diff --git a/lib/analyze-action-env.test.js b/lib/analyze-action-env.test.js
index 7cdff3e32..6da94462d 100644
--- a/lib/analyze-action-env.test.js
+++ b/lib/analyze-action-env.test.js
@@ -45,6 +45,8 @@ const util = __importStar(require("./util"));
             .resolves({});
         sinon.stub(actionsUtil, "sendStatusReport").resolves(true);
         sinon.stub(configUtils, "getConfig").resolves({
+            // Use GHES so we don't try to call the feature flags API endpoint
+            gitHubVersion: { type: util.GitHubVariant.GHES, version: "3.0.0" },
             languages: [],
         });
         const requiredInputStub = sinon.stub(actionsUtil, "getRequiredInput");
diff --git a/lib/analyze-action-env.test.js.map b/lib/analyze-action-env.test.js.map
index 6869b4ff5..ac3d998c6 100644
--- a/lib/analyze-action-env.test.js.map
+++ b/lib/analyze-action-env.test.js.map
@@ -1 +1 @@
-{"version":3,"file":"analyze-action-env.test.js","sourceRoot":"","sources":["../src/analyze-action-env.test.ts"],"names":[],"mappings":";;;;;;;;;;;;;;;;;;;;;;;;AAAA,8CAAuB;AACvB,6CAA+B;AAE/B,4DAA8C;AAC9C,mDAAqC;AACrC,4DAA8C;AAC9C,mDAA+D;AAC/D,6CAA+B;AAE/B,IAAA,0BAAU,EAAC,aAAI,CAAC,CAAC;AAEjB,4EAA4E;AAC5E,4EAA4E;AAC5E,+EAA+E;AAC/E,+EAA+E;AAC/E,gFAAgF;AAChF,iCAAiC;AAEjC,IAAA,aAAI,EAAC,8DAA8D,EAAE,KAAK,EAAE,CAAC,EAAE,EAAE;IAC/E,MAAM,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE;QACrC,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,KAAK;aACF,IAAI,CAAC,WAAW,EAAE,wBAAwB,CAAC;aAC3C,QAAQ,CAAC,EAAkC,CAAC,CAAC;QAChD,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC3D,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,WAAW,CAAC,CAAC,QAAQ,CAAC;YAC5C,SAAS,EAAE,EAAE;SACmB,CAAC,CAAC;QACpC,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,OAAO,CAAC,CAAC,OAAO,CAAC,YAAY,CAAC,CAAC;QAC1D,iBAAiB,CAAC,QAAQ,CAAC,iBAAiB,CAAC,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAC/D,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAC5D,IAAA,gCAAgB,EAAC,MAAM,EAAE,MAAM,CAAC,CAAC;QAEjC,uEAAuE;QACvE,0EAA0E;QAC1E,iBAAiB;QACjB,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,IAAI,CAAC;QACrC,OAAO,CAAC,GAAG,CAAC,YAAY,CAAC,GAAG,MAAM,CAAC;QAEnC,MAAM,eAAe,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,aAAa,CAAC,CAAC;QAC3D,MAAM,cAAc,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,YAAY,CAAC,CAAC;QACzD,MAAM,aAAa,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAAC;QAElD,uEAAuE;QACvE,oEAAoE;QACpE,4EAA4E;QAC5E,wEAAwE;QACxE,MAAM,aAAa,CAAC,UAAU,CAAC;QAE/B,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC/D,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;QAC7D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC9D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;IAC9D,CAAC,CAAC,CAAC;AACL,CAAC,CAAC,CAAC"}
\ No newline at end of file
+{"version":3,"file":"analyze-action-env.test.js","sourceRoot":"","sources":["../src/analyze-action-env.test.ts"],"names":[],"mappings":";;;;;;;;;;;;;;;;;;;;;;;;AAAA,8CAAuB;AACvB,6CAA+B;AAE/B,4DAA8C;AAC9C,mDAAqC;AACrC,4DAA8C;AAC9C,mDAA+D;AAC/D,6CAA+B;AAE/B,IAAA,0BAAU,EAAC,aAAI,CAAC,CAAC;AAEjB,4EAA4E;AAC5E,4EAA4E;AAC5E,+EAA+E;AAC/E,+EAA+E;AAC/E,gFAAgF;AAChF,iCAAiC;AAEjC,IAAA,aAAI,EAAC,8DAA8D,EAAE,KAAK,EAAE,CAAC,EAAE,EAAE;IAC/E,MAAM,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE;QACrC,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,KAAK;aACF,IAAI,CAAC,WAAW,EAAE,wBAAwB,CAAC;aAC3C,QAAQ,CAAC,EAAkC,CAAC,CAAC;QAChD,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC3D,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,WAAW,CAAC,CAAC,QAAQ,CAAC;YAC5C,kEAAkE;YAClE,aAAa,EAAE,EAAE,IAAI,EAAE,IAAI,CAAC,aAAa,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,EAAE;YAClE,SAAS,EAAE,EAAE;SACmB,CAAC,CAAC;QACpC,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,OAAO,CAAC,CAAC,OAAO,CAAC,YAAY,CAAC,CAAC;QAC1D,iBAAiB,CAAC,QAAQ,CAAC,iBAAiB,CAAC,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAC/D,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAC5D,IAAA,gCAAgB,EAAC,MAAM,EAAE,MAAM,CAAC,CAAC;QAEjC,uEAAuE;QACvE,0EAA0E;QAC1E,iBAAiB;QACjB,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,IAAI,CAAC;QACrC,OAAO,CAAC,GAAG,CAAC,YAAY,CAAC,GAAG,MAAM,CAAC;QAEnC,MAAM,eAAe,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,aAAa,CAAC,CAAC;QAC3D,MAAM,cAAc,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,YAAY,CAAC,CAAC;QACzD,MAAM,aAAa,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAAC;QAElD,uEAAuE;QACvE,oEAAoE;QACpE,4EAA4E;QAC5E,wEAAwE;QACxE,MAAM,aAAa,CAAC,UAAU,CAAC;QAE/B,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC/D,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;QAC7D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC9D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;IAC9D,CAAC,CAAC,CAAC;AACL,CAAC,CAAC,CAAC"}
\ No newline at end of file
diff --git a/lib/analyze-action-input.test.js b/lib/analyze-action-input.test.js
index f3293a2c0..2db077ecd 100644
--- a/lib/analyze-action-input.test.js
+++ b/lib/analyze-action-input.test.js
@@ -45,6 +45,8 @@ const util = __importStar(require("./util"));
             .resolves({});
         sinon.stub(actionsUtil, "sendStatusReport").resolves(true);
         sinon.stub(configUtils, "getConfig").resolves({
+            // Use GHES so we don't try to call the feature flags API endpoint
+            gitHubVersion: { type: util.GitHubVariant.GHES, version: "3.0.0" },
             languages: [],
         });
         const requiredInputStub = sinon.stub(actionsUtil, "getRequiredInput");
diff --git a/lib/analyze-action-input.test.js.map b/lib/analyze-action-input.test.js.map
index b3b01c0e2..930d80b91 100644
--- a/lib/analyze-action-input.test.js.map
+++ b/lib/analyze-action-input.test.js.map
@@ -1 +1 @@
-{"version":3,"file":"analyze-action-input.test.js","sourceRoot":"","sources":["../src/analyze-action-input.test.ts"],"names":[],"mappings":";;;;;;;;;;;;;;;;;;;;;;;;AAAA,8CAAuB;AACvB,6CAA+B;AAE/B,4DAA8C;AAC9C,mDAAqC;AACrC,4DAA8C;AAC9C,mDAA+D;AAC/D,6CAA+B;AAE/B,IAAA,0BAAU,EAAC,aAAI,CAAC,CAAC;AAEjB,4EAA4E;AAC5E,4EAA4E;AAC5E,+EAA+E;AAC/E,+EAA+E;AAC/E,gFAAgF;AAChF,iCAAiC;AAEjC,IAAA,aAAI,EAAC,sDAAsD,EAAE,KAAK,EAAE,CAAC,EAAE,EAAE;IACvE,MAAM,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE;QACrC,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,KAAK;aACF,IAAI,CAAC,WAAW,EAAE,wBAAwB,CAAC;aAC3C,QAAQ,CAAC,EAAkC,CAAC,CAAC;QAChD,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC3D,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,WAAW,CAAC,CAAC,QAAQ,CAAC;YAC5C,SAAS,EAAE,EAAE;SACmB,CAAC,CAAC;QACpC,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,OAAO,CAAC,CAAC,OAAO,CAAC,YAAY,CAAC,CAAC;QAC1D,iBAAiB,CAAC,QAAQ,CAAC,iBAAiB,CAAC,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAC/D,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAC5D,IAAA,gCAAgB,EAAC,MAAM,EAAE,MAAM,CAAC,CAAC;QAEjC,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,GAAG,CAAC;QACpC,OAAO,CAAC,GAAG,CAAC,YAAY,CAAC,GAAG,MAAM,CAAC;QAEnC,4DAA4D;QAC5D,iBAAiB,CAAC,QAAQ,CAAC,SAAS,CAAC,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QACpD,iBAAiB,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAElD,MAAM,eAAe,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,aAAa,CAAC,CAAC;QAC3D,MAAM,cAAc,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,YAAY,CAAC,CAAC;QACzD,MAAM,aAAa,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAAC;QAElD,uEAAuE;QACvE,oEAAoE;QACpE,4EAA4E;QAC5E,wEAAwE;QACxE,MAAM,aAAa,CAAC,UAAU,CAAC;QAE/B,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC/D,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;QAC7D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC9D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;IAC9D,CAAC,CAAC,CAAC;AACL,CAAC,CAAC,CAAC"}
\ No newline at end of file
+{"version":3,"file":"analyze-action-input.test.js","sourceRoot":"","sources":["../src/analyze-action-input.test.ts"],"names":[],"mappings":";;;;;;;;;;;;;;;;;;;;;;;;AAAA,8CAAuB;AACvB,6CAA+B;AAE/B,4DAA8C;AAC9C,mDAAqC;AACrC,4DAA8C;AAC9C,mDAA+D;AAC/D,6CAA+B;AAE/B,IAAA,0BAAU,EAAC,aAAI,CAAC,CAAC;AAEjB,4EAA4E;AAC5E,4EAA4E;AAC5E,+EAA+E;AAC/E,+EAA+E;AAC/E,gFAAgF;AAChF,iCAAiC;AAEjC,IAAA,aAAI,EAAC,sDAAsD,EAAE,KAAK,EAAE,CAAC,EAAE,EAAE;IACvE,MAAM,IAAI,CAAC,UAAU,CAAC,KAAK,EAAE,MAAM,EAAE,EAAE;QACrC,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,OAAO,CAAC,GAAG,CAAC,mBAAmB,CAAC,GAAG,iBAAiB,CAAC;QACrD,KAAK;aACF,IAAI,CAAC,WAAW,EAAE,wBAAwB,CAAC;aAC3C,QAAQ,CAAC,EAAkC,CAAC,CAAC;QAChD,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC,QAAQ,CAAC,IAAI,CAAC,CAAC;QAC3D,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,WAAW,CAAC,CAAC,QAAQ,CAAC;YAC5C,kEAAkE;YAClE,aAAa,EAAE,EAAE,IAAI,EAAE,IAAI,CAAC,aAAa,CAAC,IAAI,EAAE,OAAO,EAAE,OAAO,EAAE;YAClE,SAAS,EAAE,EAAE;SACmB,CAAC,CAAC;QACpC,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,OAAO,CAAC,CAAC,OAAO,CAAC,YAAY,CAAC,CAAC;QAC1D,iBAAiB,CAAC,QAAQ,CAAC,iBAAiB,CAAC,CAAC,OAAO,CAAC,OAAO,CAAC,CAAC;QAC/D,MAAM,iBAAiB,GAAG,KAAK,CAAC,IAAI,CAAC,WAAW,EAAE,kBAAkB,CAAC,CAAC;QACtE,iBAAiB,CAAC,QAAQ,CAAC,eAAe,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAC5D,IAAA,gCAAgB,EAAC,MAAM,EAAE,MAAM,CAAC,CAAC;QAEjC,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,GAAG,CAAC;QACpC,OAAO,CAAC,GAAG,CAAC,YAAY,CAAC,GAAG,MAAM,CAAC;QAEnC,4DAA4D;QAC5D,iBAAiB,CAAC,QAAQ,CAAC,SAAS,CAAC,CAAC,OAAO,CAAC,IAAI,CAAC,CAAC;QACpD,iBAAiB,CAAC,QAAQ,CAAC,KAAK,CAAC,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QAElD,MAAM,eAAe,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,aAAa,CAAC,CAAC;QAC3D,MAAM,cAAc,GAAG,KAAK,CAAC,IAAI,CAAC,OAAO,EAAE,YAAY,CAAC,CAAC;QACzD,MAAM,aAAa,GAAG,OAAO,CAAC,kBAAkB,CAAC,CAAC;QAElD,uEAAuE;QACvE,oEAAoE;QACpE,4EAA4E;QAC5E,wEAAwE;QACxE,MAAM,aAAa,CAAC,UAAU,CAAC;QAE/B,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC/D,CAAC,CAAC,SAAS,CAAC,eAAe,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;QAC7D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,cAAc,CAAC,CAAC;QAC9D,CAAC,CAAC,SAAS,CAAC,cAAc,CAAC,SAAS,CAAC,IAAI,CAAC,CAAC,CAAC,EAAE,YAAY,CAAC,CAAC;IAC9D,CAAC,CAAC,CAAC;AACL,CAAC,CAAC,CAAC"}
\ No newline at end of file
diff --git a/lib/analyze-action.js b/lib/analyze-action.js
index 010249d85..1ecc3279f 100644
--- a/lib/analyze-action.js
+++ b/lib/analyze-action.js
@@ -29,6 +29,7 @@ const analyze_1 = require("./analyze");
 const codeql_1 = require("./codeql");
 const config_utils_1 = require("./config-utils");
 const database_upload_1 = require("./database-upload");
+const feature_flags_1 = require("./feature-flags");
 const logging_1 = require("./logging");
 const repository_1 = require("./repository");
 const upload_lib = __importStar(require("./upload-lib"));
@@ -71,6 +72,8 @@ async function run() {
         const outputDir = actionsUtil.getRequiredInput("output");
         const threads = util.getThreadsFlag(actionsUtil.getOptionalInput("threads") || process.env["CODEQL_THREADS"], logger);
         const memory = util.getMemoryFlag(actionsUtil.getOptionalInput("ram") || process.env["CODEQL_RAM"]);
+        const featureFlags = new feature_flags_1.GitHubFeatureFlags(config.gitHubVersion, apiDetails, logger);
+        void featureFlags.preloadFeatureFlags();
         await (0, analyze_1.runFinalize)(outputDir, threads, memory, config, logger);
         if (actionsUtil.getRequiredInput("skip-queries") !== "true") {
             runStats = await (0, analyze_1.runQueries)(outputDir, memory, util.getAddSnippetsFlag(actionsUtil.getRequiredInput("add-snippets")), threads, actionsUtil.getOptionalInput("category"), config, logger);
@@ -111,7 +114,8 @@ async function run() {
             logger.info("Not uploading results");
         }
         const repositoryNwo = (0, repository_1.parseRepositoryNwo)(util.getRequiredEnvParam("GITHUB_REPOSITORY"));
-        await (0, database_upload_1.uploadDatabases)(repositoryNwo, config, apiDetails, logger); // Possibly upload the database bundles for remote queries
+        // Possibly upload the database bundles for remote queries
+        await (0, database_upload_1.uploadDatabases)(repositoryNwo, config, featureFlags, apiDetails, logger);
         if (uploadResult !== undefined &&
             actionsUtil.getRequiredInput("wait-for-processing") === "true") {
             await upload_lib.waitForProcessing((0, repository_1.parseRepositoryNwo)(util.getRequiredEnvParam("GITHUB_REPOSITORY")), uploadResult.sarifID, apiDetails, (0, logging_1.getActionsLogger)());
diff --git a/lib/analyze-action.js.map b/lib/analyze-action.js.map
index fec7ddc75..1e317059f 100644
--- a/lib/analyze-action.js.map
+++ b/lib/analyze-action.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/database-upload.js b/lib/database-upload.js
index b85e51c57..57d24e7e6 100644
--- a/lib/database-upload.js
+++ b/lib/database-upload.js
@@ -26,7 +26,7 @@ const api_client_1 = require("./api-client");
 const codeql_1 = require("./codeql");
 const util = __importStar(require("./util"));
 const util_1 = require("./util");
-async function uploadDatabases(repositoryNwo, config, apiDetails, logger) {
+async function uploadDatabases(repositoryNwo, config, featureFlags, apiDetails, logger) {
     if (actionsUtil.getRequiredInput("upload-database") !== "true") {
         logger.debug("Database upload disabled in workflow. Skipping upload.");
         return;
@@ -41,26 +41,13 @@ async function uploadDatabases(repositoryNwo, config, apiDetails, logger) {
         logger.debug("Not analyzing default branch. Skipping upload.");
         return;
     }
-    const client = (0, api_client_1.getApiClient)(apiDetails);
-    let useUploadDomain;
-    try {
-        const response = await client.request("GET /repos/:owner/:repo/code-scanning/codeql/databases", {
-            owner: repositoryNwo.owner,
-            repo: repositoryNwo.repo,
-        });
-        useUploadDomain = response.data["uploads_domain_enabled"];
-    }
-    catch (e) {
-        if (util.isHTTPError(e) && e.status === 404) {
-            logger.debug("Repository is not opted in to database uploads. Skipping upload.");
-        }
-        else {
-            console.log(e);
-            logger.info(`Skipping database upload due to unknown error: ${e}`);
-        }
+    if (!(await featureFlags.getDatabaseUploadsEnabled())) {
+        logger.debug("Repository is not opted in to database uploads. Skipping upload.");
         return;
     }
+    const client = (0, api_client_1.getApiClient)(apiDetails);
     const codeql = await (0, codeql_1.getCodeQL)(config.codeQLCmd);
+    const useUploadDomain = await featureFlags.getUploadsDomainEnabled();
     for (const language of config.languages) {
         // Upload the database bundle.
         // Although we are uploading arbitrary file contents to the API, it's worth
diff --git a/lib/database-upload.js.map b/lib/database-upload.js.map
index 220c258ed..7ae5adfda 100644
--- a/lib/database-upload.js.map
+++ b/lib/database-upload.js.map
@@ -1 +1 @@
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diff --git a/lib/database-upload.test.js b/lib/database-upload.test.js
index 447ec24f8..f599d1fc8 100644
--- a/lib/database-upload.test.js
+++ b/lib/database-upload.test.js
@@ -30,6 +30,7 @@ const actionsUtil = __importStar(require("./actions-util"));
 const apiClient = __importStar(require("./api-client"));
 const codeql_1 = require("./codeql");
 const database_upload_1 = require("./database-upload");
+const feature_flags_1 = require("./feature-flags");
 const languages_1 = require("./languages");
 const testing_utils_1 = require("./testing-utils");
 const util_1 = require("./util");
@@ -37,6 +38,10 @@ const util_1 = require("./util");
 ava_1.default.beforeEach(() => {
     (0, util_1.initializeEnvironment)(util_1.Mode.actions, "1.2.3");
 });
+const uploadToUploadsDomainFlags = (0, feature_flags_1.createFeatureFlags)([
+    "database_uploads_enabled",
+    "uploads_domain_enabled",
+]);
 const testRepoName = { owner: "github", repo: "example" };
 const testApiDetails = {
     auth: "1234",
@@ -58,35 +63,19 @@ function getTestConfig(tmpDir) {
         debugMode: false,
     };
 }
-function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatusCode) {
+async function mockHttpRequests(featureFlags, databaseUploadStatusCode) {
     // Passing an auth token is required, so we just use a dummy value
     const client = github.getOctokit("123");
     const requestSpy = sinon.stub(client, "request");
-    const optInSpy = requestSpy.withArgs("GET /repos/:owner/:repo/code-scanning/codeql/databases");
-    if (optInStatusCode < 300) {
-        optInSpy.resolves({
-            status: optInStatusCode,
-            data: {
-                useUploadDomain,
-            },
-            headers: {},
-            url: "GET /repos/:owner/:repo/code-scanning/codeql/databases",
-        });
+    const url = (await featureFlags.getUploadsDomainEnabled())
+        ? "POST https://uploads.github.com/repos/:owner/:repo/code-scanning/codeql/databases/:language?name=:name"
+        : "PUT /repos/:owner/:repo/code-scanning/codeql/databases/:language";
+    const databaseUploadSpy = requestSpy.withArgs(url);
+    if (databaseUploadStatusCode < 300) {
+        databaseUploadSpy.resolves(undefined);
     }
     else {
-        optInSpy.throws(new util_1.HTTPError("some error message", optInStatusCode));
-    }
-    if (databaseUploadStatusCode !== undefined) {
-        const url = useUploadDomain
-            ? "POST https://uploads.github.com/repos/:owner/:repo/code-scanning/codeql/databases/:language?name=:name"
-            : "PUT /repos/:owner/:repo/code-scanning/codeql/databases/:language";
-        const databaseUploadSpy = requestSpy.withArgs(url);
-        if (databaseUploadStatusCode < 300) {
-            databaseUploadSpy.resolves(undefined);
-        }
-        else {
-            databaseUploadSpy.throws(new util_1.HTTPError("some error message", databaseUploadStatusCode));
-        }
+        databaseUploadSpy.throws(new util_1.HTTPError("some error message", databaseUploadStatusCode));
     }
     sinon.stub(apiClient, "getApiClient").value(() => client);
 }
@@ -99,7 +88,7 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .returns("false");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), uploadToUploadsDomainFlags, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Database upload disabled in workflow. Skipping upload.") !== undefined);
     });
@@ -115,7 +104,7 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
         const config = getTestConfig(tmpDir);
         config.gitHubVersion = { type: util_1.GitHubVariant.GHES, version: "3.0" };
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, config, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, config, (0, feature_flags_1.createFeatureFlags)([]), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Not running against github.com. Skipping upload.") !== undefined);
     });
@@ -131,7 +120,7 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
         const config = getTestConfig(tmpDir);
         config.gitHubVersion = { type: util_1.GitHubVariant.GHAE };
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, config, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, config, (0, feature_flags_1.createFeatureFlags)([]), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Not running against github.com. Skipping upload.") !== undefined);
     });
@@ -145,12 +134,12 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .returns("true");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(false);
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), uploadToUploadsDomainFlags, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Not analyzing default branch. Skipping upload.") !== undefined);
     });
 });
-(0, ava_1.default)("Abort database upload if opt-in request returns 404", async (t) => {
+(0, ava_1.default)("Abort database upload if feature flag is disabled", async (t) => {
     await (0, util_1.withTmpDir)(async (tmpDir) => {
         (0, testing_utils_1.setupActionsVars)(tmpDir, tmpDir);
         sinon
@@ -158,40 +147,18 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .withArgs("upload-database")
             .returns("true");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-        mockHttpRequests(404);
         (0, codeql_1.setCodeQL)({
             async databaseBundle() {
                 return;
             },
         });
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), (0, feature_flags_1.createFeatureFlags)(["uploads_domain_enabled"]), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message ===
                 "Repository is not opted in to database uploads. Skipping upload.") !== undefined);
     });
 });
-(0, ava_1.default)("Abort database upload if opt-in request fails with something other than 404", async (t) => {
-    await (0, util_1.withTmpDir)(async (tmpDir) => {
-        (0, testing_utils_1.setupActionsVars)(tmpDir, tmpDir);
-        sinon
-            .stub(actionsUtil, "getRequiredInput")
-            .withArgs("upload-database")
-            .returns("true");
-        sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-        mockHttpRequests(500);
-        (0, codeql_1.setCodeQL)({
-            async databaseBundle() {
-                return;
-            },
-        });
-        const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
-        t.assert(loggedMessages.find((v) => v.type === "info" &&
-            v.message ===
-                "Skipping database upload due to unknown error: Error: some error message") !== undefined);
-    });
-});
 (0, ava_1.default)("Don't crash if uploading a database fails", async (t) => {
     await (0, util_1.withTmpDir)(async (tmpDir) => {
         (0, testing_utils_1.setupActionsVars)(tmpDir, tmpDir);
@@ -200,14 +167,16 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .withArgs("upload-database")
             .returns("true");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-        mockHttpRequests(200, false, 500);
+        const featureFlags = (0, feature_flags_1.createFeatureFlags)(["database_uploads_enabled"]);
+        await mockHttpRequests(featureFlags, 500);
         (0, codeql_1.setCodeQL)({
             async databaseBundle(_, outputFilePath) {
                 fs.writeFileSync(outputFilePath, "");
             },
         });
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), featureFlags, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        console.log(loggedMessages);
         t.assert(loggedMessages.find((v) => v.type === "warning" &&
             v.message ===
                 "Failed to upload database for javascript: Error: some error message") !== undefined);
@@ -221,14 +190,14 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .withArgs("upload-database")
             .returns("true");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-        mockHttpRequests(200, false, 201);
+        await mockHttpRequests(uploadToUploadsDomainFlags, 201);
         (0, codeql_1.setCodeQL)({
             async databaseBundle(_, outputFilePath) {
                 fs.writeFileSync(outputFilePath, "");
             },
         });
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), uploadToUploadsDomainFlags, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Successfully uploaded database for javascript") !== undefined);
     });
@@ -241,14 +210,14 @@ function mockHttpRequests(optInStatusCode, useUploadDomain, databaseUploadStatus
             .withArgs("upload-database")
             .returns("true");
         sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-        mockHttpRequests(200, true, 201);
+        await mockHttpRequests(uploadToUploadsDomainFlags, 201);
         (0, codeql_1.setCodeQL)({
             async databaseBundle(_, outputFilePath) {
                 fs.writeFileSync(outputFilePath, "");
             },
         });
         const loggedMessages = [];
-        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
+        await (0, database_upload_1.uploadDatabases)(testRepoName, getTestConfig(tmpDir), uploadToUploadsDomainFlags, testApiDetails, (0, testing_utils_1.getRecordingLogger)(loggedMessages));
         t.assert(loggedMessages.find((v) => v.type === "debug" &&
             v.message === "Successfully uploaded database for javascript") !== undefined);
     });
diff --git a/lib/database-upload.test.js.map b/lib/database-upload.test.js.map
index 8ca705c21..2a6f5cf4d 100644
--- a/lib/database-upload.test.js.map
+++ b/lib/database-upload.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/feature-flags.js b/lib/feature-flags.js
index d230f4e24..8e0b61815 100644
--- a/lib/feature-flags.js
+++ b/lib/feature-flags.js
@@ -19,7 +19,7 @@ var __importStar = (this && this.__importStar) || function (mod) {
     return result;
 };
 Object.defineProperty(exports, "__esModule", { value: true });
-exports.GitHubFeatureFlags = void 0;
+exports.createFeatureFlags = exports.GitHubFeatureFlags = void 0;
 const api_client_1 = require("./api-client");
 const repository_1 = require("./repository");
 const util = __importStar(require("./util"));
@@ -76,4 +76,23 @@ class GitHubFeatureFlags {
     }
 }
 exports.GitHubFeatureFlags = GitHubFeatureFlags;
+/**
+ * Create a feature flags instance with the specified set of enabled flags.
+ *
+ * This should be only used within tests.
+ */
+function createFeatureFlags(enabledFlags) {
+    return {
+        getDatabaseUploadsEnabled: async () => {
+            return enabledFlags.includes("database_uploads_enabled");
+        },
+        getMlPoweredQueriesEnabled: async () => {
+            return enabledFlags.includes("ml_powered_queries_enabled");
+        },
+        getUploadsDomainEnabled: async () => {
+            return enabledFlags.includes("uploads_domain_enabled");
+        },
+    };
+}
+exports.createFeatureFlags = createFeatureFlags;
 //# sourceMappingURL=feature-flags.js.map
\ No newline at end of file
diff --git a/lib/feature-flags.js.map b/lib/feature-flags.js.map
index 7b2b865b3..4240fa619 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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diff --git a/src/analyze-action-env.test.ts b/src/analyze-action-env.test.ts
index 01d0aa251..1ff6f1439 100644
--- a/src/analyze-action-env.test.ts
+++ b/src/analyze-action-env.test.ts
@@ -25,6 +25,8 @@ test("analyze action with RAM & threads from environment variables", async (t) =
       .resolves({} as actionsUtil.StatusReportBase);
     sinon.stub(actionsUtil, "sendStatusReport").resolves(true);
     sinon.stub(configUtils, "getConfig").resolves({
+      // Use GHES so we don't try to call the feature flags API endpoint
+      gitHubVersion: { type: util.GitHubVariant.GHES, version: "3.0.0" },
       languages: [],
     } as unknown as configUtils.Config);
     const requiredInputStub = sinon.stub(actionsUtil, "getRequiredInput");
diff --git a/src/analyze-action-input.test.ts b/src/analyze-action-input.test.ts
index 9455f76a0..5d00cdc93 100644
--- a/src/analyze-action-input.test.ts
+++ b/src/analyze-action-input.test.ts
@@ -25,6 +25,8 @@ test("analyze action with RAM & threads from action inputs", async (t) => {
       .resolves({} as actionsUtil.StatusReportBase);
     sinon.stub(actionsUtil, "sendStatusReport").resolves(true);
     sinon.stub(configUtils, "getConfig").resolves({
+      // Use GHES so we don't try to call the feature flags API endpoint
+      gitHubVersion: { type: util.GitHubVariant.GHES, version: "3.0.0" },
       languages: [],
     } as unknown as configUtils.Config);
     const requiredInputStub = sinon.stub(actionsUtil, "getRequiredInput");
diff --git a/src/analyze-action.ts b/src/analyze-action.ts
index 25d103068..d57a28ceb 100644
--- a/src/analyze-action.ts
+++ b/src/analyze-action.ts
@@ -15,6 +15,7 @@ import {
 import { CODEQL_VERSION_NEW_TRACING, getCodeQL } from "./codeql";
 import { Config, getConfig } from "./config-utils";
 import { uploadDatabases } from "./database-upload";
+import { GitHubFeatureFlags } from "./feature-flags";
 import { getActionsLogger } from "./logging";
 import { parseRepositoryNwo } from "./repository";
 import * as upload_lib from "./upload-lib";
@@ -99,6 +100,14 @@ async function run() {
     const memory = util.getMemoryFlag(
       actionsUtil.getOptionalInput("ram") || process.env["CODEQL_RAM"]
     );
+
+    const featureFlags = new GitHubFeatureFlags(
+      config.gitHubVersion,
+      apiDetails,
+      logger
+    );
+    void featureFlags.preloadFeatureFlags();
+
     await runFinalize(outputDir, threads, memory, config, logger);
     if (actionsUtil.getRequiredInput("skip-queries") !== "true") {
       runStats = await runQueries(
@@ -176,7 +185,14 @@ async function run() {
     const repositoryNwo = parseRepositoryNwo(
       util.getRequiredEnvParam("GITHUB_REPOSITORY")
     );
-    await uploadDatabases(repositoryNwo, config, apiDetails, logger); // Possibly upload the database bundles for remote queries
+    // Possibly upload the database bundles for remote queries
+    await uploadDatabases(
+      repositoryNwo,
+      config,
+      featureFlags,
+      apiDetails,
+      logger
+    );
 
     if (
       uploadResult !== undefined &&
diff --git a/src/database-upload.test.ts b/src/database-upload.test.ts
index 64be53bdf..87b2b1118 100644
--- a/src/database-upload.test.ts
+++ b/src/database-upload.test.ts
@@ -10,6 +10,7 @@ import * as apiClient from "./api-client";
 import { setCodeQL } from "./codeql";
 import { Config } from "./config-utils";
 import { uploadDatabases } from "./database-upload";
+import { createFeatureFlags, FeatureFlags } from "./feature-flags";
 import { Language } from "./languages";
 import { RepositoryNwo } from "./repository";
 import {
@@ -32,6 +33,11 @@ test.beforeEach(() => {
   initializeEnvironment(Mode.actions, "1.2.3");
 });
 
+const uploadToUploadsDomainFlags = createFeatureFlags([
+  "database_uploads_enabled",
+  "uploads_domain_enabled",
+]);
+
 const testRepoName: RepositoryNwo = { owner: "github", repo: "example" };
 const testApiDetails: GitHubApiDetails = {
   auth: "1234",
@@ -55,44 +61,25 @@ function getTestConfig(tmpDir: string): Config {
   };
 }
 
-function mockHttpRequests(
-  optInStatusCode: number,
-  useUploadDomain?: boolean,
-  databaseUploadStatusCode?: number
+async function mockHttpRequests(
+  featureFlags: FeatureFlags,
+  databaseUploadStatusCode: number
 ) {
   // Passing an auth token is required, so we just use a dummy value
   const client = github.getOctokit("123");
 
   const requestSpy = sinon.stub(client, "request");
 
-  const optInSpy = requestSpy.withArgs(
-    "GET /repos/:owner/:repo/code-scanning/codeql/databases"
-  );
-  if (optInStatusCode < 300) {
-    optInSpy.resolves({
-      status: optInStatusCode,
-      data: {
-        useUploadDomain,
-      },
-      headers: {},
-      url: "GET /repos/:owner/:repo/code-scanning/codeql/databases",
-    });
+  const url = (await featureFlags.getUploadsDomainEnabled())
+    ? "POST https://uploads.github.com/repos/:owner/:repo/code-scanning/codeql/databases/:language?name=:name"
+    : "PUT /repos/:owner/:repo/code-scanning/codeql/databases/:language";
+  const databaseUploadSpy = requestSpy.withArgs(url);
+  if (databaseUploadStatusCode < 300) {
+    databaseUploadSpy.resolves(undefined);
   } else {
-    optInSpy.throws(new HTTPError("some error message", optInStatusCode));
-  }
-
-  if (databaseUploadStatusCode !== undefined) {
-    const url = useUploadDomain
-      ? "POST https://uploads.github.com/repos/:owner/:repo/code-scanning/codeql/databases/:language?name=:name"
-      : "PUT /repos/:owner/:repo/code-scanning/codeql/databases/:language";
-    const databaseUploadSpy = requestSpy.withArgs(url);
-    if (databaseUploadStatusCode < 300) {
-      databaseUploadSpy.resolves(undefined);
-    } else {
-      databaseUploadSpy.throws(
-        new HTTPError("some error message", databaseUploadStatusCode)
-      );
-    }
+    databaseUploadSpy.throws(
+      new HTTPError("some error message", databaseUploadStatusCode)
+    );
   }
 
   sinon.stub(apiClient, "getApiClient").value(() => client);
@@ -111,6 +98,7 @@ test("Abort database upload if 'upload-database' input set to false", async (t)
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      uploadToUploadsDomainFlags,
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -140,6 +128,7 @@ test("Abort database upload if running against GHES", async (t) => {
     await uploadDatabases(
       testRepoName,
       config,
+      createFeatureFlags([]),
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -169,6 +158,7 @@ test("Abort database upload if running against GHAE", async (t) => {
     await uploadDatabases(
       testRepoName,
       config,
+      createFeatureFlags([]),
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -195,6 +185,7 @@ test("Abort database upload if not analyzing default branch", async (t) => {
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      uploadToUploadsDomainFlags,
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -208,7 +199,7 @@ test("Abort database upload if not analyzing default branch", async (t) => {
   });
 });
 
-test("Abort database upload if opt-in request returns 404", async (t) => {
+test("Abort database upload if feature flag is disabled", async (t) => {
   await withTmpDir(async (tmpDir) => {
     setupActionsVars(tmpDir, tmpDir);
     sinon
@@ -217,8 +208,6 @@ test("Abort database upload if opt-in request returns 404", async (t) => {
       .returns("true");
     sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
 
-    mockHttpRequests(404);
-
     setCodeQL({
       async databaseBundle() {
         return;
@@ -229,6 +218,7 @@ test("Abort database upload if opt-in request returns 404", async (t) => {
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      createFeatureFlags(["uploads_domain_enabled"]),
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -243,41 +233,6 @@ test("Abort database upload if opt-in request returns 404", async (t) => {
   });
 });
 
-test("Abort database upload if opt-in request fails with something other than 404", async (t) => {
-  await withTmpDir(async (tmpDir) => {
-    setupActionsVars(tmpDir, tmpDir);
-    sinon
-      .stub(actionsUtil, "getRequiredInput")
-      .withArgs("upload-database")
-      .returns("true");
-    sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
-
-    mockHttpRequests(500);
-
-    setCodeQL({
-      async databaseBundle() {
-        return;
-      },
-    });
-
-    const loggedMessages = [] as LoggedMessage[];
-    await uploadDatabases(
-      testRepoName,
-      getTestConfig(tmpDir),
-      testApiDetails,
-      getRecordingLogger(loggedMessages)
-    );
-    t.assert(
-      loggedMessages.find(
-        (v) =>
-          v.type === "info" &&
-          v.message ===
-            "Skipping database upload due to unknown error: Error: some error message"
-      ) !== undefined
-    );
-  });
-});
-
 test("Don't crash if uploading a database fails", async (t) => {
   await withTmpDir(async (tmpDir) => {
     setupActionsVars(tmpDir, tmpDir);
@@ -287,7 +242,9 @@ test("Don't crash if uploading a database fails", async (t) => {
       .returns("true");
     sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
 
-    mockHttpRequests(200, false, 500);
+    const featureFlags = createFeatureFlags(["database_uploads_enabled"]);
+
+    await mockHttpRequests(featureFlags, 500);
 
     setCodeQL({
       async databaseBundle(_: string, outputFilePath: string) {
@@ -299,9 +256,13 @@ test("Don't crash if uploading a database fails", async (t) => {
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      featureFlags,
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
+
+    console.log(loggedMessages);
+
     t.assert(
       loggedMessages.find(
         (v) =>
@@ -322,7 +283,7 @@ test("Successfully uploading a database to api.github.com", async (t) => {
       .returns("true");
     sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
 
-    mockHttpRequests(200, false, 201);
+    await mockHttpRequests(uploadToUploadsDomainFlags, 201);
 
     setCodeQL({
       async databaseBundle(_: string, outputFilePath: string) {
@@ -334,6 +295,7 @@ test("Successfully uploading a database to api.github.com", async (t) => {
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      uploadToUploadsDomainFlags,
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
@@ -356,7 +318,7 @@ test("Successfully uploading a database to uploads.github.com", async (t) => {
       .returns("true");
     sinon.stub(actionsUtil, "isAnalyzingDefaultBranch").resolves(true);
 
-    mockHttpRequests(200, true, 201);
+    await mockHttpRequests(uploadToUploadsDomainFlags, 201);
 
     setCodeQL({
       async databaseBundle(_: string, outputFilePath: string) {
@@ -368,6 +330,7 @@ test("Successfully uploading a database to uploads.github.com", async (t) => {
     await uploadDatabases(
       testRepoName,
       getTestConfig(tmpDir),
+      uploadToUploadsDomainFlags,
       testApiDetails,
       getRecordingLogger(loggedMessages)
     );
diff --git a/src/database-upload.ts b/src/database-upload.ts
index c8ab0693e..2fa59d1c5 100644
--- a/src/database-upload.ts
+++ b/src/database-upload.ts
@@ -4,6 +4,7 @@ import * as actionsUtil from "./actions-util";
 import { getApiClient, GitHubApiDetails } from "./api-client";
 import { getCodeQL } from "./codeql";
 import { Config } from "./config-utils";
+import { FeatureFlags } from "./feature-flags";
 import { Logger } from "./logging";
 import { RepositoryNwo } from "./repository";
 import * as util from "./util";
@@ -12,6 +13,7 @@ import { bundleDb } from "./util";
 export async function uploadDatabases(
   repositoryNwo: RepositoryNwo,
   config: Config,
+  featureFlags: FeatureFlags,
   apiDetails: GitHubApiDetails,
   logger: Logger
 ): Promise<void> {
@@ -32,30 +34,17 @@ export async function uploadDatabases(
     return;
   }
 
-  const client = getApiClient(apiDetails);
-  let useUploadDomain: boolean;
-  try {
-    const response = await client.request(
-      "GET /repos/:owner/:repo/code-scanning/codeql/databases",
-      {
-        owner: repositoryNwo.owner,
-        repo: repositoryNwo.repo,
-      }
+  if (!(await featureFlags.getDatabaseUploadsEnabled())) {
+    logger.debug(
+      "Repository is not opted in to database uploads. Skipping upload."
     );
-    useUploadDomain = response.data["uploads_domain_enabled"];
-  } catch (e) {
-    if (util.isHTTPError(e) && e.status === 404) {
-      logger.debug(
-        "Repository is not opted in to database uploads. Skipping upload."
-      );
-    } else {
-      console.log(e);
-      logger.info(`Skipping database upload due to unknown error: ${e}`);
-    }
     return;
   }
 
+  const client = getApiClient(apiDetails);
   const codeql = await getCodeQL(config.codeQLCmd);
+  const useUploadDomain = await featureFlags.getUploadsDomainEnabled();
+
   for (const language of config.languages) {
     // Upload the database bundle.
     // Although we are uploading arbitrary file contents to the API, it's worth
diff --git a/src/feature-flags.ts b/src/feature-flags.ts
index 0f30c5ac9..adc6c70b7 100644
--- a/src/feature-flags.ts
+++ b/src/feature-flags.ts
@@ -3,7 +3,7 @@ import { Logger } from "./logging";
 import { parseRepositoryNwo } from "./repository";
 import * as util from "./util";
 
-interface FeatureFlags {
+export interface FeatureFlags {
   getDatabaseUploadsEnabled(): Promise<boolean>;
   getMlPoweredQueriesEnabled(): Promise<boolean>;
   getUploadsDomainEnabled(): Promise<boolean>;
@@ -88,3 +88,29 @@ export class GitHubFeatureFlags implements FeatureFlags {
     return apiResponse;
   }
 }
+
+type FeatureFlagName =
+  | "database_uploads_enabled"
+  | "ml_powered_queries_enabled"
+  | "uploads_domain_enabled";
+
+/**
+ * Create a feature flags instance with the specified set of enabled flags.
+ *
+ * This should be only used within tests.
+ */
+export function createFeatureFlags(
+  enabledFlags: FeatureFlagName[]
+): FeatureFlags {
+  return {
+    getDatabaseUploadsEnabled: async () => {
+      return enabledFlags.includes("database_uploads_enabled");
+    },
+    getMlPoweredQueriesEnabled: async () => {
+      return enabledFlags.includes("ml_powered_queries_enabled");
+    },
+    getUploadsDomainEnabled: async () => {
+      return enabledFlags.includes("uploads_domain_enabled");
+    },
+  };
+}