diff --git a/package.json b/package.json
index e34361a..1ab22a3 100644
--- a/package.json
+++ b/package.json
@@ -80,6 +80,11 @@
 		"extensions": [
 			"ts"
 		],
+		"globals": [
+			"BigInt",
+			"BigInt64Array",
+			"BigUint64Array"
+		],
 		"rules": {
 			"@typescript-eslint/explicit-function-return-type": "off"
 		}
diff --git a/source/index.ts b/source/index.ts
index a819a5d..945b2e4 100644
--- a/source/index.ts
+++ b/source/index.ts
@@ -1,5 +1,4 @@
-/// <reference lib="es2017"/>
-/// <reference lib="esnext.asynciterable"/>
+/// <reference lib="esnext"/>
 /// <reference lib="dom"/>
 
 // TODO: Use the `URL` global when targeting Node.js 10
@@ -14,6 +13,7 @@ export const enum TypeName {
 	undefined = 'undefined',
 	string = 'string',
 	number = 'number',
+	bigint = 'bigint',
 	symbol = 'symbol',
 	Function = 'Function',
 	Generator = 'Generator',
@@ -39,6 +39,8 @@ export const enum TypeName {
 	Uint32Array = 'Uint32Array',
 	Float32Array = 'Float32Array',
 	Float64Array = 'Float64Array',
+	BigInt64Array = 'BigInt64Array',
+	BigUint64Array = 'BigUint64Array',
 	ArrayBuffer = 'ArrayBuffer',
 	SharedArrayBuffer = 'SharedArrayBuffer',
 	DataView = 'DataView',
@@ -77,6 +79,8 @@ function is(value: unknown): TypeName {
 			return TypeName.string;
 		case 'number':
 			return TypeName.number;
+		case 'bigint':
+			return TypeName.bigint;
 		case 'symbol':
 			return TypeName.symbol;
 		default:
@@ -115,6 +119,7 @@ const isObject = (value: unknown): value is object => typeof value === 'object';
 is.undefined = isOfType<undefined>('undefined');
 is.string = isOfType<string>('string');
 is.number = isOfType<number>('number');
+is.bigint = isOfType<bigint>('bigint');
 
 // eslint-disable-next-line @typescript-eslint/ban-types
 is.function_ = isOfType<Function>('function');
@@ -175,6 +180,8 @@ is.int32Array = isObjectOfType<Int32Array>(TypeName.Int32Array);
 is.uint32Array = isObjectOfType<Uint32Array>(TypeName.Uint32Array);
 is.float32Array = isObjectOfType<Float32Array>(TypeName.Float32Array);
 is.float64Array = isObjectOfType<Float64Array>(TypeName.Float64Array);
+is.bigint64Array = isObjectOfType<BigInt64Array>(TypeName.BigInt64Array);
+is.biguint64Array = isObjectOfType<BigUint64Array>(TypeName.BigUint64Array);
 
 is.arrayBuffer = isObjectOfType<ArrayBuffer>(TypeName.ArrayBuffer);
 is.sharedArrayBuffer = isObjectOfType<SharedArrayBuffer>(TypeName.SharedArrayBuffer);
@@ -208,12 +215,13 @@ const primitiveTypeOfTypes = new Set([
 	'undefined',
 	'string',
 	'number',
+	'bigint',
 	'boolean',
 	'symbol'
 ]);
 
 // TODO: This should be able to be `not object` when the `not` operator is out
-export type Primitive = null | undefined | string | number | boolean | symbol;
+export type Primitive = null | undefined | string | number | bigint | boolean | symbol;
 
 is.primitive = (value: unknown): value is Primitive => is.null_(value) || primitiveTypeOfTypes.has(typeof value);
 
@@ -240,10 +248,12 @@ const typedArrayTypes = new Set([
 	TypeName.Int32Array,
 	TypeName.Uint32Array,
 	TypeName.Float32Array,
-	TypeName.Float64Array
+	TypeName.Float64Array,
+	TypeName.BigInt64Array,
+	TypeName.BigUint64Array
 ]);
 
-export type TypedArray = Int8Array | Uint8Array | Uint8ClampedArray | Int16Array | Uint16Array | Int32Array | Uint32Array | Float32Array | Float64Array;
+export type TypedArray = Int8Array | Uint8Array | Uint8ClampedArray | Int16Array | Uint16Array | Int32Array | Uint32Array | Float32Array | Float64Array | BigInt64Array | BigUint64Array;
 
 is.typedArray = (value: unknown): value is TypedArray => {
 	const objectType = getObjectType(value);
diff --git a/test/test.ts b/test/test.ts
index 363d647..75aac80 100644
--- a/test/test.ts
+++ b/test/test.ts
@@ -2,7 +2,6 @@ import fs from 'fs';
 import net from 'net';
 import Stream from 'stream';
 import util from 'util';
-import {URL} from 'url';
 import tempy from 'tempy';
 import test, {ExecutionContext} from 'ava';
 import {JSDOM} from 'jsdom';
@@ -10,6 +9,9 @@ import {Subject, Observable} from 'rxjs';
 import ZenObservable from 'zen-observable';
 import is, {TypeName} from '../source';
 
+// eslint-disable-next-line @typescript-eslint/no-require-imports
+const URLGlobal = typeof URL === 'undefined' ? require('url').URL : URL;
+
 const isNode10orHigher = Number(process.versions.node.split('.')[0]) >= 10;
 
 class PromiseSubclassFixture<T> extends Promise<T> {}
@@ -69,6 +71,18 @@ const types = new Map<string, Test>([
 		],
 		typename: TypeName.number
 	}],
+	// TODO: Nodejs 10 only
+	// ['bigint', {
+	// 	is: is.bigint,
+	// 	fixtures: [
+	// 		1n,
+	// 		0n,
+	// 		-0n,
+	// 		// eslint-disable-next-line new-cap
+	// 		BigInt('1234')
+	// 	],
+	// 	typename: TypeName.bigint
+	// }],
 	['boolean', {
 		is: is.boolean,
 		fixtures: [
@@ -311,6 +325,21 @@ const types = new Map<string, Test>([
 		],
 		typename: TypeName.Float64Array
 	}],
+	// TODO: Nodejs 10 only
+	// ['bigint64Array', {
+	// 	is: is.bigint64Array,
+	// 	fixtures: [
+	// 		new BigInt64Array()
+	// 	],
+	// 	typename: TypeName.BigInt64Array
+	// }],
+	// ['biguint64Array', {
+	// 	is: is.biguint64Array,
+	// 	fixtures: [
+	// 		new BigUint64Array()
+	// 	],
+	// 	typename: TypeName.BigUint64Array
+	// }],
 	['arrayBuffer', {
 		is: is.arrayBuffer,
 		fixtures: [
@@ -468,6 +497,11 @@ test('is.number', t => {
 	testType(t, 'number', ['nan', 'integer', 'safeInteger', 'infinite']);
 });
 
+// TODO: Nodejs 10 only
+// test('is.bigint', t => {
+// 	testType(t, 'bigint');
+// });
+
 test('is.boolean', t => {
 	testType(t, 'boolean');
 });
@@ -596,6 +630,15 @@ test('is.float64Array', t => {
 	testType(t, 'float64Array');
 });
 
+// TODO: Nodejs 10 only
+// test('is.bigint64Array', t => {
+// 	testType(t, 'bigint64Array');
+// });
+
+// test('is.biguint64Array', t => {
+// 	testType(t, 'biguint64Array');
+// });
+
 test('is.arrayBuffer', t => {
 	testType(t, 'arrayBuffer');
 });
@@ -616,7 +659,7 @@ test('is.directInstanceOf', t => {
 });
 
 test('is.urlInstance', t => {
-	const url = new URL('https://example.com');
+	const url = new URLGlobal('https://example.com');
 	t.true(is.urlInstance(url));
 	t.false(is.urlInstance({}));
 	t.false(is.urlInstance(undefined));
@@ -626,7 +669,7 @@ test('is.urlInstance', t => {
 test('is.urlString', t => {
 	const url = 'https://example.com';
 	t.true(is.urlString(url));
-	t.false(is.urlString(new URL(url)));
+	t.false(is.urlString(new URLGlobal(url)));
 	t.false(is.urlString({}));
 	t.false(is.urlString(undefined));
 	t.false(is.urlString(null));
@@ -638,6 +681,14 @@ test('is.truthy', t => {
 	t.true(is.truthy(new Set()));
 	t.true(is.truthy(Symbol('🦄')));
 	t.true(is.truthy(true));
+	t.true(is.truthy(1));
+
+	// TODO: Nodejs 10 only
+	// if (isNode10orHigher) {
+	// 	t.true(is.truthy(1n));
+	// 	// eslint-disable-next-line new-cap
+	// 	t.true(is.truthy(BigInt(1)));
+	// }
 });
 
 test('is.falsy', t => {
@@ -647,6 +698,13 @@ test('is.falsy', t => {
 	t.true(is.falsy(null));
 	t.true(is.falsy(undefined));
 	t.true(is.falsy(NaN));
+
+	// TODO: Nodejs 10 only
+	// if (isNode10orHigher) {
+	// 	t.true(is.falsy(0n));
+	// 	// eslint-disable-next-line new-cap
+	// 	t.true(is.falsy(BigInt(0)));
+	// }
 });
 
 test('is.nan', t => {
@@ -670,6 +728,11 @@ test('is.primitive', t => {
 		Symbol('🦄')
 	];
 
+	// TODO: Nodejs 10 only
+	// if (isNode10orHigher) {
+	// 	primitives.push(6n);
+	// }
+
 	for (const el of primitives) {
 		t.true(is.primitive(el));
 	}
@@ -742,6 +805,14 @@ test('is.typedArray', t => {
 		new Float64Array()
 	];
 
+	// TODO: Nodejs 10 only
+	// if (isNode10orHigher) {
+	// 	typedArrays.push(
+	// 		new BigInt64Array(),
+	// 		new BigUint64Array()
+	// 	);
+	// }
+
 	for (const item of typedArrays) {
 		t.true(is.typedArray(item));
 	}
diff --git a/tsconfig.json b/tsconfig.json
index c76ee17..2acbd3e 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -4,8 +4,7 @@
 		"outDir": "dist",
 		"target": "es2017",
 		"lib": [
-			"es2017",
-			"esnext.asynciterable",
+			"esnext",
 			"dom"
 		]
 	},