diff --git a/bin/validate.js b/bin/validate.js
index cc203640cd..5a22c93f11 100644
--- a/bin/validate.js
+++ b/bin/validate.js
@@ -1,6 +1,8 @@
 #!/usr/bin/env node
 
-const Ajv = require('ajv');
+const Ajv = require('ajv/dist/2020');
+const addFormats = require('ajv-formats');
+
 const yargs = require('yargs');
 const fs = require('fs');
 const yaml = require('js-yaml');
@@ -11,6 +13,7 @@ const readChunk = require('read-chunk');
 const imageType = require('image-type');
 
 const ajv = new Ajv({ schemas: [require('../lib/payload.json'), require('../schema.json')] });
+addFormats(ajv);
 
 const options = yargs
   .usage('Usage: --vendor <file> [--vendor-id <id>]')
@@ -26,21 +29,12 @@ const options = yargs
     type: 'string',
   }).argv;
 
-let validateVendorsIndex = ajv.compile({
-  $ref: 'https://schema.thethings.network/devicerepository/1/schema#/definitions/vendorsIndex',
-});
-let validateVendorIndex = ajv.compile({
-  $ref: 'https://schema.thethings.network/devicerepository/1/schema#/definitions/vendorIndex',
-});
-let validateEndDevice = ajv.compile({
-  $ref: 'https://schema.thethings.network/devicerepository/1/schema#/definitions/endDevice',
-});
-let validateEndDeviceProfile = ajv.compile({
-  $ref: 'https://schema.thethings.network/devicerepository/1/schema#/definitions/endDeviceProfile',
-});
-let validateEndDevicePayloadCodec = ajv.compile({
-  $ref: 'https://schema.thethings.network/devicerepository/1/schema#/definitions/endDevicePayloadCodec',
-});
+const schemaId = 'https://schema.thethings.network/devicerepository/1/schema';
+const validateVendorsIndex = ajv.getSchema(`${schemaId}#/$defs/vendorsIndex`);
+const validateVendorIndex = ajv.getSchema(`${schemaId}#/$defs/vendorIndex`);
+const validateEndDevice = ajv.getSchema(`${schemaId}#/$defs/endDevice`);
+const validateEndDeviceProfile = ajv.getSchema(`${schemaId}#/$defs/endDeviceProfile`);
+const validateEndDevicePayloadCodec = ajv.getSchema(`${schemaId}#/$defs/endDevicePayloadCodec`);
 
 function requireFile(path) {
   if (path.toLowerCase() !== path) {
@@ -206,7 +200,7 @@ function requireImageDecode(fileName) {
 }
 
 function formatValidationErrors(errors) {
-  return errors.map((e) => `${e.dataPath} ${e.message}`);
+  return errors.map((e) => `${e.instancePath} ${e.message}`);
 }
 
 const vendors = yaml.load(fs.readFileSync(options.vendor));
@@ -283,17 +277,18 @@ vendors.vendors.forEach((v) => {
     console.log(`${v.id}: valid index`);
 
     const codecs = {};
-
     const deviceNames = {};
 
     vendor.endDevices.forEach(async (d) => {
       const key = `${v.id}: ${d}`;
       const endDevicePath = `${folder}/${d}.yaml`;
       const endDevice = yaml.load(fs.readFileSync(endDevicePath));
+
       if (!validateEndDevice(endDevice)) {
         console.error(`${key}: invalid: ${formatValidationErrors(validateEndDevice.errors)}`);
         process.exit(1);
       }
+
       console.log(`${key}: valid`);
 
       // Create a regex to check if the vendor's name is a standalone word in the device name
diff --git a/lib/payload.json b/lib/payload.json
index 1428bb863c..03e5a9f225 100644
--- a/lib/payload.json
+++ b/lib/payload.json
@@ -1,9 +1,9 @@
 {
-  "$schema": "http://json-schema.org/draft-07/schema#",
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
   "$id": "https://schema.thethings.network/devicerepository/1/payload/schema",
   "title": "LoRaWAN Device Repository Payload",
   "description": "Payload definitions for the LoRaWAN Device Repository",
-  "definitions": {
+  "$defs": {
     "temperature": {
       "type": "number",
       "description": "Temperature (°C)",
@@ -66,15 +66,15 @@
           "properties": {
             "depth": {
               "description": "Depth of the soil measurement (cm)",
-              "$ref": "#/definitions/depth"
+              "$ref": "#/$defs/depth"
             },
             "moisture": {
               "description": "Soil moisture (%)",
-              "$ref": "#/definitions/percentage"
+              "$ref": "#/$defs/percentage"
             },
             "temperature": {
               "description": "Soil temperature (°C)",
-              "$ref": "#/definitions/temperature"
+              "$ref": "#/$defs/temperature"
             },
             "ec": {
               "description": "Soil electrical conductivity (dS/m)",
@@ -84,19 +84,19 @@
             },
             "pH": {
               "description": "Soil pH level",
-              "$ref": "#/definitions/pH"
+              "$ref": "#/$defs/pH"
             },
             "n": {
               "description": "Concentration of Nitrogen in the soil (ppm)",
-              "$ref": "#/definitions/concentration"
+              "$ref": "#/$defs/concentration"
             },
             "p": {
               "description": "Concentration of Phosphorus in the soil (ppm)",
-              "$ref": "#/definitions/concentration"
+              "$ref": "#/$defs/concentration"
             },
             "k": {
               "description": "Concentration of Potassium in the soil (ppm)",
-              "$ref": "#/definitions/concentration"
+              "$ref": "#/$defs/concentration"
             }
           },
           "additionalProperties": false
@@ -111,11 +111,11 @@
             },
             "temperature": {
               "description": "Air temperature (°C)",
-              "$ref": "#/definitions/temperature"
+              "$ref": "#/$defs/temperature"
             },
             "relativeHumidity": {
               "description": "Relative humidity (%)",
-              "$ref": "#/definitions/percentage"
+              "$ref": "#/$defs/percentage"
             },
             "pressure": {
               "type": "number",
@@ -125,11 +125,11 @@
             },
             "co2": {
               "description": "Concentration of CO2 in the air (ppm)",
-              "$ref": "#/definitions/concentration"
+              "$ref": "#/$defs/concentration"
             },
             "lightIntensity": {
               "description": "Light intensity (lux)",
-              "$ref": "#/definitions/illuminance"
+              "$ref": "#/$defs/illuminance"
             }
           },
           "additionalProperties": false
@@ -139,11 +139,11 @@
           "properties": {
             "speed": {
               "description": "Wind speed (m/s)",
-              "$ref": "#/definitions/speed"
+              "$ref": "#/$defs/speed"
             },
             "direction": {
               "description": "Wind direction (°)",
-              "$ref": "#/definitions/direction"
+              "$ref": "#/$defs/direction"
             }
           },
           "additionalProperties": false
@@ -160,19 +160,19 @@
               "properties": {
                 "min": {
                   "description": "Minimum temperature (°C)",
-                  "$ref": "#/definitions/temperature"
+                  "$ref": "#/$defs/temperature"
                 },
                 "max": {
                   "description": "Maximum temperature (°C)",
-                  "$ref": "#/definitions/temperature"
+                  "$ref": "#/$defs/temperature"
                 },
                 "avg": {
                   "description": "Average temperature (°C)",
-                  "$ref": "#/definitions/temperature"
+                  "$ref": "#/$defs/temperature"
                 },
                 "current": {
                   "description": "Current temperature (°C)",
-                  "$ref": "#/definitions/temperature"
+                  "$ref": "#/$defs/temperature"
                 }
               }
             }
@@ -238,13 +238,13 @@
     "uplinkPayload": {
       "type": "array",
       "items": {
-        "$ref": "#/definitions/measurement"
+        "$ref": "#/$defs/measurement"
       }
     }
   },
   "oneOf": [
     {
-      "$ref": "#/definitions/uplinkPayload"
+      "$ref": "#/$defs/uplinkPayload"
     }
   ]
 }
diff --git a/package-lock.json b/package-lock.json
index 051ff8907b..eb92fe0f2b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,7 +1,7 @@
 {
   "name": "lorawan-devices",
   "version": "1.0.0",
-  "lockfileVersion": 3,
+  "lockfileVersion": 2,
   "requires": true,
   "packages": {
     "": {
@@ -22,21 +22,22 @@
         "validate": "bin/validate.js"
       },
       "devDependencies": {
-        "ajv": "^6.12.6",
+        "ajv": "^8.17.1",
         "ajv-cli": "^5.0.0",
-        "prettier": "^2.6.2"
+        "ajv-formats": "^3.0.1",
+        "prettier": "^2.8.8"
       }
     },
     "node_modules/ajv": {
-      "version": "6.12.6",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
-      "integrity": "sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g==",
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
+      "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
       "dev": true,
       "dependencies": {
-        "fast-deep-equal": "^3.1.1",
-        "fast-json-stable-stringify": "^2.0.0",
-        "json-schema-traverse": "^0.4.1",
-        "uri-js": "^4.2.2"
+        "fast-deep-equal": "^3.1.3",
+        "fast-uri": "^3.0.1",
+        "json-schema-traverse": "^1.0.0",
+        "require-from-string": "^2.0.2"
       },
       "funding": {
         "type": "github",
@@ -69,22 +70,6 @@
         }
       }
     },
-    "node_modules/ajv-cli/node_modules/ajv": {
-      "version": "8.12.0",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.12.0.tgz",
-      "integrity": "sha512-sRu1kpcO9yLtYxBKvqfTeh9KzZEwO3STyX1HT+4CaDzC6HpTGYhIhPIzj9XuKU7KYDwnaeh5hcOwjy1QuJzBPA==",
-      "dev": true,
-      "dependencies": {
-        "fast-deep-equal": "^3.1.1",
-        "json-schema-traverse": "^1.0.0",
-        "require-from-string": "^2.0.2",
-        "uri-js": "^4.2.2"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/epoberezkin"
-      }
-    },
     "node_modules/ajv-cli/node_modules/argparse": {
       "version": "1.0.10",
       "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz",
@@ -107,11 +92,22 @@
         "js-yaml": "bin/js-yaml.js"
       }
     },
-    "node_modules/ajv-cli/node_modules/json-schema-traverse": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
-      "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
-      "dev": true
+    "node_modules/ajv-formats": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
+      "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
+      "dev": true,
+      "dependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "ajv": {
+          "optional": true
+        }
+      }
     },
     "node_modules/ansi-regex": {
       "version": "5.0.1",
@@ -252,27 +248,15 @@
       "dev": true
     },
     "node_modules/fast-json-patch": {
-      "version": "2.2.1",
-      "resolved": "https://registry.npmjs.org/fast-json-patch/-/fast-json-patch-2.2.1.tgz",
-      "integrity": "sha512-4j5uBaTnsYAV5ebkidvxiLUYOwjQ+JSFljeqfTxCrH9bDmlCQaOJFS84oDJ2rAXZq2yskmk3ORfoP9DCwqFNig==",
-      "dev": true,
-      "dependencies": {
-        "fast-deep-equal": "^2.0.1"
-      },
-      "engines": {
-        "node": ">= 0.4.0"
-      }
-    },
-    "node_modules/fast-json-patch/node_modules/fast-deep-equal": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-2.0.1.tgz",
-      "integrity": "sha512-bCK/2Z4zLidyB4ReuIsvALH6w31YfAQDmXMqMx6FyfHqvBxtjC0eRumeSu4Bs3XtXwpyIywtSTrVT99BxY1f9w==",
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/fast-json-patch/-/fast-json-patch-3.1.1.tgz",
+      "integrity": "sha512-vf6IHUX2SBcA+5/+4883dsIjpBTqmfBjmYiWK1savxQmFk4JfBMLa7ynTYOs1Rolp/T1betJxHiGD3g1Mn8lUQ==",
       "dev": true
     },
-    "node_modules/fast-json-stable-stringify": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz",
-      "integrity": "sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw==",
+    "node_modules/fast-uri": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/fast-uri/-/fast-uri-3.0.2.tgz",
+      "integrity": "sha512-GR6f0hD7XXyNJa25Tb9BuIdN0tdr+0BMi6/CJPH3wJO1JjNG3n/VsSw38AwRdKZABm8lGbPfakLRkYzx2V9row==",
       "dev": true
     },
     "node_modules/file-type": {
@@ -403,34 +387,12 @@
         "ajv": "^8.0.0"
       }
     },
-    "node_modules/json-schema-migrate/node_modules/ajv": {
-      "version": "8.12.0",
-      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.12.0.tgz",
-      "integrity": "sha512-sRu1kpcO9yLtYxBKvqfTeh9KzZEwO3STyX1HT+4CaDzC6HpTGYhIhPIzj9XuKU7KYDwnaeh5hcOwjy1QuJzBPA==",
-      "dev": true,
-      "dependencies": {
-        "fast-deep-equal": "^3.1.1",
-        "json-schema-traverse": "^1.0.0",
-        "require-from-string": "^2.0.2",
-        "uri-js": "^4.2.2"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/epoberezkin"
-      }
-    },
-    "node_modules/json-schema-migrate/node_modules/json-schema-traverse": {
+    "node_modules/json-schema-traverse": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
       "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
       "dev": true
     },
-    "node_modules/json-schema-traverse": {
-      "version": "0.4.1",
-      "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-0.4.1.tgz",
-      "integrity": "sha512-xbbCH5dCYU5T8LcEhhuh7HJ88HXuW3qsI3Y0zOZFKfZEHcpWiHU/Jxzk629Brsab/mMiHQti9wMP+845RPe3Vg==",
-      "dev": true
-    },
     "node_modules/json-stringify-safe": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/json-stringify-safe/-/json-stringify-safe-5.0.1.tgz",
@@ -549,15 +511,6 @@
       "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz",
       "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="
     },
-    "node_modules/punycode": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.3.0.tgz",
-      "integrity": "sha512-rRV+zQD8tVFys26lAGR9WUuS4iUAngJScM+ZRSKtvl5tKeZ2t5bvdNFdNHBW9FWR4guGHlgmsZ1G7BSm2wTbuA==",
-      "dev": true,
-      "engines": {
-        "node": ">=6"
-      }
-    },
     "node_modules/queue": {
       "version": "6.0.2",
       "resolved": "https://registry.npmjs.org/queue/-/queue-6.0.2.tgz",
@@ -668,15 +621,6 @@
         "xtend": "~4.0.1"
       }
     },
-    "node_modules/uri-js": {
-      "version": "4.4.1",
-      "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz",
-      "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
-      "dev": true,
-      "dependencies": {
-        "punycode": "^2.1.0"
-      }
-    },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
@@ -758,5 +702,535 @@
         "node": ">=10"
       }
     }
+  },
+  "dependencies": {
+    "ajv": {
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
+      "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
+      "dev": true,
+      "requires": {
+        "fast-deep-equal": "^3.1.3",
+        "fast-uri": "^3.0.1",
+        "json-schema-traverse": "^1.0.0",
+        "require-from-string": "^2.0.2"
+      }
+    },
+    "ajv-cli": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/ajv-cli/-/ajv-cli-5.0.0.tgz",
+      "integrity": "sha512-LY4m6dUv44HTyhV+u2z5uX4EhPYTM38Iv1jdgDJJJCyOOuqB8KtZEGjPZ2T+sh5ZIJrXUfgErYx/j3gLd3+PlQ==",
+      "dev": true,
+      "requires": {
+        "ajv": "^8.0.0",
+        "fast-json-patch": "3.1.1",
+        "glob": "^7.1.0",
+        "js-yaml": "^3.14.0",
+        "json-schema-migrate": "^2.0.0",
+        "json5": "^2.1.3",
+        "minimist": "^1.2.0"
+      },
+      "dependencies": {
+        "argparse": {
+          "version": "1.0.10",
+          "resolved": "https://registry.npmjs.org/argparse/-/argparse-1.0.10.tgz",
+          "integrity": "sha512-o5Roy6tNG4SL/FOkCAN6RzjiakZS25RLYFrcMttJqbdd8BWrnA+fGz57iN5Pb06pvBGvl5gQ0B48dJlslXvoTg==",
+          "dev": true,
+          "requires": {
+            "sprintf-js": "~1.0.2"
+          }
+        },
+        "js-yaml": {
+          "version": "3.14.1",
+          "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-3.14.1.tgz",
+          "integrity": "sha512-okMH7OXXJ7YrN9Ok3/SXrnu4iX9yOk+25nqX4imS2npuvTYDmo/QEZoqwZkYaIDk3jVvBOTOIEgEhaLOynBS9g==",
+          "dev": true,
+          "requires": {
+            "argparse": "^1.0.7",
+            "esprima": "^4.0.0"
+          }
+        }
+      }
+    },
+    "ajv-formats": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
+      "integrity": "sha512-8iUql50EUR+uUcdRQ3HDqa6EVyo3docL8g5WJ3FNcWmu62IbkGUue/pEyLBW8VGKKucTPgqeks4fIU1DA4yowQ==",
+      "dev": true,
+      "requires": {
+        "ajv": "^8.0.0"
+      }
+    },
+    "ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ=="
+    },
+    "ansi-styles": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "requires": {
+        "color-convert": "^2.0.1"
+      }
+    },
+    "argparse": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
+      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
+    },
+    "balanced-match": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
+      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
+      "dev": true
+    },
+    "brace-expansion": {
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+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
+      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
+      "requires": {
+        "safe-buffer": "~5.1.0"
+      }
+    },
+    "string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "requires": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      }
+    },
+    "strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "requires": {
+        "ansi-regex": "^5.0.1"
+      }
+    },
+    "through2": {
+      "version": "2.0.5",
+      "resolved": "https://registry.npmjs.org/through2/-/through2-2.0.5.tgz",
+      "integrity": "sha512-/mrRod8xqpA+IHSLyGCQ2s8SPHiCDEeQJSep1jqLYeEUClOFG2Qsh+4FU6G9VeqpZnGW/Su8LQGc4YKni5rYSQ==",
+      "requires": {
+        "readable-stream": "~2.3.6",
+        "xtend": "~4.0.1"
+      }
+    },
+    "util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
+    },
+    "with-open-file": {
+      "version": "0.1.7",
+      "resolved": "https://registry.npmjs.org/with-open-file/-/with-open-file-0.1.7.tgz",
+      "integrity": "sha512-ecJS2/oHtESJ1t3ZfMI3B7KIDKyfN0O16miWxdn30zdh66Yd3LsRFebXZXq6GU4xfxLf6nVxp9kIqElb5fqczA==",
+      "requires": {
+        "p-finally": "^1.0.0",
+        "p-try": "^2.1.0",
+        "pify": "^4.0.1"
+      }
+    },
+    "wrap-ansi": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "requires": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      }
+    },
+    "wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "dev": true
+    },
+    "xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
+    },
+    "y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA=="
+    },
+    "yargs": {
+      "version": "16.2.0",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-16.2.0.tgz",
+      "integrity": "sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw==",
+      "requires": {
+        "cliui": "^7.0.2",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.0",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^20.2.2"
+      }
+    },
+    "yargs-parser": {
+      "version": "20.2.9",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
+      "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w=="
+    }
   }
 }
diff --git a/package.json b/package.json
index 7cfd3e4d65..1c91ef9385 100644
--- a/package.json
+++ b/package.json
@@ -21,9 +21,10 @@
   },
   "homepage": "https://github.com/TheThingsNetwork/lorawan-devices#readme",
   "devDependencies": {
-    "ajv": "^6.12.6",
+    "ajv": "^8.17.1",
     "ajv-cli": "^5.0.0",
-    "prettier": "^2.6.2"
+    "ajv-formats": "^3.0.1",
+    "prettier": "^2.8.8"
   },
   "dependencies": {
     "csv-write-stream": "^2.0.0",
@@ -34,5 +35,8 @@
     "lodash.isequal": "^4.5.0",
     "read-chunk": "^3.2.0",
     "yargs": "^16.2.0"
+  },
+  "overrides": {
+    "fast-json-patch": "3.1.1"
   }
 }
diff --git a/schema.json b/schema.json
index 34118c6040..aea052c930 100644
--- a/schema.json
+++ b/schema.json
@@ -1,9 +1,9 @@
 {
-  "$schema": "http://json-schema.org/draft-07/schema#",
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
   "$id": "https://schema.thethings.network/devicerepository/1/schema",
   "title": "LoRaWAN Device Repository",
   "description": "Open source repository for LoRaWAN end devices and gateways",
-  "definitions": {
+  "$defs": {
     "identifier": {
       "type": "string",
       "pattern": "^[a-z0-9](?:[-]?[a-z0-9]){2,}$",
@@ -15,7 +15,7 @@
     },
     "logo": {
       "allOf": [
-        { "$ref": "#/definitions/localFile" },
+        { "$ref": "#/$defs/localFile" },
         {
           "type": "string",
           "pattern": "\\.(png|svg)$"
@@ -24,7 +24,7 @@
     },
     "photo": {
       "allOf": [
-        { "$ref": "#/definitions/localFile" },
+        { "$ref": "#/$defs/localFile" },
         {
           "type": "string",
           "pattern": "\\.(png|jpg|jpeg)$"
@@ -65,7 +65,7 @@
         "vendors": {
           "type": "array",
           "items": {
-            "$ref": "#/definitions/vendor"
+            "$ref": "#/$defs/vendor"
           }
         }
       },
@@ -77,7 +77,7 @@
         "endDevices": {
           "type": "array",
           "items": {
-            "$ref": "#/definitions/identifier"
+            "$ref": "#/$defs/identifier"
           }
         },
         "profileIDs": {
@@ -89,7 +89,7 @@
                   "type": "object",
                   "properties": {
                     "endDeviceID": {
-                      "$ref": "#/definitions/identifier"
+                      "$ref": "#/$defs/identifier"
                     },
                     "hardwareVersion": {
                       "type": "string"
@@ -99,7 +99,7 @@
                       "minLength": 1
                     },
                     "region": {
-                      "$ref": "#/definitions/region"
+                      "$ref": "#/$defs/region"
                     }
                   },
                   "required": ["endDeviceID", "hardwareVersion", "firmwareVersion", "region"]
@@ -108,10 +108,10 @@
                   "type": "object",
                   "properties": {
                     "id": {
-                      "$ref": "#/definitions/identifier"
+                      "$ref": "#/$defs/identifier"
                     },
                     "codec": {
-                      "$ref": "#/definitions/identifier"
+                      "$ref": "#/$defs/identifier"
                     }
                   },
                   "required": ["id", "codec"]
@@ -129,7 +129,7 @@
       "description": "Vendor of a device",
       "type": "object",
       "properties": {
-        "id": { "$ref": "#/definitions/identifier" },
+        "id": { "$ref": "#/$defs/identifier" },
         "name": {
           "type": "string",
           "minLength": 1
@@ -194,7 +194,7 @@
           "type": "string",
           "format": "email"
         },
-        "logo": { "$ref": "#/definitions/logo" }
+        "logo": { "$ref": "#/$defs/logo" }
       },
       "required": ["id", "name"]
     },
@@ -247,7 +247,7 @@
       "properties": {
         "fileName": {
           "allOf": [
-            { "$ref": "#/definitions/localFile" },
+            { "$ref": "#/$defs/localFile" },
             {
               "type": "string",
               "pattern": "\\.js$"
@@ -362,15 +362,15 @@
         "decodeInput": {
           "allOf": [
             {
-              "$ref": "#/definitions/endDevicePayloadCodec/definitions/scriptInput"
+              "$ref": "#/$defs/endDevicePayloadCodec/definitions/scriptInput"
             },
             {
               "type": "object",
               "properties": {
-                "bytes": { "$ref": "#/definitions/frmPayload" },
+                "bytes": { "$ref": "#/$defs/frmPayload" },
                 "fPort": {
                   "allOf": [
-                    { "$ref": "#/definitions/fPort" },
+                    { "$ref": "#/$defs/fPort" },
                     {
                       "type": "integer",
                       "minimum": 1
@@ -385,7 +385,7 @@
         "decodeOutput": {
           "allOf": [
             {
-              "$ref": "#/definitions/endDevicePayloadCodec/definitions/scriptOutput"
+              "$ref": "#/$defs/endDevicePayloadCodec/definitions/scriptOutput"
             },
             {
               "type": "object",
@@ -415,7 +415,7 @@
         "encodeInput": {
           "allOf": [
             {
-              "$ref": "#/definitions/endDevicePayloadCodec/definitions/scriptInput"
+              "$ref": "#/$defs/endDevicePayloadCodec/definitions/scriptInput"
             },
             {
               "type": "object",
@@ -431,15 +431,15 @@
         "encodeOutput": {
           "allOf": [
             {
-              "$ref": "#/definitions/endDevicePayloadCodec/definitions/scriptOutput"
+              "$ref": "#/$defs/endDevicePayloadCodec/definitions/scriptOutput"
             },
             {
               "type": "object",
               "properties": {
-                "bytes": { "$ref": "#/definitions/frmPayload" },
+                "bytes": { "$ref": "#/$defs/frmPayload" },
                 "fPort": {
                   "allOf": [
-                    { "$ref": "#/definitions/fPort" },
+                    { "$ref": "#/$defs/fPort" },
                     {
                       "type": "integer",
                       "minimum": 1
@@ -477,12 +477,12 @@
         "normalizeUplinkOutput": {
           "allOf": [
             {
-              "$ref": "#/definitions/endDevicePayloadCodec/definitions/scriptOutput"
+              "$ref": "#/$defs/endDevicePayloadCodec/definitions/scriptOutput"
             },
             {
               "type": "object",
               "properties": {
-                "data": { "$ref": "https://schema.thethings.network/devicerepository/1/payload/schema#/definitions/uplinkPayload" }
+                "data": { "$ref": "https://schema.thethings.network/devicerepository/1/payload/schema#/$defs/uplinkPayload" }
               }
             },
             {
@@ -506,7 +506,7 @@
       "properties": {
         "uplinkDecoder": {
           "allOf": [
-            { "$ref": "#/definitions/script" },
+            { "$ref": "#/$defs/script" },
             {
               "type": "object",
               "properties": {
@@ -516,13 +516,13 @@
                     "type": "object",
                     "properties": {
                       "input": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/decodeInput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/decodeInput"
                       },
                       "output": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/decodeOutput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/decodeOutput"
                       },
                       "normalizedOutput": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/normalizeUplinkOutput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/normalizeUplinkOutput"
                       }
                     }
                   }
@@ -533,7 +533,7 @@
         },
         "downlinkEncoder": {
           "allOf": [
-            { "$ref": "#/definitions/script" },
+            { "$ref": "#/$defs/script" },
             {
               "type": "object",
               "properties": {
@@ -543,10 +543,10 @@
                     "type": "object",
                     "properties": {
                       "input": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/encodeInput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/encodeInput"
                       },
                       "output": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/encodeOutput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/encodeOutput"
                       }
                     }
                   }
@@ -557,7 +557,7 @@
         },
         "downlinkDecoder": {
           "allOf": [
-            { "$ref": "#/definitions/script" },
+            { "$ref": "#/$defs/script" },
             {
               "type": "object",
               "properties": {
@@ -567,10 +567,10 @@
                     "type": "object",
                     "properties": {
                       "input": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/decodeInput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/decodeInput"
                       },
                       "output": {
-                        "$ref": "#/definitions/endDevicePayloadCodec/definitions/decodeOutput"
+                        "$ref": "#/$defs/endDevicePayloadCodec/definitions/decodeOutput"
                       }
                     }
                   }
@@ -622,13 +622,13 @@
           "description": "Maximum delay for the end device to answer a MAC request or confirmed downlink frame (seconds)"
         },
         "pingSlotPeriod": {
-          "$ref": "#/definitions/pingSlotPeriod"
+          "$ref": "#/$defs/pingSlotPeriod"
         },
         "pingSlotDataRateIndex": {
-          "$ref": "#/definitions/dataRateIndex"
+          "$ref": "#/$defs/dataRateIndex"
         },
         "pingSlotFrequency": {
-          "$ref": "#/definitions/frequency"
+          "$ref": "#/$defs/frequency"
         },
         "supportsClassC": {
           "type": "boolean",
@@ -644,32 +644,32 @@
           "description": "LoRaWAN version"
         },
         "regionalParametersVersion": {
-          "$ref": "#/definitions/regionalParametersVersion"
+          "$ref": "#/$defs/regionalParametersVersion"
         },
         "supportsJoin": {
           "type": "boolean",
           "description": "End device supports join (OTAA) or not (ABP)"
         },
         "rx1Delay": {
-          "$ref": "#/definitions/rxDelay",
+          "$ref": "#/$defs/rxDelay",
           "description": "RX1 delay"
         },
         "rx1DataRateOffset": {
-          "$ref": "#/definitions/rxDataRateOffset",
+          "$ref": "#/$defs/rxDataRateOffset",
           "description": "RX1 data rate offset"
         },
         "rx2DataRateIndex": {
-          "$ref": "#/definitions/dataRateIndex",
+          "$ref": "#/$defs/dataRateIndex",
           "description": "RX2 data rate index"
         },
         "rx2Frequency": {
-          "$ref": "#/definitions/frequency",
+          "$ref": "#/$defs/frequency",
           "description": "RX2 channel frequency"
         },
         "factoryPresetFrequencies": {
           "type": "array",
           "items": {
-            "$ref": "#/definitions/frequency"
+            "$ref": "#/$defs/frequency"
           },
           "uniqueItems": true,
           "description": "List of factory preset frequencies"
@@ -912,16 +912,16 @@
               },
               "profiles": {
                 "type": "object",
-                "propertyNames": { "$ref": "#/definitions/region" },
+                "propertyNames": { "$ref": "#/$defs/region" },
                 "patternProperties": {
                   "": {
                     "type": "object",
                     "properties": {
-                      "id": { "$ref": "#/definitions/identifier" },
+                      "id": { "$ref": "#/$defs/identifier" },
                       "lorawanCertified": {
                         "type": "boolean"
                       },
-                      "codec": { "$ref": "#/definitions/identifier" }
+                      "codec": { "$ref": "#/$defs/identifier" }
                     },
                     "required": ["id"]
                   }
@@ -1241,10 +1241,10 @@
         "photos": {
           "type": "object",
           "properties": {
-            "main": { "$ref": "#/definitions/photo" },
+            "main": { "$ref": "#/$defs/photo" },
             "other": {
               "type": "array",
-              "items": { "$ref": "#/definitions/photo" }
+              "items": { "$ref": "#/$defs/photo" }
             }
           },
           "required": ["main"]
@@ -1252,23 +1252,23 @@
         "videos": {
           "type": "object",
           "properties": {
-            "main": { "$ref": "#/definitions/video" },
+            "main": { "$ref": "#/$defs/video" },
             "other": {
               "type": "array",
-              "items": { "$ref": "#/definitions/video" }
+              "items": { "$ref": "#/$defs/video" }
             }
           }
         },
         "compliances": {
           "type": "object",
           "properties": {
-            "safety": { "$ref": "#/definitions/compliances" },
-            "radioEquipment": { "$ref": "#/definitions/compliances" }
+            "safety": { "$ref": "#/$defs/compliances" },
+            "radioEquipment": { "$ref": "#/$defs/compliances" }
           }
         }
       },
       "required": ["name", "firmwareVersions"]
     }
   },
-  "oneOf": [{ "$ref": "#/definitions/endDevice" }, { "$ref": "#/definitions/endDeviceProfile" }, { "$ref": "#/definitions/vendorsIndex" }, { "$ref": "#/definitions/vendorIndex" }]
+  "oneOf": [{ "$ref": "#/$defs/endDevice" }, { "$ref": "#/$defs/endDeviceProfile" }, { "$ref": "#/$defs/vendorsIndex" }, { "$ref": "#/$defs/vendorIndex" }]
 }
diff --git a/vendor/thermokon/dpa-lrw.yaml b/vendor/thermokon/dpa-lrw.yaml
index 5daa0c3589..ec876478c9 100644
--- a/vendor/thermokon/dpa-lrw.yaml
+++ b/vendor/thermokon/dpa-lrw.yaml
@@ -41,7 +41,7 @@ sensors:
   - pressure
 
 # Product and data sheet URLs (optional)
-productURL: https://www.thermokon.de/direct/en-gb?path=%2F1%2F2%2F20&filter_show=1&q=&limit=18&filter_articles=&sbscf%3Asbscf1%2Fattr%2F8470[]=thermokon%3A%2F%2F{r%3D0%2Cb%3D0%2Cl%3Den_UK}%2F1%2F7%2F8%2F338%2F339%2F8470%2F10570
+productURL: https://www.thermokon.de/direct/en-gb/categories/g-dpaplus-lorawan
 
 # Photos
 photos:
diff --git a/vendor/thermokon/ls02-lrw.yaml b/vendor/thermokon/ls02-lrw.yaml
index 764e381d31..de4b8d0a01 100644
--- a/vendor/thermokon/ls02-lrw.yaml
+++ b/vendor/thermokon/ls02-lrw.yaml
@@ -33,7 +33,7 @@ sensors:
   # - lekage
   - humidity
 # Product and data sheet URLs (optional)
-productURL: https://www.thermokon.de/direct/en-gb?path=%2F1%2F2%2F20&filter_show=1&q=&limit=18&filter_articles=&sbscf%3Asbscf1%2Fattr%2F8470[]=thermokon%3A%2F%2F{r%3D0%2Cb%3D0%2Cl%3Den_UK}%2F1%2F7%2F8%2F338%2F339%2F8470%2F10570
+productURL: https://www.thermokon.de/direct/en-gb/categories/g-ls02plus-flex-lorawan
 
 # Photos
 photos:
diff --git a/vendor/thermokon/mcs-lrw.yaml b/vendor/thermokon/mcs-lrw.yaml
index 75d07dfef1..16820b5eaf 100644
--- a/vendor/thermokon/mcs-lrw.yaml
+++ b/vendor/thermokon/mcs-lrw.yaml
@@ -47,7 +47,7 @@ sensors:
   - light
 
 # Product and data sheet URLs (optional)
-productURL: https://www.thermokon.de/direct/en-gb?path=%2F1%2F2%2F20&filter_show=1&q=&limit=18&filter_articles=&sbscf%3Asbscf1%2Fattr%2F8470[]=thermokon%3A%2F%2F{r%3D0%2Cb%3D0%2Cl%3Den_UK}%2F1%2F7%2F8%2F338%2F339%2F8470%2F10570
+productURL: https://www.thermokon.de/direct/en-gb/categories/g-mcs-lorawan
 
 # Photos
 photos:
diff --git a/vendor/thermokon/novos-3-lrw.yaml b/vendor/thermokon/novos-3-lrw.yaml
index 7dc9306f7a..6d89711ce0 100644
--- a/vendor/thermokon/novos-3-lrw.yaml
+++ b/vendor/thermokon/novos-3-lrw.yaml
@@ -45,7 +45,7 @@ sensors:
   - potentiometer
 
 # Product and data sheet URLs (optional)
-productURL: https://www.thermokon.de/direct/en-gb?path=%2F1%2F2%2F20&filter_show=1&q=&limit=18&filter_articles=&sbscf%3Asbscf1%2Fattr%2F8470[]=thermokon%3A%2F%2F{r%3D0%2Cb%3D0%2Cl%3Den_UK}%2F1%2F7%2F8%2F338%2F339%2F8470%2F10570
+productURL: https://www.thermokon.de/direct/en-gb/categories/g-novos-3-x-lorawan
 
 # Photos
 photos:
diff --git a/vendor/thermokon/thanos-evo-lrw.yaml b/vendor/thermokon/thanos-evo-lrw.yaml
index 03184f0fcc..2d207142b9 100644
--- a/vendor/thermokon/thanos-evo-lrw.yaml
+++ b/vendor/thermokon/thanos-evo-lrw.yaml
@@ -43,7 +43,7 @@ sensors:
   - co2
   - tvoc
 # Product and data sheet URLs (optional)
-productURL: https://www.thermokon.de/direct/en-gb?path=%2F1%2F2%2F20&filter_show=1&q=&limit=18&filter_articles=&sbscf%3Asbscf1%2Fattr%2F8470[]=thermokon%3A%2F%2F{r%3D0%2Cb%3D0%2Cl%3Den_UK}%2F1%2F7%2F8%2F338%2F339%2F8470%2F10570
+productURL: https://www.thermokon.de/en-gb/highlights/products/thanos-evo
 
 # Photos
 photos: