Inngest — Reliable AI Workflows
The Problem
AI pipelines are multi-step: extract text → call LLM → save result → send notification. If step 3 fails, you don't want to re-run the expensive LLM call. Traditional queues don't handle this well.
The Solution
Inngest's durable functions persist state after each step. If a step fails, only that step retries — previous steps are not re-executed.
Key Concepts
| Concept | Description |
|---|---|
| Durable functions | Functions that survive failures and restarts |
| Steps | Individual units of work that retry independently |
| Events | Triggers that start workflows |
| Flow control | Concurrency, throttling, debouncing, rate limiting |
AI Workflow Example
const aiPipeline = inngest.createFunction(
{ id: "ai-research" },
{ event: "research/start" },
async ({ event, step }) => {
// Step 1: Gather sources (retries independently)
const sources = await step.run("gather", () =>
searchWeb(event.data.topic)
);
// Step 2: Analyze each source in parallel
const analyses = await Promise.all(
sources.map((s, i) =>
step.run(`analyze-${i}`, () => analyzeSources(s))
)
);
// Step 3: Synthesize with AI
const report = await step.run("synthesize", () =>
callClaude(`Synthesize: ${JSON.stringify(analyses)}`)
);
// Step 4: Save and notify
await step.run("save", () => saveReport(report));
await step.run("notify", () => sendSlack(report.summary));
return report;
}
);SDKs
| Language | Package |
|---|---|
| TypeScript/JS | inngest |
| Python | inngest |
| Go | github.com/inngest/inngestgo |
| Kotlin/Java | com.inngest:inngest |
FAQ
Q: What is Inngest? A: A durable workflow orchestration platform that lets you write reliable step functions with automatic retries and state persistence. Perfect for multi-step AI pipelines.
Q: Is Inngest free? A: The dev server is free and open-source. Inngest Cloud has a free tier for production use.
Q: How is Inngest different from n8n or Temporal? A: Inngest is code-first (not visual like n8n) and simpler than Temporal. You write regular functions with step.run() — no workflow DSL or state machines needed.