diff --git a/.github/workflows/vale.yaml b/.github/workflows/vale.yaml
index 460f30b04..bbc3858a1 100644
--- a/.github/workflows/vale.yaml
+++ b/.github/workflows/vale.yaml
@@ -13,7 +13,7 @@ jobs:
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@v41.0.1
+        uses: tj-actions/changed-files@v41.1.1
         with:
           files: |
             **/*.{md,mdx}
diff --git a/docusaurus.config.js b/docusaurus.config.js
index 77b697fbf..4a49c3193 100644
--- a/docusaurus.config.js
+++ b/docusaurus.config.js
@@ -1,3 +1,4 @@
+const { join } = require('path');
 const { config } = require('./apify-docs-theme');
 const { externalLinkProcessor } = require('./tools/utils/externalLink');
 const { collectSlugs } = require('./tools/utils/collectSlugs');
@@ -30,21 +31,21 @@ module.exports = {
                         {
                             label: 'Courses',
                             to: `/academy`,
-                            activeBaseRegex: [
+                            activeBaseRegex: `${[
                                 'academy$',
-                                ...collectSlugs(`${__dirname}/sources/academy/webscraping`),
-                                ...collectSlugs(`${__dirname}/sources/academy/platform`),
-                            ].join('|'),
+                                ...collectSlugs(join(__dirname, 'sources', 'academy', 'webscraping')),
+                                ...collectSlugs(join(__dirname, 'sources', 'academy', 'platform')),
+                            ].join('$|')}$`,
                         },
                         {
                             label: 'Tutorials',
                             to: `/academy/tutorials`,
-                            activeBaseRegex: collectSlugs(`${__dirname}/sources/academy/tutorials`).join('|'),
+                            activeBaseRegex: `${collectSlugs(join(__dirname, 'sources', 'academy', 'tutorials')).join('$|')}$`,
                         },
                         {
                             label: 'Glossary',
                             to: `/academy/glossary`,
-                            activeBaseRegex: collectSlugs(`${__dirname}/sources/academy/glossary`).join('|'),
+                            activeBaseRegex: `${collectSlugs(join(__dirname, 'sources', 'academy', 'glossary')).join('$|')}$`,
                         },
                     ],
                 },
diff --git a/package-lock.json b/package-lock.json
index 5205bfbfd..ec90ca119 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -31,7 +31,7 @@
                 "react-dom": "^17.0.2",
                 "react-github-btn": "^1.4.0",
                 "search-insights": "2.13.0",
-                "styled-components": "6.1.6",
+                "styled-components": "6.1.8",
                 "unist-util-visit": "^5.0.0"
             },
             "devDependencies": {
@@ -40,6 +40,7 @@
                 "@types/react": "^18.2.8",
                 "@typescript-eslint/eslint-plugin": "^6.2.0",
                 "@typescript-eslint/parser": "^6.2.0",
+                "cross-env": "^7.0.3",
                 "eslint": "^8.46.0",
                 "eslint-plugin-json": "^3.1.0",
                 "eslint-plugin-markdown": "^3.0.1",
@@ -49,6 +50,7 @@
                 "globby": "^14.0.0",
                 "markdownlint": "^0.32.0",
                 "markdownlint-cli": "^0.38.0",
+                "patch-package": "^8.0.0",
                 "path-browserify": "^1.0.1",
                 "rimraf": "^5.0.1",
                 "typescript": "^5.1.3"
@@ -56,7 +58,7 @@
         },
         "apify-docs-theme": {
             "name": "@apify/docs-theme",
-            "version": "1.0.99",
+            "version": "1.0.101",
             "license": "ISC",
             "dependencies": {
                 "@apify/docs-search-modal": "^1.0.25",
@@ -4683,6 +4685,11 @@
             "resolved": "https://registry.npmjs.org/@emotion/memoize/-/memoize-0.8.1.tgz",
             "integrity": "sha512-W2P2c/VRW1/1tLox0mVUalvnWXxavmv/Oum2aPsRcoDJuob75FC3Y8FbpfLwUegRcxINtGUMPq0tFCvYNTBXNA=="
         },
+        "node_modules/@emotion/unitless": {
+            "version": "0.8.0",
+            "resolved": "https://registry.npmjs.org/@emotion/unitless/-/unitless-0.8.0.tgz",
+            "integrity": "sha512-VINS5vEYAscRl2ZUDiT3uMPlrFQupiKgHz5AA4bCH1miKBg4qtwkim1qPmJj/4WG6TreYMY111rEFsjupcOKHw=="
+        },
         "node_modules/@eslint-community/eslint-utils": {
             "version": "4.4.0",
             "resolved": "https://registry.npmjs.org/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz",
@@ -5932,6 +5939,11 @@
                 "csstype": "^3.0.2"
             }
         },
+        "node_modules/@types/stylis": {
+            "version": "4.2.0",
+            "resolved": "https://registry.npmjs.org/@types/stylis/-/stylis-4.2.0.tgz",
+            "integrity": "sha512-n4sx2bqL0mW1tvDf/loQ+aMX7GQD3lc3fkCMC55VFNDu/vBOabO+LTIeXKM14xK0ppk5TUGcWRjiSpIlUpghKw=="
+        },
         "node_modules/@types/trusted-types": {
             "version": "2.0.6",
             "resolved": "https://registry.npmjs.org/@types/trusted-types/-/trusted-types-2.0.6.tgz",
@@ -6319,6 +6331,12 @@
             "resolved": "https://registry.npmjs.org/@xtuc/long/-/long-4.2.2.tgz",
             "integrity": "sha512-NuHqBY1PB/D8xU6s/thBgOAiAP7HOYDQ32+BFZILJ8ivkUkAHQnWfn6WhL79Owj1qmUnoN/YPhktdIoucipkAQ=="
         },
+        "node_modules/@yarnpkg/lockfile": {
+            "version": "1.1.0",
+            "resolved": "https://registry.npmjs.org/@yarnpkg/lockfile/-/lockfile-1.1.0.tgz",
+            "integrity": "sha512-GpSwvyXOcOOlV70vbnzjj4fW5xW/FdUF6nQEt1ENy7m4ZCczi1+/buVUPAqmGfqznsORNFzUMjctTIp8a9tuCQ==",
+            "dev": true
+        },
         "node_modules/accepts": {
             "version": "1.3.8",
             "resolved": "https://registry.npmjs.org/accepts/-/accepts-1.3.8.tgz",
@@ -8072,6 +8090,24 @@
                 "node": ">=0.8"
             }
         },
+        "node_modules/cross-env": {
+            "version": "7.0.3",
+            "resolved": "https://registry.npmjs.org/cross-env/-/cross-env-7.0.3.tgz",
+            "integrity": "sha512-+/HKd6EgcQCJGh2PSjZuUitQBQynKor4wrFbRg4DtAgS1aWO+gU52xpH7M9ScGgXSYmAVS9bIJ8EzuaGw0oNAw==",
+            "dev": true,
+            "dependencies": {
+                "cross-spawn": "^7.0.1"
+            },
+            "bin": {
+                "cross-env": "src/bin/cross-env.js",
+                "cross-env-shell": "src/bin/cross-env-shell.js"
+            },
+            "engines": {
+                "node": ">=10.14",
+                "npm": ">=6",
+                "yarn": ">=1"
+            }
+        },
         "node_modules/cross-fetch": {
             "version": "3.1.8",
             "resolved": "https://registry.npmjs.org/cross-fetch/-/cross-fetch-3.1.8.tgz",
@@ -10620,6 +10656,15 @@
                 "url": "https://github.com/sponsors/sindresorhus"
             }
         },
+        "node_modules/find-yarn-workspace-root": {
+            "version": "2.0.0",
+            "resolved": "https://registry.npmjs.org/find-yarn-workspace-root/-/find-yarn-workspace-root-2.0.0.tgz",
+            "integrity": "sha512-1IMnbjt4KzsQfnhnzNd8wUEgXZ44IzZaZmnLYx7D5FZlaHt2gW20Cri8Q+E/t5tIj4+epTBub+2Zxu/vNILzqQ==",
+            "dev": true,
+            "dependencies": {
+                "micromatch": "^4.0.2"
+            }
+        },
         "node_modules/flat": {
             "version": "5.0.2",
             "resolved": "https://registry.npmjs.org/flat/-/flat-5.0.2.tgz",
@@ -12807,6 +12852,24 @@
             "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
             "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="
         },
+        "node_modules/json-stable-stringify": {
+            "version": "1.1.0",
+            "resolved": "https://registry.npmjs.org/json-stable-stringify/-/json-stable-stringify-1.1.0.tgz",
+            "integrity": "sha512-zfA+5SuwYN2VWqN1/5HZaDzQKLJHaBVMZIIM+wuYjdptkaQsqzDdqjqf+lZZJUuJq1aanHiY8LhH8LmH+qBYJA==",
+            "dev": true,
+            "dependencies": {
+                "call-bind": "^1.0.5",
+                "isarray": "^2.0.5",
+                "jsonify": "^0.0.1",
+                "object-keys": "^1.1.1"
+            },
+            "engines": {
+                "node": ">= 0.4"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
         "node_modules/json-stable-stringify-without-jsonify": {
             "version": "1.0.1",
             "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
@@ -12841,6 +12904,15 @@
                 "graceful-fs": "^4.1.6"
             }
         },
+        "node_modules/jsonify": {
+            "version": "0.0.1",
+            "resolved": "https://registry.npmjs.org/jsonify/-/jsonify-0.0.1.tgz",
+            "integrity": "sha512-2/Ki0GcmuqSrgFyelQq9M05y7PS0mEwuIzrf3f1fPqkVDVRvZrPZtVSMHxdgo8Aq0sxAOb/cr2aqqA3LeWHVPg==",
+            "dev": true,
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
         "node_modules/jsx-ast-utils": {
             "version": "3.3.5",
             "resolved": "https://registry.npmjs.org/jsx-ast-utils/-/jsx-ast-utils-3.3.5.tgz",
@@ -12878,6 +12950,15 @@
                 "node": ">=0.10.0"
             }
         },
+        "node_modules/klaw-sync": {
+            "version": "6.0.0",
+            "resolved": "https://registry.npmjs.org/klaw-sync/-/klaw-sync-6.0.0.tgz",
+            "integrity": "sha512-nIeuVSzdCCs6TDPTqI8w1Yre34sSq7AkZ4B3sfOBbI2CgVSB4Du4aLQijFU2+lhAFCwt9+42Hel6lQNIv6AntQ==",
+            "dev": true,
+            "dependencies": {
+                "graceful-fs": "^4.1.11"
+            }
+        },
         "node_modules/kleur": {
             "version": "3.0.3",
             "resolved": "https://registry.npmjs.org/kleur/-/kleur-3.0.3.tgz",
@@ -15054,6 +15135,15 @@
                 "node": ">= 0.8.0"
             }
         },
+        "node_modules/os-tmpdir": {
+            "version": "1.0.2",
+            "resolved": "https://registry.npmjs.org/os-tmpdir/-/os-tmpdir-1.0.2.tgz",
+            "integrity": "sha512-D2FR03Vir7FIu45XBY20mTb+/ZSWB00sjU9jdQXt83gDrI4Ztz5Fs7/yy74g2N5SVQY4xY1qDr4rNddwYRVX0g==",
+            "dev": true,
+            "engines": {
+                "node": ">=0.10.0"
+            }
+        },
         "node_modules/ow": {
             "version": "0.28.2",
             "resolved": "https://registry.npmjs.org/ow/-/ow-0.28.2.tgz",
@@ -15263,6 +15353,117 @@
                 "tslib": "^2.0.3"
             }
         },
+        "node_modules/patch-package": {
+            "version": "8.0.0",
+            "resolved": "https://registry.npmjs.org/patch-package/-/patch-package-8.0.0.tgz",
+            "integrity": "sha512-da8BVIhzjtgScwDJ2TtKsfT5JFWz1hYoBl9rUQ1f38MC2HwnEIkK8VN3dKMKcP7P7bvvgzNDbfNHtx3MsQb5vA==",
+            "dev": true,
+            "dependencies": {
+                "@yarnpkg/lockfile": "^1.1.0",
+                "chalk": "^4.1.2",
+                "ci-info": "^3.7.0",
+                "cross-spawn": "^7.0.3",
+                "find-yarn-workspace-root": "^2.0.0",
+                "fs-extra": "^9.0.0",
+                "json-stable-stringify": "^1.0.2",
+                "klaw-sync": "^6.0.0",
+                "minimist": "^1.2.6",
+                "open": "^7.4.2",
+                "rimraf": "^2.6.3",
+                "semver": "^7.5.3",
+                "slash": "^2.0.0",
+                "tmp": "^0.0.33",
+                "yaml": "^2.2.2"
+            },
+            "bin": {
+                "patch-package": "index.js"
+            },
+            "engines": {
+                "node": ">=14",
+                "npm": ">5"
+            }
+        },
+        "node_modules/patch-package/node_modules/fs-extra": {
+            "version": "9.1.0",
+            "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-9.1.0.tgz",
+            "integrity": "sha512-hcg3ZmepS30/7BSFqRvoo3DOMQu7IjqxO5nCDt+zM9XWjb33Wg7ziNT+Qvqbuc3+gWpzO02JubVyk2G4Zvo1OQ==",
+            "dev": true,
+            "dependencies": {
+                "at-least-node": "^1.0.0",
+                "graceful-fs": "^4.2.0",
+                "jsonfile": "^6.0.1",
+                "universalify": "^2.0.0"
+            },
+            "engines": {
+                "node": ">=10"
+            }
+        },
+        "node_modules/patch-package/node_modules/glob": {
+            "version": "7.2.3",
+            "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
+            "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
+            "dev": true,
+            "dependencies": {
+                "fs.realpath": "^1.0.0",
+                "inflight": "^1.0.4",
+                "inherits": "2",
+                "minimatch": "^3.1.1",
+                "once": "^1.3.0",
+                "path-is-absolute": "^1.0.0"
+            },
+            "engines": {
+                "node": "*"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/isaacs"
+            }
+        },
+        "node_modules/patch-package/node_modules/open": {
+            "version": "7.4.2",
+            "resolved": "https://registry.npmjs.org/open/-/open-7.4.2.tgz",
+            "integrity": "sha512-MVHddDVweXZF3awtlAS+6pgKLlm/JgxZ90+/NBurBoQctVOOB/zDdVjcyPzQ+0laDGbsWgrRkflI65sQeOgT9Q==",
+            "dev": true,
+            "dependencies": {
+                "is-docker": "^2.0.0",
+                "is-wsl": "^2.1.1"
+            },
+            "engines": {
+                "node": ">=8"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/sindresorhus"
+            }
+        },
+        "node_modules/patch-package/node_modules/rimraf": {
+            "version": "2.7.1",
+            "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-2.7.1.tgz",
+            "integrity": "sha512-uWjbaKIK3T1OSVptzX7Nl6PvQ3qAGtKEtVRjRuazjfL3Bx5eI409VZSqgND+4UNnmzLVdPj9FqFJNPqBZFve4w==",
+            "dev": true,
+            "dependencies": {
+                "glob": "^7.1.3"
+            },
+            "bin": {
+                "rimraf": "bin.js"
+            }
+        },
+        "node_modules/patch-package/node_modules/slash": {
+            "version": "2.0.0",
+            "resolved": "https://registry.npmjs.org/slash/-/slash-2.0.0.tgz",
+            "integrity": "sha512-ZYKh3Wh2z1PpEXWr0MpSBZ0V6mZHAQfYevttO11c51CaWjGTaadiKZ+wVt1PbMlDV5qhMFslpZCemhwOK7C89A==",
+            "dev": true,
+            "engines": {
+                "node": ">=6"
+            }
+        },
+        "node_modules/patch-package/node_modules/yaml": {
+            "version": "2.3.4",
+            "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.4.tgz",
+            "integrity": "sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==",
+            "dev": true,
+            "engines": {
+                "node": ">= 14"
+            }
+        },
         "node_modules/path-browserify": {
             "version": "1.0.1",
             "resolved": "https://registry.npmjs.org/path-browserify/-/path-browserify-1.0.1.tgz",
@@ -19999,9 +20200,9 @@
             }
         },
         "node_modules/styled-components": {
-            "version": "6.1.6",
-            "resolved": "https://registry.npmjs.org/styled-components/-/styled-components-6.1.6.tgz",
-            "integrity": "sha512-DgTLULSC29xpabJ24bbn1+hulU6vvGFQf4RPwBOJrm8WJFnN42yXpo5voBt3jDSJBa5tBd1L6PqswJjQ0wRKdg==",
+            "version": "6.1.8",
+            "resolved": "https://registry.npmjs.org/styled-components/-/styled-components-6.1.8.tgz",
+            "integrity": "sha512-PQ6Dn+QxlWyEGCKDS71NGsXoVLKfE1c3vApkvDYS5KAK+V8fNWGhbSUEo9Gg2iaID2tjLXegEW3bZDUGpofRWw==",
             "dependencies": {
                 "@emotion/is-prop-valid": "1.2.1",
                 "@emotion/unitless": "0.8.0",
@@ -20025,16 +20226,6 @@
                 "react-dom": ">= 16.8.0"
             }
         },
-        "node_modules/styled-components/node_modules/@emotion/unitless": {
-            "version": "0.8.0",
-            "resolved": "https://registry.npmjs.org/@emotion/unitless/-/unitless-0.8.0.tgz",
-            "integrity": "sha512-VINS5vEYAscRl2ZUDiT3uMPlrFQupiKgHz5AA4bCH1miKBg4qtwkim1qPmJj/4WG6TreYMY111rEFsjupcOKHw=="
-        },
-        "node_modules/styled-components/node_modules/@types/stylis": {
-            "version": "4.2.0",
-            "resolved": "https://registry.npmjs.org/@types/stylis/-/stylis-4.2.0.tgz",
-            "integrity": "sha512-n4sx2bqL0mW1tvDf/loQ+aMX7GQD3lc3fkCMC55VFNDu/vBOabO+LTIeXKM14xK0ppk5TUGcWRjiSpIlUpghKw=="
-        },
         "node_modules/styled-components/node_modules/tslib": {
             "version": "2.5.0",
             "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.5.0.tgz",
@@ -20325,6 +20516,18 @@
             "resolved": "https://registry.npmjs.org/tiny-warning/-/tiny-warning-1.0.3.tgz",
             "integrity": "sha512-lBN9zLN/oAf68o3zNXYrdCt1kP8WsiGW8Oo2ka41b2IM5JL/S1CTyX1rW0mb/zSuJun0ZUrDxx4sqvYS2FWzPA=="
         },
+        "node_modules/tmp": {
+            "version": "0.0.33",
+            "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.0.33.tgz",
+            "integrity": "sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==",
+            "dev": true,
+            "dependencies": {
+                "os-tmpdir": "~1.0.2"
+            },
+            "engines": {
+                "node": ">=0.6.0"
+            }
+        },
         "node_modules/to-fast-properties": {
             "version": "2.0.0",
             "resolved": "https://registry.npmjs.org/to-fast-properties/-/to-fast-properties-2.0.0.tgz",
diff --git a/package.json b/package.json
index d53fd3930..05995a07f 100644
--- a/package.json
+++ b/package.json
@@ -16,8 +16,8 @@
     },
     "homepage": "https://github.com/apify/apify-docs#readme",
     "scripts": {
-        "start": "rimraf .docusaurus && LOCALHOST=1 docusaurus start",
-        "start:dev": "rimraf .docusaurus && DEV=1 docusaurus start",
+        "start": "rimraf .docusaurus && cross-env LOCALHOST=1 CRAWLEE_DOCS_FAST=1 docusaurus start",
+        "start:dev": "rimraf .docusaurus && cross-env DEV=1 CRAWLEE_DOCS_FAST=1 docusaurus start",
         "build": "rimraf .docusaurus && docusaurus build",
         "publish-gh-pages": "docusaurus-publish",
         "write-translations": "docusaurus write-translations",
@@ -26,7 +26,7 @@
         "swizzle": "docusaurus swizzle",
         "deploy": "rimraf .docusaurus && docusaurus deploy",
         "docusaurus": "docusaurus",
-        "postinstall": "npx patch-package",
+        "postinstall": "patch-package",
         "lint": "npm run lint:md && npm run lint:code",
         "lint:fix": "npm run lint:md:fix && npm run lint:code:fix",
         "lint:md": "markdownlint '**/*.md'",
@@ -40,6 +40,7 @@
         "@types/react": "^18.2.8",
         "@typescript-eslint/eslint-plugin": "^6.2.0",
         "@typescript-eslint/parser": "^6.2.0",
+        "cross-env": "^7.0.3",
         "eslint": "^8.46.0",
         "eslint-plugin-json": "^3.1.0",
         "eslint-plugin-markdown": "^3.0.1",
@@ -49,6 +50,7 @@
         "globby": "^14.0.0",
         "markdownlint": "^0.32.0",
         "markdownlint-cli": "^0.38.0",
+        "patch-package": "^8.0.0",
         "path-browserify": "^1.0.1",
         "rimraf": "^5.0.1",
         "typescript": "^5.1.3"
@@ -72,7 +74,7 @@
         "react-dom": "^17.0.2",
         "react-github-btn": "^1.4.0",
         "search-insights": "2.13.0",
-        "styled-components": "6.1.6",
+        "styled-components": "6.1.8",
         "unist-util-visit": "^5.0.0"
     },
     "workspaces": [
diff --git a/sources/academy/webscraping/switching_to_typescript/installation.md b/sources/academy/webscraping/switching_to_typescript/installation.md
index c4212398e..ecbd5b620 100644
--- a/sources/academy/webscraping/switching_to_typescript/installation.md
+++ b/sources/academy/webscraping/switching_to_typescript/installation.md
@@ -156,4 +156,4 @@ Outputted is `2099`, exactly what we expected. Awesome!
 
 ## Next up {#next}
 
-In the [next lesson], we'll be discussing how to use some of the core types that TypeScript offers.
+In the [next lesson](./using_types.md)!, we'll be discussing how to use some of the core types that TypeScript offers.
diff --git a/sources/platform/api_v2/api_v2_reference.apib b/sources/platform/api_v2/api_v2_reference.apib
index a337256e1..a7165eddb 100644
--- a/sources/platform/api_v2/api_v2_reference.apib
+++ b/sources/platform/api_v2/api_v2_reference.apib
@@ -5124,6 +5124,7 @@ a summary of your limits, and your current usage.
 - description:      `My public actor!`         (string, nullable)
 - pictureUrl:       `https://...`              (string, nullable)
 - userPictureUrl:   `https://...`              (string, nullable)
+- url:              `https://...`              (string, nullable)
 - stats                                        (object, required)
     - totalBuilds:      9                      (number, required)
     - totalRuns:        16                     (number, required)
diff --git a/tools/utils/collectSlugs.js b/tools/utils/collectSlugs.js
index 272fe0d3c..e1d7eff0a 100644
--- a/tools/utils/collectSlugs.js
+++ b/tools/utils/collectSlugs.js
@@ -1,8 +1,33 @@
-const { execSync } = require('child_process');
+const { opendirSync, readFileSync } = require('fs');
+const { join } = require('path');
 
 function collectSlugs(pathname) {
-    const a = execSync(`find ${pathname} -type f -name "*.md" -exec grep slug: {} \\;`, { encoding: 'utf-8' });
-    return a.split('\n').filter((x) => x.startsWith('slug: ')).map((x) => x.replace('slug: ', ''));
+    const dir = opendirSync(pathname);
+    const res = [];
+
+    let direntry;
+
+    // eslint-disable-next-line no-cond-assign
+    while ((direntry = dir.readSync()) !== null) {
+        if (direntry.isFile() && direntry.name.endsWith('.md')) {
+            const mdContent = readFileSync(join(pathname, direntry.name), { encoding: 'utf-8' });
+
+            const slugMatch = mdContent.match(/^slug: (.*)$/m);
+            if (slugMatch) {
+                res.push(slugMatch[1]);
+            }
+        }
+
+        if (direntry.isDirectory()) {
+            const dirPath = join(pathname, direntry.name);
+            const dirRes = collectSlugs(dirPath);
+            res.push(...dirRes);
+        }
+    }
+
+    dir.closeSync();
+
+    return res;
 }
 
 module.exports = {