惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

爱范儿
爱范儿
WordPress大学
WordPress大学
C
Check Point Blog
GbyAI
GbyAI
U
Unit 42
Google DeepMind News
Google DeepMind News
B
Blog RSS Feed
Blog — PlanetScale
Blog — PlanetScale
J
Java Code Geeks
I
InfoQ
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Hugging Face - Blog
Hugging Face - Blog
Vercel News
Vercel News
博客园 - 【当耐特】
美团技术团队
小众软件
小众软件
S
SegmentFault 最新的问题
Jina AI
Jina AI
阮一峰的网络日志
阮一峰的网络日志
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
The Cloudflare Blog
Last Week in AI
Last Week in AI
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
V
Visual Studio Blog

Workflow SDK Documentation

Patterns for Defining Tools Human-in-the-Loop Building Durable AI Agents Queueing User Messages Resumable Streams Sleep, Suspense, and Scheduling Streaming Updates from Tools API Reference Workflow Globals Changelog Resilient run start Cookbook Building a World Deploying Astro Express Fastify Hono Getting Started NestJS Next.js Nitro Nuxt Python SvelteKit Vite corrupted-event-log fetch-in-workflow hook-conflict Errors
Publishing Libraries
2026-05-31 · via Workflow SDK Documentation

Structure and publish npm packages that export workflow functions for consumers to use with Workflow SDK.

This is an advanced guide for library authors who want to publish reusable workflow functions as npm packages. It assumes familiarity with "use workflow", "use step", and the workflow execution model.

A workflow library follows a standard TypeScript package layout with a dedicated workflows/ directory. Each workflow file exports one or more workflow functions that consumers can import and pass to start().

Key files:

  • src/index.ts — Package entry point. Exports the public API.
  • src/types.ts — Shared TypeScript types.
  • src/workflows/index.ts — Re-exports every workflow so consumers can pull them in under one specifier (see Entry Points and Exports).
  • src/workflows/*.ts — One file per workflow function (e.g. transcode.ts, generate-thumbnails.ts).
  • src/lib/ — Internal helpers. Plain async code, not marked with "use workflow" or "use step".
  • test-server/workflows.ts — Re-export file used by integration tests (see Testing Workflow Libraries).

Entry Points and Exports

Use the exports field in package.json to expose separate entry points for the main API and the raw workflow functions:

{
  "name": "@acme/media",
  "type": "module",
  "exports": {
    ".": {
      "types": { "import": "./dist/index.d.ts" },
      "import": "./dist/index.js"
    },
    "./workflows": {
      "types": { "import": "./dist/workflows/index.d.ts" },
      "import": "./dist/workflows/index.js"
    }
  },
  "files": ["dist"]
}

The main entry point (@acme/media) exports types, utilities, and convenience wrappers. The ./workflows entry point (@acme/media/workflows) exports the raw workflow functions that consumers need for the build system.

Source Files

The package entry re-exports workflows alongside any utilities:

// src/index.ts
export * from "./types";
export * as workflows from "./workflows";

The workflows barrel file re-exports each workflow:

// src/workflows/index.ts
export * from "./transcode";
export * from "./generate-thumbnails";

Build Configuration

Use a bundler like tsup with separate entry points for each export. Mark workflow as external so it's resolved from the consumer's project:

// tsup.config.ts
import { defineConfig } from "tsup";

export default defineConfig({
  entry: [
    "src/index.ts",
    "src/workflows/index.ts",
  ],
  format: ["esm"],
  dts: true,
  sourcemap: true,
  clean: true,
  external: ["workflow"], 
});

Workflow SDK's compiler assigns each workflow function a stable ID based on its position in the source file that the build system processes. When a consumer imports a pre-built workflow from an npm package, the compiler never sees the original source — it only sees the compiled output. This means workflow IDs won't match between the library's development environment and the consumer's app.

The fix is a re-export file. The consumer creates a file in their workflows/ directory that re-exports the library's workflows. The build system then processes this file and assigns stable IDs.

Consumer Setup

// workflows/media.ts (in the consumer's project)
// Re-export library workflows so the build system assigns stable IDs
export * from "@acme/media/workflows"; 

This one-line file is all that's needed. The workflow compiler transforms this file, discovers the workflow and step functions from the library, and assigns IDs that are stable across deployments.

Why This Is Necessary

Without re-exporting, the workflow runtime cannot match a running workflow to its function definition. When a workflow run is replayed after a cold start, the runtime looks up functions by their compiler-assigned IDs. If the IDs don't exist (because the compiler never processed the library's source), replay fails.

The re-export pattern ensures:

  1. Stable IDs — the compiler assigns IDs based on the consumer's source tree
  2. Replay safety — IDs persist across deployments and cold starts
  3. Version upgrades — re-exported IDs remain stable as long as the consumer's file doesn't change

When you publish a workflow library, every step function's inputs and outputs are recorded in the event log. This has two implications:

1. Everything Must Be Serializable

Step inputs and outputs must be serializable. The workflow runtime supports a rich set of types beyond plain JSON — including Date, RegExp, Map, Set, BigInt, Uint8Array, URL, Error, and class instances that implement custom class serialization. See the serialization reference for the full list of supported types. Do not pass or return:

  • Functions or closures
  • WeakRef, WeakMap, or WeakSet

If your library works with complex objects that don't implement custom class serialization, pass serializable configuration into steps and reconstruct the objects inside the step body.

// Good: pass serializable config, construct inside the step
async function callExternalApi(endpoint: string, params: Record<string, string>) {
  "use step";
  const client = createApiClient(process.env.API_KEY!);
  return await client.request(endpoint, params);
}

// Bad: pass a pre-constructed client object
async function callExternalApi(client: ApiClient, params: Record<string, string>) {
  "use step";
  // ApiClient is not serializable — this will fail on replay
  return await client.request(params);
}

See Serializable Steps for the step-as-factory pattern.

2. Credentials

With workflow encryption enabled, credentials passed as step arguments are encrypted in the event log, so either approach is valid:

// Option A: resolve credentials from environment inside the step
async function fetchData(query: string) {
  "use step";
  const client = createClient(process.env.API_KEY!);
  return await client.fetch(query);
}

// Option B: pass credentials as step arguments (encrypted in the event log)
async function fetchData(apiKey: string, query: string) {
  "use step";
  const client = createClient(apiKey);
  return await client.fetch(query);
}

The choice is a matter of library API design preference. Resolving from environment variables keeps the step signature simpler, while passing credentials explicitly makes dependencies visible and can be easier to test.

Library authors need integration tests that exercise workflows through the full Workflow SDK runtime — not just unit tests of individual functions.

Test Server Pattern

Create a minimal test server that re-exports your library's workflows, just like a consumer would:

// test-server/workflows.ts
export * from "@acme/media/workflows"; 

This test server acts as a stand-in consumer app. Point your test runner at it to exercise the full workflow lifecycle: start, replay, and completion.

Vitest Configuration

Use a dedicated Vitest config for integration tests that run against the Workflow SDK runtime:

// vitest.workflowsdk.config.ts
import { defineConfig } from "vitest/config";

export default defineConfig({
  test: {
    include: ["tests/integration/**/*.workflowsdk.test.ts"],
    testTimeout: 120_000, // Workflows may take time to complete
    setupFiles: ["./tests/setup.ts"],
  },
});

Run these tests separately from your unit tests:

# Unit tests (fast, no workflow runtime)
pnpm vitest run tests/unit

# Integration tests (requires workflow runtime)
pnpm vitest run --config vitest.workflowsdk.config.ts

What to Test

  • Happy path: workflow starts, all steps execute, and the final result is correct
  • Serialization round-trip: inputs and outputs survive the event log
  • Replay: kill and restart a workflow mid-execution to verify deterministic replay
  • Error handling: verify that step failures produce the expected errors

Some libraries want to be useful to consumers who aren't using Workflow SDK at all — the library picks up durable behavior when a workflow runtime is present and falls back to plain async execution otherwise.

Two rules for isomorphic packages:

  1. Any runtime reference to the workflow package must be loaded via dynamic import("workflow") inside a try/catch. A static top-level import makes the module fail to load for consumers who haven't installed workflow.
  2. The "use workflow" and "use step" directives are safe to keep in your library source. When a consumer compiles your code with the Workflow SDK toolchain (via the re-export pattern above), the SWC plugin transforms them into durable-execution glue. When they're not compiled — plain Node, plain tests, a consumer without the runtime — they are just string expression statements and run as no-ops.

Optional peer dependency

Declare workflow as an optional peer so consumers without the runtime aren't forced to install it:

{
  "peerDependencies": {
    "workflow": ">=4.0.0"
  },
  "peerDependenciesMeta": {
    "workflow": {
      "optional": true
    }
  }
}

Runtime detection

Wrap a dynamic import("workflow") in try/catch. If either the module isn't installed or getWorkflowMetadata() throws (call site isn't inside a workflow run), fall through to the standalone path.

async function getWorkflowRunId(): Promise<string | null> { 
  try {
    const wf = await import("workflow");
    const { workflowRunId } = wf.getWorkflowMetadata();
    return workflowRunId;
  } catch {
    return null;
  }
}

A concrete use case: replay-safe idempotency keys

A payments utility that uses the workflow run ID as a Stripe idempotency key when available, and a fresh UUID otherwise:

export async function processPayment(amount: number, currency: string) {
  const runId = await getWorkflowRunId();
  const idempotencyKey = runId ?? crypto.randomUUID(); 

  const res = await fetch("https://api.stripe.com/v1/charges", {
    method: "POST",
    headers: {
      Authorization: `Bearer ${process.env.STRIPE_SECRET_KEY}`,
      "Idempotency-Key": idempotencyKey, 
    },
    body: new URLSearchParams({ amount: String(amount), currency }),
  });
  return res.json();
}

When called from inside a workflow run, the step wrapping this utility gets a stable idempotency key across replays — Stripe dedupes retries for free. When called from a plain Node.js process, it behaves like any other function and a fresh UUID is generated.

In production

Packages in the wild built on Workflow SDK:

  • @mux/ai — Reusable video AI workflows (summaries, chapters, content moderation, translation, embeddings) exported with "use workflow" / "use step" directives. In a standard Node environment the directives are no-ops and the SDK runs as a plain async library; in a Workflow SDK environment the consumer's compiler transforms them into durable, resumable steps with automatic retries and observability. Written up in detail in How Mux shipped durable video workflows with their @mux/ai SDK on the Vercel blog.
  • World ID — Human-in-the-loop "proof of human" primitive for agent workflows. Developers drop a World ID step into any workflow to require a zero-knowledge cryptographic proof that a real, unique human authorized a specific action (deploy approvals, large payments, sensitive data access, etc.). Because it runs as a workflow step, every verification is durable, replay-safe, and viewable inside the run's execution timeline — giving you a provable audit record of which human approved what. Available on npm and announced in World ID for agents: Browserbase, Exa, Okta, and Vercel on the World blog.

Before publishing a workflow library:

  • workflow is listed as an optional peer dependency
  • Separate ./workflows export in package.json for the raw workflow functions
  • workflow is marked as external in your bundler config
  • Documentation tells consumers to re-export from @your-lib/workflows
  • Credentials are either resolved from environment variables or passed explicitly (both are safe with encryption enabled)
  • All step I/O uses supported serializable types
  • Integration tests use a test server with re-exported workflows
  • Both with-workflow and without-workflow code paths are tested