---
title: Dependency-Based Parallelization
impact: CRITICAL
impactDescription: 2-10× improvement
tags: async, parallelization, dependencies, better-all
---

## Dependency-Based Parallelization

For operations with partial dependencies, use `better-all` to maximize parallelism. It automatically starts each task at the earliest possible moment.

**Incorrect (profile waits for config unnecessarily):**

```typescript
const [user, config] = await Promise.all([fetchUser(), fetchConfig()]);
const profile = await fetchProfile(user.id);
```

**Correct (config and profile run in parallel):**

```typescript
import { all } from "better-all";

const { user, config, profile } = await all({
  async user() {
    return fetchUser();
  },
  async config() {
    return fetchConfig();
  },
  async profile() {
    return fetchProfile((await this.$.user).id);
  },
});
```

**Alternative without extra dependencies:**

We can also create all the promises first, and do `Promise.all()` at the end.

```typescript
const userPromise = fetchUser();
const profilePromise = userPromise.then((user) => fetchProfile(user.id));

const [user, config, profile] = await Promise.all([userPromise, fetchConfig(), profilePromise]);
```

Reference: [https://github.com/shuding/better-all](https://github.com/shuding/better-all)
