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Get Started Free →Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-18 | ✗→✓ | ▲ Improved | — | — |
| case-09 | ✗→✓ | ▲ Improved | — | — |
| case-19 | ✗→✓ | ▲ Improved | — | — |
| case-06 | ✗→✓ | ▲ Improved | — | — |
| case-08 | ✗→✓ | ▲ Improved | — | — |
Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers.
Inngest function with typed events in Next.js
When to use: Starting with Inngest in any Next.js project
// lib/inngest/client.ts import { Inngest } from 'inngest';
export const inngest = new Inngest({ id: 'my-app', schemas: new EventSchemas().fromRecord<Events>(), });
// Define your events with types type Events = { 'user/signed.up': { data: { userId: string; email: string } }; 'order/placed': { data: { orderId: string; total: number } }; };
// lib/inngest/functions.ts import { inngest } from './client';
export const sendWelcomeEmail = inngest.createFunction( { id: 'send-welcome-email' }, { event: 'user/signed.up' }, async ({ event, step }) => { // Step 1: Get user details const user = await step.run('get-user', async () => { return await db.users.findUnique({ where: { id: event.data.userId } }); });
// Step 2: Send welcome email await step.run('send-email', async () => { await resend.emails.send({ to: user.email, subject: 'Welcome!', template: 'welcome', }); });
// Step 3: Wait 24 hours, then send tips await step.sleep('wait-for-tips', '24h');
await step.run('send-tips', async () => { await resend.emails.send({ to: user.email, subject: 'Getting Started Tips', template: 'tips', }); }); } );
// app/api/inngest/route.ts (Next.js App Router) import { serve } from 'inngest/next'; import { inngest } from '@/lib/inngest/client'; import { sendWelcomeEmail } from '@/lib/inngest/functions';
export const { GET, POST, PUT } = serve({ client: inngest, functions: sendWelcomeEmail], });
Complex workflow with parallel steps and error handling
When to use: Processing that involves multiple services or long waits
export const processOrder = inngest.createFunction( { id: 'process-order', retries: 3, concurrency: { limit: 10 }, // Max 10 orders processing at once }, { event: 'order/placed' }, async ({ event, step }) => { const { orderId } = event.data;
// Parallel steps - both run simultaneously const inventory, payment] = await Promise.all( step.run('check-inventory', () => checkInventory(orderId)), step.run('validate-payment', () => validatePayment(orderId)), ]);
if (!inventory.available) { // Send event instead of direct call (fan-out pattern) await step.sendEvent('notify-backorder', { name: 'order/backordered', data: { orderId, items: inventory.missing }, }); return { status: 'backordered' }; }
// Process payment const charge = await step.run('charge-payment', async () => { return await stripe.charges.create({ amount: event.data.total, customer: payment.customerId, }); });
// Ship order await step.run('ship-order', () => fulfillment.ship(orderId));
return { status: 'completed', chargeId: charge.id }; } );
Functions that run on a schedule
When to use: Recurring tasks like daily reports or cleanup jobs
export const dailyDigest = inngest.createFunction( { id: 'daily-digest' }, { cron: '0 9 ' }, // Every day at 9am UTC async ({ step }) => { // Get all users who want digests const users = await step.run('get-users', async () => { return await db.users.findMany({ where: { digestEnabled: true }, }); });
// Send to each user (creates child events) await step.sendEvent( 'send-digests', users.map(user => ({ name: 'digest/send', data: { userId: user.id }, })) );
return { sent: users.length }; } );
// Separate function handles individual digest sending export const sendDigest = inngest.createFunction( { id: 'send-digest', concurrency: { limit: 50 } }, { event: 'digest/send' }, async ({ event, step }) => { // ... send individual digest } );
Safely process webhooks with deduplication
When to use: Handling Stripe, GitHub, or other webhooks
export const handleStripeWebhook = inngest.createFunction( { id: 'stripe-webhook', // Deduplicate by Stripe event ID idempotency: 'event.data.stripeEventId', }, { event: 'stripe/webhook.received' }, async ({ event, step }) => { const { type, data } = event.data;
switch (type) { case 'checkout.session.completed': await step.run('fulfill-order', async () => { await fulfillOrder(data.session.id); }); break;
case 'customer.subscription.deleted': await step.run('cancel-subscription', async () => { await cancelSubscription(data.subscription.id); }); break; } } );
Multi-step AI processing with chunked work
When to use: AI workflows that may take minutes to complete
export const processDocument = inngest.createFunction( { id: 'process-document', retries: 2, concurrency: { limit: 5 }, // Limit API usage }, { event: 'document/uploaded' }, async ({ event, step }) => { // Step 1: Extract text (may take a while) const text = await step.run('extract-text', async () => { return await extractTextFromPDF(event.data.fileUrl); });
// Step 2: Chunk for embedding const chunks = await step.run('chunk-text', async () => { return chunkText(text, { maxTokens: 500 }); });
// Step 3: Generate embeddings (API rate limited) const embeddings = await step.run('generate-embeddings', async () => { return await openai.embeddings.create({ model: 'text-embedding-3-small', input: chunks, }); });
// Step 4: Store in vector DB await step.run('store-vectors', async () => { await vectorDb.upsert({ vectors: embeddings.data.map((e, i) => ({ id: ${event.data.documentId}-${i}, values: e.embedding, metadata: { chunk: chunksi] }, })), }); });
return { chunks: chunks.length, status: 'indexed' }; } );
Severity: CRITICAL
Message: Inngest requires a serve handler to receive events
Fix action: Create app/api/inngest/route.ts with serve() export
Severity: ERROR
Message: Ensure all Inngest functions are registered in the serve() call
Fix action: Add function to the functions array in serve()
Severity: WARNING
Message: Step names should be kebab-case and descriptive
Fix action: Use descriptive step names like 'fetch-user' or 'send-email'
Severity: ERROR
Message: waitForEvent should have a timeout to prevent infinite waits
Fix action: Add timeout option: { timeout: '24h' }
Severity: WARNING
Message: Consider adding concurrency limits to protect downstream services
Fix action: Add concurrency: { limit: 10 } to function config
Severity: WARNING
Message: Inngest client should define event schemas for type safety
Fix action: Add schemas: new EventSchemas().fromRecord<Events>()
Severity: CRITICAL
Message: Every Inngest function must have a unique ID
Fix action: Add id: 'my-function-name' to function config
Severity: WARNING
Message: step.sleep should use duration strings like '1h' or '30m', not milliseconds
Fix action: Use duration string: step.sleep('wait', '1h')
Severity: WARNING
Message: Consider configuring retry policy for failure handling
Fix action: Add retries: 3 or retries: { attempts: 3, backoff: { ... } }
Severity: ERROR
Message: Payment-related functions should use idempotency keys
Fix action: Add idempotency: 'event.data.orderId' to function config
Skills: inngest, nextjs-app-router, vercel-deployment
Workflow:
1. Define Inngest functions (inngest)
2. Set up serve handler in Next.js (nextjs-app-router)
3. Configure function timeouts (vercel-deployment)
4. Deploy and test (vercel-deployment)Skills: inngest, ai-agents-architect, supabase-backend
Workflow:
1. Design AI workflow steps (ai-agents-architect)
2. Implement with Inngest durability (inngest)
3. Store results in database (supabase-backend)
4. Handle retries for API failures (inngest)Skills: inngest, stripe-integration, backend
Workflow:
1. Receive webhook (backend)
2. Send to Inngest with idempotency (inngest)
3. Process payment logic (stripe-integration)
4. Update application state (backend)Skills: inngest, email-systems, supabase-backend
Workflow:
1. Trigger event from user action (inngest)
2. Schedule drip emails with step.sleep (inngest)
3. Send emails with retry (email-systems)
4. Track email status (supabase-backend)Skills: inngest, backend, analytics-architecture
Workflow:
1. Define cron triggers (inngest)
2. Implement processing logic (backend)
3. Aggregate and report data (analytics-architecture)
4. Handle failures with alerting (inngest)Works well with: nextjs-app-router, vercel-deployment, supabase-backend, email-systems, ai-agents-architect, stripe-integration
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-18 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +32 percentage points is the difference between those two pass rates over the 22 comparable cases.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.