Infrastructure · llms.txt file breakdown
A durable-functions map with separate routes for documentation, examples and SDKs or APIs.
The actual file
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# Inngest
> Inngest is the durable workflow engine for AI applications. It provides step-level retries, event coordination, throttling, concurrency controls, and human-in-the-loop patterns. Write reliable background jobs and multi-step AI pipelines as regular code, with built-in observability and zero infrastructure to manage.
- [Documentation](https://www.inngest.com/docs-markdown/)
- [Full documentation as single file](https://www.inngest.com/llms-full.txt)
- [LLM integration context](https://www.inngest.com/llm-context.md)
- [Blog index](https://www.inngest.com/blog.txt)
## Documentation
- Introduction
- [Overview](https://www.inngest.com/docs-markdown)
- [What is Inngest?](https://www.inngest.com/docs-markdown/platform-overview)
- Local development
- [Overview](https://www.inngest.com/docs-markdown/local-development)
- [Using Docker](https://www.inngest.com/docs-markdown/local-development/docker)
- AI and MCP
- [Overview](https://www.inngest.com/docs-markdown/ai-dev-tools)
- [Inngest MCP](https://www.inngest.com/docs-markdown/ai-dev-tools/mcp)
- [Agent plugins and skills](https://www.inngest.com/docs-markdown/ai-dev-tools/agent-skills)
- [CLI for coding agents](https://www.inngest.com/docs-markdown/ai-patterns/cli-for-coding-agents)
- Get started
- [Overview](https://www.inngest.com/docs-markdown/getting-started)
- [Next.js](https://www.inngest.com/docs-markdown/getting-started/nextjs-quick-start)
- [Express](https://www.inngest.com/docs-markdown/getting-started/express-quick-start)
- [Astro](https://www.inngest.com/docs-markdown/getting-started/astro-quick-start)
- [NestJS](https://www.inngest.com/docs-markdown/getting-started/nestjs-quick-start)
- [H3](https://www.inngest.com/docs-markdown/getting-started/h3-quick-start)
- [TanStack Start](https://www.inngest.com/docs-markdown/getting-started/tanstack-start-quick-start)
- Platform
- Durable Execution
- [Overview](https://www.inngest.com/docs-markdown/durable-execution)
- [Durable workflows](https://www.inngest.com/docs-markdown/durable-execution/durable-workflows)
- Durable endpoints
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/durable-endpoints)
- [Streaming](https://www.inngest.com/docs-markdown/durable-execution/durable-endpoints/streaming)
- Durable agents
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/durable-agents)
- [Agent tool loops](https://www.inngest.com/docs-markdown/durable-execution/durable-agents/agent-tool-loops)
- [Human-in-the-loop](https://www.inngest.com/docs-markdown/durable-execution/durable-agents/human-in-the-loop)
- [Sub-agent delegation](https://www.inngest.com/docs-markdown/durable-execution/durable-agents/sub-agent-delegation)
- [Concepts](https://www.inngest.com/docs-markdown/durable-execution/concepts)
- Quick start
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/quick-start)
- [TypeScript quick start](https://www.inngest.com/docs-markdown/durable-execution/quick-start/typescript-quick-start)
- [Go quick start](https://www.inngest.com/docs-markdown/durable-execution/quick-start/go-quick-start)
- [Python quick start](https://www.inngest.com/docs-markdown/durable-execution/quick-start/python-quick-start)
- Primitives and steps
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/primitives)
- [step.run](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-run)
- [step.sleep](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-sleep)
- [step.sleepUntil](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-sleepuntil)
- [step.waitForEvent](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-waitforevent)
- [step.waitForSignal](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-waitforsignal)
- [step.invoke](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-invoke)
- [step.sendEvent](https://www.inngest.com/docs-markdown/durable-execution/primitives/step-sendevent)
- [defer](https://www.inngest.com/docs-markdown/durable-execution/primitives/defer)
- [group.parallel](https://www.inngest.com/docs-markdown/durable-execution/primitives/group-parallel)
- [group.experiment](https://www.inngest.com/docs-markdown/durable-execution/primitives/group-experiment)
- [Metadata](https://www.inngest.com/docs-markdown/durable-execution/primitives/metadata)
- Flow control
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/flow-control)
- [Step concurrency](https://www.inngest.com/docs-markdown/durable-execution/flow-control/concurrency)
- [Bursty concurrency](https://www.inngest.com/docs-markdown/durable-execution/flow-control/bursty-concurrency)
- [Throttling](https://www.inngest.com/docs-markdown/durable-execution/flow-control/throttling)
- [Rate limiting](https://www.inngest.com/docs-markdown/durable-execution/flow-control/rate-limiting)
- [Batching](https://www.inngest.com/docs-markdown/durable-execution/flow-control/batching)
- [Singleton](https://www.inngest.com/docs-markdown/durable-execution/flow-control/singleton)
- [Debounce](https://www.inngest.com/docs-markdown/durable-execution/flow-control/debounce)
- [Priority](https://www.inngest.com/docs-markdown/durable-execution/flow-control/priority)
- [Multi-tenancy](https://www.inngest.com/docs-markdown/durable-execution/flow-control/multi-tenancy)
- [Simulator](https://www.inngest.com/docs-markdown/durable-execution/flow-control/simulator)
- Events and triggers
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers)
- [Event and trigger concepts](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers/event-and-trigger-concepts)
- [Event payloads and schemas](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers/event-payloads-and-schemas)
- [Send events](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers/send-events)
- [Receive webhook events](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers/receive-webhook-events)
- [Schedules and delayed starts](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/events-and-triggers/schedules-and-delayed-starts)
- Error handling
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling)
- [Retries](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling/retries)
- [Non-retriable errors](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling/non-retriable-errors)
- [Rollbacks](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling/rollbacks)
- [Failure handlers](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling/failure-handlers)
- [Inngest errors](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/error-handling/inngest-errors)
- Cancellation
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/cancellation)
- [Timeouts](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/cancellation/timeouts)
- [Cancelling via events](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/cancellation/events)
- Deploying functions
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions)
- [Serve](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/serve)
- [Connect](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/connect)
- Platforms
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms)
- [Vercel](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/vercel)
- [Netlify](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/netlify)
- [Cloudflare Pages](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/cloudflare)
- [Render](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/render)
- [DigitalOcean](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/digital-ocean)
- [Provider limits](https://www.inngest.com/docs-markdown/durable-execution/deploying-functions/platforms/provider-limits)
- Advanced
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced)
- [Idempotency](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/idempotency)
- [Versioning](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/versioning)
- [Testing](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/testing)
- Patterns
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/patterns)
- [Fan-out](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/patterns/fan-out)
- [Working with loops](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/patterns/working-with-loops)
- Middleware
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/middleware)
- [Creating middleware](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/middleware/creating-middleware)
- [Dependency injection](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/middleware/dependency-injection)
- [Encryption middleware](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/middleware/encryption-middleware)
- [Sentry middleware](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/middleware/sentry-middleware)
- [Logging](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/logging)
- [Checkpointing](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/checkpointing)
- [Writing expressions](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/writing-expressions)
- [Limits](https://www.inngest.com/docs-markdown/durable-execution/limits)
- Best practices
- [Overview](https://www.inngest.com/docs-markdown/durable-execution/best-practices)
- [Performance](https://www.inngest.com/docs-markdown/durable-execution/best-practices/performance)
- Sandboxes
- [Overview](https://www.inngest.com/docs-markdown/sandboxes/overview)
- [Quick start](https://www.inngest.com/docs-markdown/sandboxes/quick-start)
- Features
- [Overview](https://www.inngest.com/docs-markdown/sandboxes/features)
- [Base images](https://www.inngest.com/docs-markdown/sandboxes/features/base-images)
- [Pause and resume](https://www.inngest.com/docs-markdown/sandboxes/features/pause-and-resume)
- [Snapshots and restore](https://www.inngest.com/docs-markdown/sandboxes/features/snapshots-and-restore)
- [Cloning](https://www.inngest.com/docs-markdown/sandboxes/features/cloning)
- [Durable filesystems](https://www.inngest.com/docs-markdown/sandboxes/features/durable-filesystems)
- [SSH](https://www.inngest.com/docs-markdown/sandboxes/features/ssh)
- [Secrets](https://www.inngest.com/docs-markdown/sandboxes/features/secrets)
- [Managed lifecycle](https://www.inngest.com/docs-markdown/sandboxes/features/managed-lifecycle)
- [Isolation and security](https://www.inngest.com/docs-markdown/sandboxes/features/isolation-and-security)
- [Traces](https://www.inngest.com/docs-markdown/sandboxes/features/traces)
- [Guides](https://www.inngest.com/docs-markdown/sandboxes/guides)
- [Reference](https://www.inngest.com/docs-markdown/sandboxes/reference)
- [Limits](https://www.inngest.com/docs-markdown/sandboxes/limits)
- [Best practices](https://www.inngest.com/docs-markdown/sandboxes/best-practices)
- Agent Evals
- [Overview](https://www.inngest.com/docs-markdown/agent-evals/overview)
- [Quick start](https://www.inngest.com/docs-markdown/agent-evals/quick-start)
- [Scores](https://www.inngest.com/docs-markdown/agent-evals/scores)
- [Deferred scoring](https://www.inngest.com/docs-markdown/agent-evals/deferred-scoring)
- [Experiments](https://www.inngest.com/docs-markdown/agent-evals/experiments)
- [Sessions](https://www.inngest.com/docs-markdown/agent-evals/sessions)
- Guides
- [Overview](https://www.inngest.com/docs-markdown/agent-evals/guides)
- [Score with an LLM judge](https://www.inngest.com/docs-markdown/agent-evals/guides/llm-judge)
- [Score user feedback](https://www.inngest.com/docs-markdown/agent-evals/guides/user-feedback)
- [Compare models and prompts](https://www.inngest.com/docs-markdown/agent-evals/guides/compare-models-and-prompts)
- [Roll out a workflow rewrite](https://www.inngest.com/docs-markdown/agent-evals/guides/workflow-rewrite)
- [Read results and roll out](https://www.inngest.com/docs-markdown/agent-evals/guides/interpreting-results)
- [Manage eval costs](https://www.inngest.com/docs-markdown/agent-evals/guides/cost-management)
- [Reference](https://www.inngest.com/docs-markdown/agent-evals/reference)
- [Limits](https://www.inngest.com/docs-markdown/agent-evals/limits)
- [Best practices](https://www.inngest.com/docs-markdown/agent-evals/best-practices)
- [Troubleshooting](https://www.inngest.com/docs-markdown/agent-evals/troubleshooting)
- Realtime
- [Overview](https://www.inngest.com/docs-markdown/realtime/overview)
- [Quick start](https://www.inngest.com/docs-markdown/realtime/quick-start)
- [Channels and topics](https://www.inngest.com/docs-markdown/realtime/channels-and-topics)
- Guides
- [Overview](https://www.inngest.com/docs-markdown/realtime/guides)
- [Subscription tokens](https://www.inngest.com/docs-markdown/realtime/guides/subscription-tokens)
- [React hooks](https://www.inngest.com/docs-markdown/realtime/guides/react-hooks)
- [Stream AI responses](https://www.inngest.com/docs-markdown/realtime/guides/stream-ai-responses)
- [Server-side subscriptions](https://www.inngest.com/docs-markdown/realtime/guides/server-side-subscriptions)
- [Reference](https://www.inngest.com/docs-markdown/realtime/reference)
- [Limits](https://www.inngest.com/docs-markdown/realtime/limits)
- [Troubleshooting](https://www.inngest.com/docs-markdown/realtime/troubleshooting)
- [SDKs & APIs](https://www.inngest.com/docs-markdown/sdks)
- Platform & operations
- [Overview](https://www.inngest.com/docs-markdown/platform-and-operations)
- Observability
- [Overview](https://www.inngest.com/docs-markdown/platform-and-operations/observability)
- [Inspect events and runs](https://www.inngest.com/docs-markdown/platform-and-operations/inspect-events-and-runs)
- [Traces](https://www.inngest.com/docs-markdown/platform-and-operations/traces)
- [Metrics](https://www.inngest.com/docs-markdown/platform-and-operations/metrics)
- [Insights](https://www.inngest.com/docs-markdown/platform-and-operations/insights)
- Manage and recover
- [Overview](https://www.inngest.com/docs-markdown/platform-and-operations/manage-and-recover)
- [Rerun a run](https://www.inngest.com/docs-markdown/platform-and-operations/rerun-a-run)
- [Replay runs in bulk](https://www.inngest.com/docs-markdown/platform-and-operations/replay-runs-in-bulk)
- [Bulk cancellation](https://www.inngest.com/docs-markdown/durable-execution/guides-and-advanced/cancellation/bulk-cancellation)
- [Pause and resume functions](https://www.inngest.com/docs-markdown/platform-and-operations/pause-and-resume-functions)
- [Rotate event and signing keys](https://www.inngest.com/docs-markdown/platform-and-operations/rotate-event-and-signing-keys)
- [Keys and access](https://www.inngest.com/docs-markdown/platform-and-operations/keys-and-access)
- Integrations
- [Overview](https://www.inngest.com/docs-markdown/platform-and-operations/integrations)
- [Neon](https://www.inngest.com/docs-markdown/platform-and-operations/integrations/neon)
- [Datadog](https://www.inngest.com/docs-markdown/platform-and-operations/integrations/datadog)
- [Prometheus](https://www.inngest.com/docs-markdown/platform-and-operations/integrations/prometheus)
- [Apps and syncs](https://www.inngest.com/docs-markdown/platform-and-operations/apps-and-syncs)
- [Environments and branch deploys](https://www.inngest.com/docs-markdown/platform-and-operations/environments-and-branch-deploys)
- [Cloud architecture and security](https://www.inngest.com/docs-markdown/platform-and-operations/cloud-architecture-and-security)
- [Self-host Inngest](https://www.inngest.com/docs-markdown/platform-and-operations/self-host-inngest)
- Labs
- [About Labs](https://www.inngest.com/docs-markdown/labs)
- Inngest CI
- [Overview](https://www.inngest.com/docs-markdown/labs/ci/overview)
- [Quick start](https://www.inngest.com/docs-markdown/labs/ci/quick-start)
- Concepts
- [Overview](https://www.inngest.com/docs-markdown/labs/Measured from the saved file
Size measures the captured UTF-8 text, not compressed transfer size. Tokens are counted with a named tokenizer; other models can count differently. Neither measure establishes context compatibility or answer quality.
Inngest is the durable workflow engine for AI applications. It provides step-level retries, event coordination, throttling, concurrency controls, and human-in-the-loop patterns. Write reliable background jobs and multi-step AI pipelines as regular code, with built-in observability and zero infrastructure to manage.
Context architecture
3 H2 sections organize 326 parsed Markdown links. 1 links point to .md or .markdown paths; 2 link occurrences use another hostname. Linked destinations have not been recursively validated.
| H2 section | Links | UTF-8 bytes | Tokens |
|---|---|---|---|
| DocumentationLine 10 | 173 | 18045 | 4762 |
| ExamplesLine 219 | 33 | 3771 | 982 |
| SDKs & APIsLine 265 | 116 | 11591 | 3052 |
Link counts exclude parsed fenced and inline code and resolve relative destinations against the final endpoint. Section sizes cover the text below each H2 until the next H2.
Embedded material
Embedded example text and links to further documentation are counted separately. A code block does not establish that a sample runs or that an authentication flow succeeds.
Publisher prioritization
No H2 section named “Optional” was detected in this file.
The community proposal uses Optional by convention for secondary links that can be skipped for a shorter context. This label does not establish that everything outside it is critical, or that the material inside it is deprecated.
Machine-readable routes
MCP-related text was detected in the captured file. 1 links have MCP-related labels or paths. 0 fenced lines match mcpServers, mcp_servers or an mcp add command.
These are text and link observations. No MCP server connection, authentication or tool call was tested.
Index and bundle
Verified text companion
A verified text response establishes a companion at the checked URL. It does not prove the bundle contains all product documentation, that generation is automated, or that it fits an assistant’s context window.
Change evidence
This capture establishes a baseline. Update frequency cannot be determined from one observation.
7 links have release, changelog, deprecation or migration terms in their labels or paths. These provide places to investigate product changes separately.
File changes can reveal documentation edits or navigation changes. They do not by themselves measure product release velocity, accuracy, agent adoption or AI visibility.
4defe9ddf413432653406d62a7e032fff8ebd6f6b4c31b8257778356e674e972Counts use a deterministic parser, not a spec-compliance grade. Unusual Markdown and indented code can fall outside its recognized patterns. See the llms.txt proposal and tokenizer implementation.