diff --git a/.github/workflows/assets.yml b/.github/workflows/assets.yml
index a4d50dad42..10e8a30ea1 100644
--- a/.github/workflows/assets.yml
+++ b/.github/workflows/assets.yml
@@ -39,7 +39,7 @@ jobs:
         id: codebooks
         working-directory: ./packages/adblocker/
         run: |
-          yarn generate-codebooks
+          CI=true yarn generate-codebooks
 
       - uses: tibdex/github-app-token@v1
         id: generate-token
diff --git a/packages/adblocker/package.json b/packages/adblocker/package.json
index e2aabe209f..f596e6fa6c 100644
--- a/packages/adblocker/package.json
+++ b/packages/adblocker/package.json
@@ -51,14 +51,14 @@
     "dev": "mocha --watch",
     "bench-metadata": "tsx ./tools/bench-metadata.ts",
     "bump-internal-engine-version": "tsx ./tools/auto-bump-engine-version.ts",
-    "codebook-network-csp": "tsx ./tools/generate_compression_codebooks.ts -- network-csp",
-    "codebook-network-redirect": "tsx ./tools/generate_compression_codebooks.ts -- network-redirect",
-    "codebook-network-filter": "tsx ./tools/generate_compression_codebooks.ts -- network-filter",
-    "codebook-network-hostname": "tsx ./tools/generate_compression_codebooks.ts -- network-hostname",
-    "codebook-cosmetic-selector": "tsx ./tools/generate_compression_codebooks.ts -- cosmetic-selector",
-    "codebook-raw-network": "tsx ./tools/generate_compression_codebooks.ts -- raw-network",
-    "codebook-raw-cosmetic": "tsx ./tools/generate_compression_codebooks.ts -- raw-cosmetic",
-    "generate-codebooks": "concurrently -n build: \"yarn:codebook-*\" && yarn bump-internal-engine-version"
+    "codebook-network-csp": "tsx ./tools/generate_compression_codebooks.ts network-csp",
+    "codebook-network-redirect": "tsx ./tools/generate_compression_codebooks.ts network-redirect",
+    "codebook-network-filter": "tsx ./tools/generate_compression_codebooks.ts network-filter",
+    "codebook-network-hostname": "tsx ./tools/generate_compression_codebooks.ts network-hostname",
+    "codebook-cosmetic-selector": "tsx ./tools/generate_compression_codebooks.ts cosmetic-selector",
+    "codebook-raw-network": "tsx ./tools/generate_compression_codebooks.ts raw-network",
+    "codebook-raw-cosmetic": "tsx ./tools/generate_compression_codebooks.ts raw-cosmetic",
+    "generate-codebooks": "tsx ./tools/generate_compression_codebooks_mapper.ts"
   },
   "bugs": {
     "url": "https://github.com/ghostery/adblocker/issues"
@@ -105,7 +105,6 @@
     "@types/node": "^22.0.2",
     "axios": "^1.7.2",
     "chai": "^5.1.0",
-    "concurrently": "^9.0.0",
     "eslint": "^9.3.0",
     "mocha": "^10.2.0",
     "nyc": "^17.0.0",
diff --git a/packages/adblocker/tools/generate_compression_codebooks.ts b/packages/adblocker/tools/generate_compression_codebooks.ts
index f8c347820f..02cdce9131 100644
--- a/packages/adblocker/tools/generate_compression_codebooks.ts
+++ b/packages/adblocker/tools/generate_compression_codebooks.ts
@@ -114,7 +114,7 @@ function validateCodebook(codebook: string[], strings: string[]): void {
   });
 }
 
-async function generateCodebook(kind: string): Promise<string[]> {
+async function generateCodebook(kind: string, maxNgram?: number): Promise<string[]> {
   const strings = await getStrings(kind);
   let maxSize = 0;
   for (const string of strings) {
@@ -124,22 +124,31 @@ async function generateCodebook(kind: string): Promise<string[]> {
   }
   console.log(`Generate codebook ${kind} using ${strings.length} strings.`);
   const finetuneNgrams = [1];
-  const options = { finetuneNgrams, maxNgram: maxSize, maxRoundsWithNoImprovements: 10 };
-  if (kind === 'raw-cosmetic') {
-    options.maxNgram = 19;
-  } else if (kind === 'raw-network') {
-    options.maxNgram = 20;
-  } else if (kind === 'cosmetic-selector') {
-    options.maxNgram = 127;
-  }
+  const options = {
+    finetuneNgrams,
+    maxNgram: maxNgram ?? maxSize,
+    maxRoundsWithNoImprovements: 10,
+  };
   const codebook = generate(strings, options);
   validateCodebook(codebook, strings);
   return codebook;
 }
 
 (async () => {
-  const kind = process.argv[process.argv.length - 1];
-  const codebook = await generateCodebook(kind);
+  const [kind, maxNgramLiteral] = process.argv.slice(2);
+  let maxNgram: number | undefined;
+  if (maxNgramLiteral === undefined) {
+    if (kind === 'raw-cosmetic') {
+      maxNgram = 19;
+    } else if (kind === 'raw-network') {
+      maxNgram = 20;
+    } else if (kind === 'cosmetic-selector') {
+      maxNgram = 127;
+    }
+  } else {
+    maxNgram = parseInt(maxNgramLiteral);
+  }
+  const codebook = await generateCodebook(kind, maxNgram);
   const output = resolve(__dirname, `../src/codebooks/${kind}.ts`);
   console.log('Updating', output);
   await fs.writeFile(
diff --git a/packages/adblocker/tools/generate_compression_codebooks_mapper.ts b/packages/adblocker/tools/generate_compression_codebooks_mapper.ts
new file mode 100644
index 0000000000..e999373802
--- /dev/null
+++ b/packages/adblocker/tools/generate_compression_codebooks_mapper.ts
@@ -0,0 +1,131 @@
+import { exec } from 'node:child_process';
+import { readFile, writeFile } from 'node:fs/promises';
+import { cpus } from 'node:os';
+import { promisify } from 'node:util';
+
+const execPrem = promisify(exec);
+
+const KINDS = [
+  'network-csp',
+  'network-redirect',
+  'network-filter',
+  'network-hostname',
+  'cosmetic-selector',
+  'raw-network',
+  'raw-cosmetic',
+] as const;
+type Kind = (typeof KINDS)[number];
+
+const SCRIPT_PATH = './tools/generate_compression_codebooks.ts';
+
+const IS_CI = typeof process.env['CI'] !== 'undefined';
+
+async function runCodebookGeneration(kind: Kind, maxNgram?: number) {
+  let cmd = `tsx '${SCRIPT_PATH}' '${kind}'`;
+  if (maxNgram !== undefined) {
+    cmd += ` '${maxNgram}'`;
+  }
+
+  try {
+    await execPrem(cmd);
+    return false;
+  } catch (error) {
+    console.error(
+      `[ERROR] Failed to generate codebook for the kind of "${kind}" with "maxNgram" of "${maxNgram}"`,
+      error,
+    );
+    return true;
+  }
+}
+
+async function getScriptContent() {
+  return readFile(SCRIPT_PATH, 'utf8');
+}
+
+async function tryCodebookGeneration(kind: Kind) {
+  const pattern = new RegExp(`if \\(kind === '${kind}'\\) {\n +maxNgram = (\\d+);`);
+  const match = pattern.exec(await getScriptContent());
+  if (IS_CI === false || match === null) {
+    console.warn(
+      `[WARN] Skipping automatic search for maximum "maxNgram" value as looking up pre-defined "maxNgram" value for the kind "${kind}" failed or the environment variable "CI" was not set!`,
+    );
+
+    return runCodebookGeneration(kind);
+  }
+
+  const [fullMatch, maxNgramLiteral] = match;
+  let maxNgramSize = parseInt(maxNgramLiteral, 10);
+
+  for (;;) {
+    console.log(`[INFO] Trying "maxNgram" of "${maxNgramSize}" for the kind "${kind}"...`);
+
+    const crashed = await runCodebookGeneration(kind, maxNgramSize);
+    if (crashed === false) {
+      break;
+    }
+
+    --maxNgramSize;
+  }
+
+  const foundMaxNgramLiteral = maxNgramSize.toString();
+  if (maxNgramLiteral !== foundMaxNgramLiteral) {
+    await writeFile(
+      SCRIPT_PATH,
+      (await getScriptContent()).replace(
+        fullMatch,
+        fullMatch.replace(maxNgramLiteral, foundMaxNgramLiteral),
+      ),
+      'utf8',
+    );
+  }
+
+  return;
+}
+
+type Task = (...args: any[]) => Promise<any>;
+
+class Threads {
+  tasks: Task[] = [];
+  processes: number = 0;
+
+  constructor(readonly maxConcurrency: number = cpus().length) {
+    console.log(`[INFO] Limiting maximum concurrency to "${maxConcurrency}"...`);
+  }
+
+  public enqueue(task: Task) {
+    this.tasks.push(task);
+
+    // Create process which will continue to consume tasks until they run out.
+    if (this.processes >= this.maxConcurrency) {
+      return;
+    }
+    void this.process();
+  }
+
+  private async process() {
+    this.processes++;
+
+    while (this.tasks.length > 0) {
+      const task = this.tasks.shift();
+      if (task === undefined) {
+        break;
+      }
+
+      await task();
+    }
+
+    this.processes--;
+  }
+}
+
+void (async function () {
+  const threads = new Threads();
+
+  for (const kind of KINDS) {
+    async function task() {
+      tryCodebookGeneration(kind);
+    }
+
+    threads.enqueue(task);
+  }
+})();
diff --git a/yarn.lock b/yarn.lock
index 16a1f0ef44..5c253610e2 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -948,7 +948,6 @@ __metadata:
     "@types/node": "npm:^22.0.2"
     axios: "npm:^1.7.2"
     chai: "npm:^5.1.0"
-    concurrently: "npm:^9.0.0"
     eslint: "npm:^9.3.0"
     mocha: "npm:^10.2.0"
     nyc: "npm:^17.0.0"
@@ -3790,24 +3789,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"concurrently@npm:^9.0.0":
-  version: 9.1.0
-  resolution: "concurrently@npm:9.1.0"
-  dependencies:
-    chalk: "npm:^4.1.2"
-    lodash: "npm:^4.17.21"
-    rxjs: "npm:^7.8.1"
-    shell-quote: "npm:^1.8.1"
-    supports-color: "npm:^8.1.1"
-    tree-kill: "npm:^1.2.2"
-    yargs: "npm:^17.7.2"
-  bin:
-    conc: dist/bin/concurrently.js
-    concurrently: dist/bin/concurrently.js
-  checksum: 10/9ed158095a6dcb30b2fbc00f173a993d080b6eca466b8005650b051f82618991ba8ae76b39c41ae78780f83846154e5ec434753f402aa4401acf0ffb2422e1cf
-  languageName: node
-  linkType: hard
-
 "console-control-strings@npm:^1.1.0":
   version: 1.1.0
   resolution: "console-control-strings@npm:1.1.0"
@@ -9243,7 +9224,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"rxjs@npm:^7.5.5, rxjs@npm:^7.8.1":
+"rxjs@npm:^7.5.5":
   version: 7.8.1
   resolution: "rxjs@npm:7.8.1"
   dependencies:
@@ -9389,13 +9370,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"shell-quote@npm:^1.8.1":
-  version: 1.8.1
-  resolution: "shell-quote@npm:1.8.1"
-  checksum: 10/af19ab5a1ec30cb4b2f91fd6df49a7442d5c4825a2e269b3712eded10eedd7f9efeaab96d57829880733fc55bcdd8e9b1d8589b4befb06667c731d08145e274d
-  languageName: node
-  linkType: hard
-
 "signal-exit@npm:3.0.7, signal-exit@npm:^3.0.2, signal-exit@npm:^3.0.3":
   version: 3.0.7
   resolution: "signal-exit@npm:3.0.7"
@@ -10082,15 +10056,6 @@ __metadata:
   languageName: node
   linkType: hard
 
-"tree-kill@npm:^1.2.2":
-  version: 1.2.2
-  resolution: "tree-kill@npm:1.2.2"
-  bin:
-    tree-kill: cli.js
-  checksum: 10/49117f5f410d19c84b0464d29afb9642c863bc5ba40fcb9a245d474c6d5cc64d1b177a6e6713129eb346b40aebb9d4631d967517f9fbe8251c35b21b13cd96c7
-  languageName: node
-  linkType: hard
-
 "treeverse@npm:^3.0.0":
   version: 3.0.0
   resolution: "treeverse@npm:3.0.0"