVersion,
+) {
+  if (!(await features.getValue(Feature.CombineSarifFilesDeprecationWarning))) {
+    return false;
+  }
+
+  // Do not show this warning on GHES versions before 3.14.0
+  if (
+    githubVersion.type === GitHubVariant.GHES &&
+    semver.lt(githubVersion.version, "3.14.0")
+  ) {
+    return false;
+  }
+
+  // Only give a deprecation warning when not all runs are unique and
+  // we haven't already shown the warning.
+  return (
+    !areAllRunsUnique(sarifObjects) &&
+    !process.env.CODEQL_MERGE_SARIF_DEPRECATION_WARNING
+  );
+}
+
 // Takes a list of paths to sarif files and combines them together using the
 // CLI `github merge-results` command when all SARIF files are produced by
 // CodeQL. Otherwise, it will fall back to combining the files in the action.
@@ -86,7 +155,7 @@ function areAllRunsProducedByCodeQL(sarifFiles: string[]): boolean {
 async function combineSarifFilesUsingCLI(
   sarifFiles: string[],
   gitHubVersion: GitHubVersion,
-  features: Features,
+  features: FeatureEnablement,
   logger: Logger,
 ): Promise<SarifFile> {
   logger.info("Combining SARIF files using the CodeQL CLI");
@@ -94,11 +163,35 @@ async function combineSarifFilesUsingCLI(
     return JSON.parse(fs.readFileSync(sarifFiles[0], "utf8")) as SarifFile;
   }
 
-  if (!areAllRunsProducedByCodeQL(sarifFiles)) {
+  const sarifObjects = sarifFiles.map((sarifFile): SarifFile => {
+    return JSON.parse(fs.readFileSync(sarifFile, "utf8")) as SarifFile;
+  });
+
+  const deprecationWarningMessage =
+    gitHubVersion.type === GitHubVariant.GHES
+      ? "and will be removed in GitHub Enterprise Server 3.18"
+      : "and will be removed on June 4, 2025";
+  const deprecationMoreInformationMessage =
+    "For more information, see https://github.blog/changelog/2024-05-06-code-scanning-will-stop-combining-runs-deprecation-notice";
+
+  if (!areAllRunsProducedByCodeQL(sarifObjects)) {
     logger.debug(
       "Not all SARIF files were produced by CodeQL. Merging files in the action.",
     );
 
+    if (
+      await shouldShowCombineSarifFilesDeprecationWarning(
+        sarifObjects,
+        features,
+        gitHubVersion,
+      )
+    ) {
+      logger.warning(
+        `Uploading multiple SARIF runs with the same category is deprecated ${deprecationWarningMessage}. Please update your workflow to upload a single run per category. ${deprecationMoreInformationMessage}`,
+      );
+      core.exportVariable("CODEQL_MERGE_SARIF_DEPRECATION_WARNING", "true");
+    }
+
     // If not, use the naive method of combining the files.
     return combineSarifFiles(sarifFiles, logger);
   }
@@ -149,6 +242,19 @@ async function combineSarifFilesUsingCLI(
       "The CodeQL CLI does not support merging SARIF files. Merging files in the action.",
     );
 
+    if (
+      await shouldShowCombineSarifFilesDeprecationWarning(
+        sarifObjects,
+        features,
+        gitHubVersion,
+      )
+    ) {
+      logger.warning(
+        `Uploading multiple CodeQL runs with the same category is deprecated ${deprecationWarningMessage} for CodeQL CLI 2.16.6 and earlier. Please update your CodeQL CLI version or update your workflow to set a distinct category for each CodeQL run. ${deprecationMoreInformationMessage}`,
+      );
+      core.exportVariable("CODEQL_MERGE_SARIF_DEPRECATION_WARNING", "true");
+    }
+
     return combineSarifFiles(sarifFiles, logger);
   }
 
diff --git a/src/util.ts b/src/util.ts
index 9fed4fa81e..44dbd0508b 100644
--- a/src/util.ts
+++ b/src/util.ts
@@ -56,8 +56,11 @@ export interface SarifFile {
 export interface SarifRun {
   tool?: {
     driver?: {
+      guid?: string;
       name?: string;
+      fullName?: string;
       semanticVersion?: string;
+      version?: string;
     };
   };
   automationDetails?: {