diff --git a/CHANGELOG.md b/CHANGELOG.md
index 060e1195f8..52621c9baa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,7 @@ Note that the only difference between `v2` and `v3` of the CodeQL Action is the
 
 ## [UNRELEASED]
 
-No user facing changes.
+- Improve the ease of debugging extraction issues by increasing the verbosity of the extractor logs when running in debug mode. [#2195](https://github.com/github/codeql-action/pull/2195)
 
 ## 3.24.7 - 12 Mar 2024
 
diff --git a/lib/analyze.js b/lib/analyze.js
index 13d2c4e51c..cf9c0a9158 100644
--- a/lib/analyze.js
+++ b/lib/analyze.js
@@ -138,7 +138,7 @@ async function finalizeDatabaseCreation(config, threadsFlag, memoryFlag, logger,
         }
         else {
             logger.startGroup(`Finalizing ${language}`);
-            await codeql.finalizeDatabase(util.getCodeQLDatabasePath(config, language), threadsFlag, memoryFlag);
+            await codeql.finalizeDatabase(util.getCodeQLDatabasePath(config, language), threadsFlag, memoryFlag, config.debugMode);
             logger.endGroup();
         }
     }
diff --git a/lib/analyze.js.map b/lib/analyze.js.map
index dd831ef972..0db4cd2b59 100644
--- a/lib/analyze.js.map
+++ b/lib/analyze.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/autobuild.js b/lib/autobuild.js
index a66d3e6176..e6b8fcbf37 100644
--- a/lib/autobuild.js
+++ b/lib/autobuild.js
@@ -141,7 +141,7 @@ async function runAutobuild(language, config, logger) {
     if (language === languages_1.Language.cpp) {
         await setupCppAutobuild(codeQL, logger);
     }
-    await codeQL.runAutobuild(language);
+    await codeQL.runAutobuild(language, config.debugMode);
     if (language === languages_1.Language.go) {
         core.exportVariable(environment_1.EnvVar.DID_AUTOBUILD_GOLANG, "true");
     }
diff --git a/lib/autobuild.js.map b/lib/autobuild.js.map
index f49ce0ba73..4310e15ccc 100644
--- a/lib/autobuild.js.map
+++ b/lib/autobuild.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/codeql.js b/lib/codeql.js
index 51251d830a..350a1e1b42 100644
--- a/lib/codeql.js
+++ b/lib/codeql.js
@@ -65,6 +65,8 @@ const GHES_VERSION_MOST_RECENTLY_DEPRECATED = "3.7";
  * This is the deprecation date for the version of GHES that was most recently deprecated.
  */
 const GHES_MOST_RECENT_DEPRECATION_DATE = "2023-11-08";
+/** The CLI verbosity level to use for extraction in debug mode. */
+const EXTRACTION_DEBUG_MODE_VERBOSITY = "progress++";
 /*
  * Deprecated in favor of ToolsFeature.
  *
@@ -314,7 +316,7 @@ async function getCodeQLForCmd(cmd, checkVersion) {
                 throw e;
             }
         },
-        async runAutobuild(language) {
+        async runAutobuild(language, enableDebugLogging) {
             const autobuildCmd = path.join(await this.resolveExtractor(language), "tools", process.platform === "win32" ? "autobuild.cmd" : "autobuild.sh");
             // Update JAVA_TOOL_OPTIONS to contain '-Dhttp.keepAlive=false'
             // This is because of an issue with Azure pipelines timing out connections after 4 minutes
@@ -327,6 +329,11 @@ async function getCodeQLForCmd(cmd, checkVersion) {
                 "-Dhttp.keepAlive=false",
                 "-Dmaven.wagon.http.pool=false",
             ].join(" ");
+            // Bump the verbosity of the autobuild command if we're in debug mode
+            if (enableDebugLogging) {
+                process.env[environment_1.EnvVar.CLI_VERBOSITY] =
+                    process.env[environment_1.EnvVar.CLI_VERBOSITY] || EXTRACTION_DEBUG_MODE_VERBOSITY;
+            }
             // On macOS, System Integrity Protection (SIP) typically interferes with
             // CodeQL build tracing of protected binaries.
             // The usual workaround is to prefix `$CODEQL_RUNNER` to build commands:
@@ -356,6 +363,7 @@ async function getCodeQLForCmd(cmd, checkVersion) {
                 "trace-command",
                 "--index-traceless-dbs",
                 ...(await getTrapCachingExtractorConfigArgsForLang(config, language)),
+                ...getExtractionVerbosityArguments(config.debugMode),
                 ...getExtraOptionsFromEnv(["database", "trace-command"]),
                 util.getCodeQLDatabasePath(config, language),
             ]);
@@ -366,17 +374,19 @@ async function getCodeQLForCmd(cmd, checkVersion) {
                 "trace-command",
                 "--use-build-mode",
                 ...(await getTrapCachingExtractorConfigArgsForLang(config, language)),
+                ...getExtractionVerbosityArguments(config.debugMode),
                 ...getExtraOptionsFromEnv(["database", "trace-command"]),
                 util.getCodeQLDatabasePath(config, language),
             ]);
         },
-        async finalizeDatabase(databasePath, threadsFlag, memoryFlag) {
+        async finalizeDatabase(databasePath, threadsFlag, memoryFlag, enableDebugLogging) {
             const args = [
                 "database",
                 "finalize",
                 "--finalize-dataset",
                 threadsFlag,
                 memoryFlag,
+                ...getExtractionVerbosityArguments(enableDebugLogging),
                 ...getExtraOptionsFromEnv(["database", "finalize"]),
                 databasePath,
             ];
@@ -921,4 +931,9 @@ async function getCodeScanningQueryHelpArguments(codeql) {
     }
     return ["--sarif-add-query-help"];
 }
+function getExtractionVerbosityArguments(enableDebugLogging) {
+    return enableDebugLogging
+        ? [`--verbosity=${EXTRACTION_DEBUG_MODE_VERBOSITY}`]
+        : [];
+}
 //# sourceMappingURL=codeql.js.map
\ No newline at end of file
diff --git a/lib/codeql.js.map b/lib/codeql.js.map
index 93b46a8154..44993c8c9b 100644
--- a/lib/codeql.js.map
+++ b/lib/codeql.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/codeql.test.js b/lib/codeql.test.js
index 2d74941831..029b9c98b1 100644
--- a/lib/codeql.test.js
+++ b/lib/codeql.test.js
@@ -553,7 +553,7 @@ for (const { codeqlVersion, flagPassed, githubVersion, negativeFlagPassed, } of
     sinon.stub(codeqlObject, "getVersion").resolves((0, testing_utils_1.makeVersionInfo)("2.11.6"));
     // safeWhich throws because of the test CodeQL object.
     sinon.stub(safeWhich, "safeWhich").resolves("");
-    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("", "", ""), {
+    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("", "", "", false), {
         instanceOf: util.ConfigurationError,
         message: new RegExp("No code found during the build\\. Please see: " +
             "https://gh\\.io/troubleshooting-code-scanning/no-source-code-seen-during-build\\."),
@@ -565,7 +565,7 @@ for (const { codeqlVersion, flagPassed, githubVersion, negativeFlagPassed, } of
     sinon.stub(codeqlObject, "getVersion").resolves((0, testing_utils_1.makeVersionInfo)("2.11.6"));
     // safeWhich throws because of the test CodeQL object.
     sinon.stub(safeWhich, "safeWhich").resolves("");
-    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("", "", ""), {
+    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("", "", "", false), {
         instanceOf: util.ConfigurationError,
         message: new RegExp("No code found during the build\\. Please see: " +
             "https://gh\\.io/troubleshooting-code-scanning/no-source-code-seen-during-build\\."),
@@ -579,7 +579,7 @@ for (const { codeqlVersion, flagPassed, githubVersion, negativeFlagPassed, } of
     sinon.stub(codeqlObject, "getVersion").resolves((0, testing_utils_1.makeVersionInfo)("2.12.4"));
     // safeWhich throws because of the test CodeQL object.
     sinon.stub(safeWhich, "safeWhich").resolves("");
-    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"), {
+    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048", false), {
         message: 'Encountered a fatal error while running "codeql-for-testing database finalize --finalize-dataset --threads=2 --ram=2048 db". ' +
             `Exit code was 32 and last log line was: ${cliMessage} See the logs for more details.`,
     });
@@ -594,7 +594,7 @@ for (const { codeqlVersion, flagPassed, githubVersion, negativeFlagPassed, } of
     sinon.stub(codeqlObject, "getVersion").resolves((0, testing_utils_1.makeVersionInfo)("2.12.4"));
     // safeWhich throws because of the test CodeQL object.
     sinon.stub(safeWhich, "safeWhich").resolves("");
-    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"), {
+    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048", false), {
         instanceOf: util.ConfigurationError,
         message: new RegExp('Encountered a fatal error while running \\"codeql-for-testing database finalize --finalize-dataset --threads=2 --ram=2048 db\\"\\. ' +
             `Exit code was 32 and error was: ${datasetImportError.replaceAll(".", "\\.")}\\. Context: ${heapError.replaceAll(".", "\\.")}\\. See the logs for more details\\.`),
@@ -607,7 +607,7 @@ for (const { codeqlVersion, flagPassed, githubVersion, negativeFlagPassed, } of
     sinon.stub(codeqlObject, "getVersion").resolves((0, testing_utils_1.makeVersionInfo)("2.12.4"));
     // safeWhich throws because of the test CodeQL object.
     sinon.stub(safeWhich, "safeWhich").resolves("");
-    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"), {
+    await t.throwsAsync(async () => await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048", false), {
         instanceOf: util.ConfigurationError,
         message: new RegExp('Encountered a fatal error while running \\"codeql-for-testing database finalize --finalize-dataset --threads=2 --ram=2048 db\\"\\. ' +
             "Exit code was 32 and last log line was: line5\\. See the logs for more details\\."),
diff --git a/lib/codeql.test.js.map b/lib/codeql.test.js.map
index 1f11e4f1c2..39ef4c5598 100644
--- a/lib/codeql.test.js.map
+++ b/lib/codeql.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/environment.js b/lib/environment.js
index 2aa6bdd05e..b4813f5cdb 100644
--- a/lib/environment.js
+++ b/lib/environment.js
@@ -13,6 +13,11 @@ var EnvVar;
     EnvVar["ANALYZE_DID_COMPLETE_SUCCESSFULLY"] = "CODEQL_ACTION_ANALYZE_DID_COMPLETE_SUCCESSFULLY";
     /** Whether the `autobuild` Action completes successfully. */
     EnvVar["AUTOBUILD_DID_COMPLETE_SUCCESSFULLY"] = "CODEQL_ACTION_AUTOBUILD_DID_COMPLETE_SUCCESSFULLY";
+    /**
+     * The verbosity level of the CLI. One of the following: `errors`, `warnings`, `progress`,
+     * `progress+`, `progress++`, `progress+++`.
+     */
+    EnvVar["CLI_VERBOSITY"] = "CODEQL_VERBOSITY";
     /** Whether the CodeQL Action has invoked the Go autobuilder. */
     EnvVar["DID_AUTOBUILD_GOLANG"] = "CODEQL_ACTION_DID_AUTOBUILD_GOLANG";
     /**
diff --git a/lib/environment.js.map b/lib/environment.js.map
index 5c1719a57d..03607e22bd 100644
--- a/lib/environment.js.map
+++ b/lib/environment.js.map
@@ -1 +1 @@
-{"version":3,"file":"environment.js","sourceRoot":"","sources":["../src/environment.ts"],"names":[],"mappings":";;;AAAA;;;;;GAKG;AACH,IAAY,MA+EX;AA/ED,WAAY,MAAM;IAChB,2DAA2D;IAC3D,+FAAqF,CAAA;IAErF,6DAA6D;IAC7D,mGAAyF,CAAA;IAEzF,gEAAgE;IAChE,qEAA2D,CAAA;IAE3D;;;OAGG;IACH,yFAA+E,CAAA;IAE/E;;;OAGG;IACH,yEAA+D,CAAA;IAE/D,gFAAgF;IAChF,6DAAmD,CAAA;IAEnD;;;OAGG;IACH,uEAA6D,CAAA;IAE7D,gEAAgE;IAChE,mEAAyD,CAAA;IAEzD,kFAAkF;IAClF,mFAAyE,CAAA;IAEzE,4CAA4C;IAC5C,4DAAkD,CAAA;IAElD,6CAA6C;IAC7C,uCAA6B,CAAA;IAE7B,+EAA+E;IAC/E,iDAAuC,CAAA;IAEvC,mEAAyD,CAAA;IAEzD;;;OAGG;IACH,2FAAiF,CAAA;IAEjF,mFAAmF;IACnF,6FAAmF,CAAA;IAEnF,qFAAqF;IACrF,+CAAqC,CAAA;IAErC,mEAAyD,CAAA;IAEzD,kEAAkE;IAClE,2CAAiC,CAAA;IAEjC;;;;;;OAMG;IACH,4DAAkD,CAAA;IAElD;;;OAGG;IACH,wDAA8C,CAAA;AAChD,CAAC,EA/EW,MAAM,sBAAN,MAAM,QA+EjB"}
\ No newline at end of file
+{"version":3,"file":"environment.js","sourceRoot":"","sources":["../src/environment.ts"],"names":[],"mappings":";;;AAAA;;;;;GAKG;AACH,IAAY,MAqFX;AArFD,WAAY,MAAM;IAChB,2DAA2D;IAC3D,+FAAqF,CAAA;IAErF,6DAA6D;IAC7D,mGAAyF,CAAA;IAEzF;;;OAGG;IACH,4CAAkC,CAAA;IAElC,gEAAgE;IAChE,qEAA2D,CAAA;IAE3D;;;OAGG;IACH,yFAA+E,CAAA;IAE/E;;;OAGG;IACH,yEAA+D,CAAA;IAE/D,gFAAgF;IAChF,6DAAmD,CAAA;IAEnD;;;OAGG;IACH,uEAA6D,CAAA;IAE7D,gEAAgE;IAChE,mEAAyD,CAAA;IAEzD,kFAAkF;IAClF,mFAAyE,CAAA;IAEzE,4CAA4C;IAC5C,4DAAkD,CAAA;IAElD,6CAA6C;IAC7C,uCAA6B,CAAA;IAE7B,+EAA+E;IAC/E,iDAAuC,CAAA;IAEvC,mEAAyD,CAAA;IAEzD;;;OAGG;IACH,2FAAiF,CAAA;IAEjF,mFAAmF;IACnF,6FAAmF,CAAA;IAEnF,qFAAqF;IACrF,+CAAqC,CAAA;IAErC,mEAAyD,CAAA;IAEzD,kEAAkE;IAClE,2CAAiC,CAAA;IAEjC;;;;;;OAMG;IACH,4DAAkD,CAAA;IAElD;;;OAGG;IACH,wDAA8C,CAAA;AAChD,CAAC,EArFW,MAAM,sBAAN,MAAM,QAqFjB"}
\ No newline at end of file
diff --git a/src/analyze.ts b/src/analyze.ts
index 62d083a321..8793a9c50b 100644
--- a/src/analyze.ts
+++ b/src/analyze.ts
@@ -263,6 +263,7 @@ async function finalizeDatabaseCreation(
         util.getCodeQLDatabasePath(config, language),
         threadsFlag,
         memoryFlag,
+        config.debugMode,
       );
       logger.endGroup();
     }
diff --git a/src/autobuild.ts b/src/autobuild.ts
index a741586476..02397345cb 100644
--- a/src/autobuild.ts
+++ b/src/autobuild.ts
@@ -162,7 +162,7 @@ export async function runAutobuild(
   if (language === Language.cpp) {
     await setupCppAutobuild(codeQL, logger);
   }
-  await codeQL.runAutobuild(language);
+  await codeQL.runAutobuild(language, config.debugMode);
   if (language === Language.go) {
     core.exportVariable(EnvVar.DID_AUTOBUILD_GOLANG, "true");
   }
diff --git a/src/codeql.test.ts b/src/codeql.test.ts
index e94e767fb5..21049de1f8 100644
--- a/src/codeql.test.ts
+++ b/src/codeql.test.ts
@@ -873,7 +873,7 @@ test("database finalize recognises JavaScript no code found error on CodeQL 2.11
   sinon.stub(safeWhich, "safeWhich").resolves("");
 
   await t.throwsAsync(
-    async () => await codeqlObject.finalizeDatabase("", "", ""),
+    async () => await codeqlObject.finalizeDatabase("", "", "", false),
     {
       instanceOf: util.ConfigurationError,
       message: new RegExp(
@@ -892,7 +892,7 @@ test("database finalize overrides no code found error on CodeQL 2.11.6", async (
   sinon.stub(safeWhich, "safeWhich").resolves("");
 
   await t.throwsAsync(
-    async () => await codeqlObject.finalizeDatabase("", "", ""),
+    async () => await codeqlObject.finalizeDatabase("", "", "", false),
     {
       instanceOf: util.ConfigurationError,
       message: new RegExp(
@@ -915,7 +915,12 @@ test("database finalize does not override no code found error on CodeQL 2.12.4",
 
   await t.throwsAsync(
     async () =>
-      await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"),
+      await codeqlObject.finalizeDatabase(
+        "db",
+        "--threads=2",
+        "--ram=2048",
+        false,
+      ),
     {
       message:
         'Encountered a fatal error while running "codeql-for-testing database finalize --finalize-dataset --threads=2 --ram=2048 db". ' +
@@ -940,7 +945,12 @@ test("runTool summarizes several fatal errors", async (t) => {
 
   await t.throwsAsync(
     async () =>
-      await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"),
+      await codeqlObject.finalizeDatabase(
+        "db",
+        "--threads=2",
+        "--ram=2048",
+        false,
+      ),
     {
       instanceOf: util.ConfigurationError,
       message: new RegExp(
@@ -967,7 +977,12 @@ test("runTool outputs last line of stderr if fatal error could not be found", as
 
   await t.throwsAsync(
     async () =>
-      await codeqlObject.finalizeDatabase("db", "--threads=2", "--ram=2048"),
+      await codeqlObject.finalizeDatabase(
+        "db",
+        "--threads=2",
+        "--ram=2048",
+        false,
+      ),
     {
       instanceOf: util.ConfigurationError,
       message: new RegExp(
diff --git a/src/codeql.ts b/src/codeql.ts
index 91875375ec..fbc4969461 100644
--- a/src/codeql.ts
+++ b/src/codeql.ts
@@ -82,7 +82,7 @@ export interface CodeQL {
   /**
    * Runs the autobuilder for the given language.
    */
-  runAutobuild(language: Language): Promise<void>;
+  runAutobuild(language: Language, enableDebugLogging: boolean): Promise<void>;
   /**
    * Extract code for a scanned language using 'codeql database trace-command'
    * and running the language extractor.
@@ -100,6 +100,7 @@ export interface CodeQL {
     databasePath: string,
     threadsFlag: string,
     memoryFlag: string,
+    enableDebugLogging: boolean,
   ): Promise<void>;
   /**
    * Run 'codeql resolve languages'.
@@ -279,6 +280,9 @@ const GHES_VERSION_MOST_RECENTLY_DEPRECATED = "3.7";
  */
 const GHES_MOST_RECENT_DEPRECATION_DATE = "2023-11-08";
 
+/** The CLI verbosity level to use for extraction in debug mode. */
+const EXTRACTION_DEBUG_MODE_VERBOSITY = "progress++";
+
 /*
  * Deprecated in favor of ToolsFeature.
  *
@@ -634,7 +638,7 @@ export async function getCodeQLForCmd(
         throw e;
       }
     },
-    async runAutobuild(language: Language) {
+    async runAutobuild(language: Language, enableDebugLogging: boolean) {
       const autobuildCmd = path.join(
         await this.resolveExtractor(language),
         "tools",
@@ -653,6 +657,12 @@ export async function getCodeQLForCmd(
         "-Dmaven.wagon.http.pool=false",
       ].join(" ");
 
+      // Bump the verbosity of the autobuild command if we're in debug mode
+      if (enableDebugLogging) {
+        process.env[EnvVar.CLI_VERBOSITY] =
+          process.env[EnvVar.CLI_VERBOSITY] || EXTRACTION_DEBUG_MODE_VERBOSITY;
+      }
+
       // On macOS, System Integrity Protection (SIP) typically interferes with
       // CodeQL build tracing of protected binaries.
       // The usual workaround is to prefix `$CODEQL_RUNNER` to build commands:
@@ -682,6 +692,7 @@ export async function getCodeQLForCmd(
         "trace-command",
         "--index-traceless-dbs",
         ...(await getTrapCachingExtractorConfigArgsForLang(config, language)),
+        ...getExtractionVerbosityArguments(config.debugMode),
         ...getExtraOptionsFromEnv(["database", "trace-command"]),
         util.getCodeQLDatabasePath(config, language),
       ]);
@@ -692,6 +703,7 @@ export async function getCodeQLForCmd(
         "trace-command",
         "--use-build-mode",
         ...(await getTrapCachingExtractorConfigArgsForLang(config, language)),
+        ...getExtractionVerbosityArguments(config.debugMode),
         ...getExtraOptionsFromEnv(["database", "trace-command"]),
         util.getCodeQLDatabasePath(config, language),
       ]);
@@ -700,6 +712,7 @@ export async function getCodeQLForCmd(
       databasePath: string,
       threadsFlag: string,
       memoryFlag: string,
+      enableDebugLogging: boolean,
     ) {
       const args = [
         "database",
@@ -707,6 +720,7 @@ export async function getCodeQLForCmd(
         "--finalize-dataset",
         threadsFlag,
         memoryFlag,
+        ...getExtractionVerbosityArguments(enableDebugLogging),
         ...getExtraOptionsFromEnv(["database", "finalize"]),
         databasePath,
       ];
@@ -1405,3 +1419,11 @@ async function getCodeScanningQueryHelpArguments(
   }
   return ["--sarif-add-query-help"];
 }
+
+function getExtractionVerbosityArguments(
+  enableDebugLogging: boolean,
+): string[] {
+  return enableDebugLogging
+    ? [`--verbosity=${EXTRACTION_DEBUG_MODE_VERBOSITY}`]
+    : [];
+}
diff --git a/src/environment.ts b/src/environment.ts
index 18276416fc..4bfa7dc25c 100644
--- a/src/environment.ts
+++ b/src/environment.ts
@@ -11,6 +11,12 @@ export enum EnvVar {
   /** Whether the `autobuild` Action completes successfully. */
   AUTOBUILD_DID_COMPLETE_SUCCESSFULLY = "CODEQL_ACTION_AUTOBUILD_DID_COMPLETE_SUCCESSFULLY",
 
+  /**
+   * The verbosity level of the CLI. One of the following: `errors`, `warnings`, `progress`,
+   * `progress+`, `progress++`, `progress+++`.
+   */
+  CLI_VERBOSITY = "CODEQL_VERBOSITY",
+
   /** Whether the CodeQL Action has invoked the Go autobuilder. */
   DID_AUTOBUILD_GOLANG = "CODEQL_ACTION_DID_AUTOBUILD_GOLANG",