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chore: release v4.4.4 (#3228)
## Summary
12 new features, 59 improvements, 17 bug fixes.

## Highlights

- Add support for setting TTL (time-to-live) defaults at the task level
and globally in trigger.config.ts, with per-trigger overrides still
taking precedence
([#3196](https://github.com/triggerdotdev/trigger.dev/pull/3196))
- Large run outputs can use the new API which allows switching object
storage providers.
([#3275](https://github.com/triggerdotdev/trigger.dev/pull/3275))

## Improvements
- Add platform notifications support to the CLI. The `trigger dev` and
`trigger login` commands now fetch and display platform notifications
(info, warn, error, success) from the server. Includes discovery-based
filtering to conditionally show notifications based on project file
patterns, color markup rendering for styled terminal output, and a
non-blocking display flow with a spinner fallback for slow fetches. Use
`--skip-platform-notifications` flag with `trigger dev` to disable the
notification check.
([#3254](https://github.com/triggerdotdev/trigger.dev/pull/3254))
- Add `get_span_details` MCP tool for inspecting individual spans within
a run trace.
([#3255](https://github.com/triggerdotdev/trigger.dev/pull/3255))
- New `get_span_details` tool returns full span attributes, timing,
events, and AI enrichment (model, tokens, cost, speed)
- Span IDs now shown in `get_run_details` trace output for easy
discovery
- New API endpoint `GET /api/v1/runs/:runId/spans/:spanId`
- New `retrieveSpan()` method on the API client
- `get_query_schema` — discover available TRQL tables and columns
- `query` — execute TRQL queries against your data
- `list_dashboards` — list built-in dashboards and their widgets
- `run_dashboard_query` — execute a single dashboard widget query
- `whoami` — show current profile, user, and API URL
- `list_profiles` — list all configured CLI profiles
- `switch_profile` — switch active profile for the MCP session
- `start_dev_server` — start `trigger dev` in the background and stream
output
- `stop_dev_server` — stop the running dev server
- `dev_server_status` — check dev server status and view recent logs
- `GET /api/v1/query/schema` — query table schema discovery
- `GET /api/v1/query/dashboards` — list built-in dashboards
- `--readonly` flag hides write tools (`deploy`, `trigger_task`,
`cancel_run`) so the AI cannot make changes
- `read:query` JWT scope for query endpoint authorization
- `get_run_details` trace output is now paginated with cursor support
- MCP tool annotations (`readOnlyHint`, `destructiveHint`) for all tools
- `get_query_schema` now requires a table name and returns only one
table's schema (was returning all tables)
- `get_current_worker` no longer inlines payload schemas; use new
`get_task_schema` tool instead
- Query results formatted as text tables instead of JSON (~50% fewer
tokens)
- `cancel_run`, `list_deploys`, `list_preview_branches` formatted as
text instead of raw JSON
- Schema and dashboard API responses cached to avoid redundant fetches
- Adapted the CLI API client to propagate the trigger source via http
headers.
([#3241](https://github.com/triggerdotdev/trigger.dev/pull/3241))
- Propagate run tags to span attributes so they can be extracted
server-side for LLM cost attribution metadata.
([#3213](https://github.com/triggerdotdev/trigger.dev/pull/3213))
- New `get_span_details` tool returns full span attributes, timing,
events, and AI enrichment (model, tokens, cost, speed)
- Span IDs now shown in `get_run_details` trace output for easy
discovery
- New API endpoint `GET /api/v1/runs/:runId/spans/:spanId`
- New `retrieveSpan()` method on the API client
- `get_query_schema` — discover available TRQL tables and columns
- `query` — execute TRQL queries against your data
- `list_dashboards` — list built-in dashboards and their widgets
- `run_dashboard_query` — execute a single dashboard widget query
- `whoami` — show current profile, user, and API URL
- `list_profiles` — list all configured CLI profiles
- `switch_profile` — switch active profile for the MCP session
- `start_dev_server` — start `trigger dev` in the background and stream
output
- `stop_dev_server` — stop the running dev server
- `dev_server_status` — check dev server status and view recent logs
- `GET /api/v1/query/schema` — query table schema discovery
- `GET /api/v1/query/dashboards` — list built-in dashboards
- `--readonly` flag hides write tools (`deploy`, `trigger_task`,
`cancel_run`) so the AI cannot make changes
- `read:query` JWT scope for query endpoint authorization
- `get_run_details` trace output is now paginated with cursor support
- MCP tool annotations (`readOnlyHint`, `destructiveHint`) for all tools
- `get_query_schema` now requires a table name and returns only one
table's schema (was returning all tables)
- `get_current_worker` no longer inlines payload schemas; use new
`get_task_schema` tool instead
- Query results formatted as text tables instead of JSON (~50% fewer
tokens)
- `cancel_run`, `list_deploys`, `list_preview_branches` formatted as
text instead of raw JSON
- Schema and dashboard API responses cached to avoid redundant fetches
- Add optional `hasPrivateLink` field to the dequeue message
organization object for private networking support
([#3264](https://github.com/triggerdotdev/trigger.dev/pull/3264))
- Define and manage AI prompts with `prompts.define()`. Create typesafe
prompt templates with variables, resolve them at runtime, and manage
versions and overrides from the dashboard without redeploying.
([#3244](https://github.com/triggerdotdev/trigger.dev/pull/3244))

## Bug fixes
- Fix dev CLI leaking build directories on rebuild, causing disk space
accumulation. Deprecated workers are now pruned (capped at 2 retained)
when no active runs reference them. The watchdog process also cleans up
`.trigger/tmp/` when the dev CLI is killed ungracefully (e.g. SIGKILL
from pnpm).
([#3224](https://github.com/triggerdotdev/trigger.dev/pull/3224))
- Fix `--load` flag being silently ignored on local/self-hosted builds.
([#3114](https://github.com/triggerdotdev/trigger.dev/pull/3114))
- Fixed `search_docs` tool failing due to renamed upstream Mintlify tool
(`SearchTriggerDev` → `search_trigger_dev`)
- Fixed `list_deploys` failing when deployments have null
`runtime`/`runtimeVersion` fields (#3139)
- Fixed `list_preview_branches` crashing due to incorrect response shape
access
- Fixed `metrics` table column documented as `value` instead of
`metric_value` in query docs
- Fixed dev CLI leaking build directories on rebuild — deprecated
workers now clean up their build dirs when their last run completes
- Fixed `search_docs` tool failing due to renamed upstream Mintlify tool
(`SearchTriggerDev` → `search_trigger_dev`)
- Fixed `list_deploys` failing when deployments have null
`runtime`/`runtimeVersion` fields (#3139)
- Fixed `list_preview_branches` crashing due to incorrect response shape
access
- Fixed `metrics` table column documented as `value` instead of
`metric_value` in query docs
- Fixed dev CLI leaking build directories on rebuild — deprecated
workers now clean up their build dirs when their last run completes

## Server changes

These changes affect the self-hosted Docker image and Trigger.dev Cloud:

- Add admin UI for viewing and editing feature flags (org-level
overrides and global defaults).
([#3291](https://github.com/triggerdotdev/trigger.dev/pull/3291))
- AI prompt management dashboard and enhanced span inspectors.
  
  **Prompt management:**
- Prompts list page with version status, model, override indicators, and
24h usage sparklines
- Prompt detail page with template viewer, variable preview, version
history timeline, and override editor
- Create, edit, and remove overrides to change prompt content or model
without redeploying
  - Promote any code-deployed version to current
- Generations tab with infinite scroll, live polling, and inline span
inspector
- Per-prompt metrics: total generations, avg tokens, avg cost, latency,
with version-level breakdowns
  
  **AI span inspectors:**
- Custom inspectors for `ai.generateText`, `ai.streamText`,
`ai.generateObject`, `ai.streamObject` parent spans
- `ai.toolCall` inspector showing tool name, call ID, and input
arguments
  - `ai.embed` inspector showing model, provider, and input text
- Prompt tab on AI spans linking to prompt version with template and
input variables
  - Compact timestamp and duration header on all AI span inspectors
  
  **AI metrics dashboard:**
- Operations, Providers, and Prompts filters on the AI Metrics dashboard
  - Cost by prompt widget
  - "AI" section in the sidebar with Prompts and AI Metrics links
  
  **Other improvements:**
  - Resizable panel sizes now persist across page refreshes
- Fixed `<div>` inside `<p>` DOM nesting warnings in span titles and
chat messages
([#3244](https://github.com/triggerdotdev/trigger.dev/pull/3244))
- Add allowRollbacks query param to the promote deployment API to enable
version downgrades
([#3214](https://github.com/triggerdotdev/trigger.dev/pull/3214))
- Pre-warm compute templates on deploy for orgs with compute access.
Required for projects using a compute region, background-only for
others.
([#3114](https://github.com/triggerdotdev/trigger.dev/pull/3114))
- Add automatic LLM cost calculation for spans with GenAI semantic
conventions. When a span arrives with `gen_ai.response.model` and token
usage data, costs are calculated from an in-memory pricing registry
backed by Postgres and dual-written to both span attributes
(`trigger.llm.*`) and a new `llm_metrics_v1` ClickHouse table that
captures usage, cost, performance (TTFC, tokens/sec), and behavioral
(finish reason, operation type) metrics.
([#3213](https://github.com/triggerdotdev/trigger.dev/pull/3213))
- Add API endpoint `GET /api/v1/runs/:runId/spans/:spanId` that returns
detailed span information including properties, events, AI enrichment
(model, tokens, cost), and triggered child runs.
([#3255](https://github.com/triggerdotdev/trigger.dev/pull/3255))
- Multi-provider object storage with protocol-based routing for
zero-downtime migration
([#3275](https://github.com/triggerdotdev/trigger.dev/pull/3275))
- Add IAM role-based auth support for object stores (no access keys
required).
([#3275](https://github.com/triggerdotdev/trigger.dev/pull/3275))
- Add platform notifications to inform users about new features,
changelogs, and platform events directly in the dashboard.
([#3254](https://github.com/triggerdotdev/trigger.dev/pull/3254))
- Add private networking support via AWS PrivateLink. Includes
BillingClient methods for managing private connections, org settings UI
pages for connection management, and supervisor changes to apply
`privatelink` pod labels for CiliumNetworkPolicy matching.
([#3264](https://github.com/triggerdotdev/trigger.dev/pull/3264))
- Reduce run start latency by skipping the intermediate queue when
concurrency is available. This optimization is rolled out per-region and
enabled automatically for development environments.
([#3299](https://github.com/triggerdotdev/trigger.dev/pull/3299))
- Extended the search filter on the environment variables page to match
on environment type (production, staging, development, preview) and
branch name, not just variable name and value.
([#3302](https://github.com/triggerdotdev/trigger.dev/pull/3302))
- Set `application_name` on Prisma connections from SERVICE_NAME so DB
load can be attributed by service
([#3348](https://github.com/triggerdotdev/trigger.dev/pull/3348))
- Fix transient R2/object store upload failures during batchTrigger()
item streaming.
  
- Added p-retry (3 attempts, 500ms–2s exponential backoff) around
`uploadPacketToObjectStore` in `BatchPayloadProcessor.process()` so
transient network errors self-heal server-side rather than aborting the
entire batch stream.
- Removed `x-should-retry: false` from the 500 response on the batch
items route so the SDK's existing 5xx retry path can recover if
server-side retries are exhausted. Item deduplication by index makes
full-stream retries safe.
([#3331](https://github.com/triggerdotdev/trigger.dev/pull/3331))
- Concurrency-keyed queues now use a single master queue entry per base
queue instead of one entry per key. Prevents high-CK-count tenants from
consuming the entire parentQueueLimit window and starving other tenants
on the same shard.
([#3219](https://github.com/triggerdotdev/trigger.dev/pull/3219))
- Reduce lock contention when processing large `batchTriggerAndWait`
batches. Previously, each batch item acquired a Redis lock on the parent
run to insert a `TaskRunWaitpoint` row, causing
`LockAcquisitionTimeoutError` with high concurrency (880 errors/24h in
prod). Since `blockRunWithCreatedBatch` already transitions the parent
to `EXECUTING_WITH_WAITPOINTS` before items are processed, the per-item
lock is unnecessary. The new `blockRunWithWaitpointLockless` method
performs only the idempotent CTE insert without acquiring the lock.
([#3232](https://github.com/triggerdotdev/trigger.dev/pull/3232))
- Strip `secure` query parameter from QUERY_CLICKHOUSE_URL before
passing to ClickHouse client. This was already done for the main and
logs ClickHouse clients but was missing for the query client, causing a
startup crash with `Error: Unknown URL parameters: secure`.
([#3204](https://github.com/triggerdotdev/trigger.dev/pull/3204))
- Fix `OrganizationsPresenter.#getEnvironment` matching the wrong
development environment on teams with multiple members. All dev
environments share the slug `"dev"`, so the previous `find` by slug
alone could return another member's environment. Now filters DEVELOPMENT
environments by `orgMember.userId` to ensure the logged-in user's dev
environment is selected.
([#3273](https://github.com/triggerdotdev/trigger.dev/pull/3273))

<details>
<summary>Raw changeset output</summary>

# Releases
## @trigger.dev/build@4.4.4

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

## trigger.dev@4.4.4

### Patch Changes

- Add platform notifications support to the CLI. The `trigger dev` and
`trigger login` commands now fetch and display platform notifications
(info, warn, error, success) from the server. Includes discovery-based
filtering to conditionally show notifications based on project file
patterns, color markup rendering for styled terminal output, and a
non-blocking display flow with a spinner fallback for slow fetches. Use
`--skip-platform-notifications` flag with `trigger dev` to disable the
notification check.
([#3254](https://github.com/triggerdotdev/trigger.dev/pull/3254))

- Fix dev CLI leaking build directories on rebuild, causing disk space
accumulation. Deprecated workers are now pruned (capped at 2 retained)
when no active runs reference them. The watchdog process also cleans up
`.trigger/tmp/` when the dev CLI is killed ungracefully (e.g. SIGKILL
from pnpm).
([#3224](https://github.com/triggerdotdev/trigger.dev/pull/3224))

- Fix `--load` flag being silently ignored on local/self-hosted builds.
([#3114](https://github.com/triggerdotdev/trigger.dev/pull/3114))

- Add `get_span_details` MCP tool for inspecting individual spans within
a run trace.
([#3255](https://github.com/triggerdotdev/trigger.dev/pull/3255))

- New `get_span_details` tool returns full span attributes, timing,
events, and AI enrichment (model, tokens, cost, speed)
- Span IDs now shown in `get_run_details` trace output for easy
discovery
    -   New API endpoint `GET /api/v1/runs/:runId/spans/:spanId`
    -   New `retrieveSpan()` method on the API client

- MCP server improvements: new tools, bug fixes, and new flags.
([#3224](https://github.com/triggerdotdev/trigger.dev/pull/3224))

    **New tools:**

    -   `get_query_schema` — discover available TRQL tables and columns
    -   `query` — execute TRQL queries against your data
    -   `list_dashboards` — list built-in dashboards and their widgets
    -   `run_dashboard_query` — execute a single dashboard widget query
    -   `whoami` — show current profile, user, and API URL
    -   `list_profiles` — list all configured CLI profiles
    -   `switch_profile` — switch active profile for the MCP session
- `start_dev_server` — start `trigger dev` in the background and stream
output
    -   `stop_dev_server` — stop the running dev server
- `dev_server_status` — check dev server status and view recent logs

    **New API endpoints:**

    -   `GET /api/v1/query/schema` — query table schema discovery
    -   `GET /api/v1/query/dashboards` — list built-in dashboards

    **New features:**

- `--readonly` flag hides write tools (`deploy`, `trigger_task`,
`cancel_run`) so the AI cannot make changes
    -   `read:query` JWT scope for query endpoint authorization
- `get_run_details` trace output is now paginated with cursor support
- MCP tool annotations (`readOnlyHint`, `destructiveHint`) for all tools

    **Bug fixes:**

- Fixed `search_docs` tool failing due to renamed upstream Mintlify tool
(`SearchTriggerDev` → `search_trigger_dev`)
- Fixed `list_deploys` failing when deployments have null
`runtime`/`runtimeVersion` fields (#3139)
- Fixed `list_preview_branches` crashing due to incorrect response shape
access
- Fixed `metrics` table column documented as `value` instead of
`metric_value` in query docs
- Fixed dev CLI leaking build directories on rebuild — deprecated
workers now clean up their build dirs when their last run completes

    **Context optimizations:**

- `get_query_schema` now requires a table name and returns only one
table's schema (was returning all tables)
- `get_current_worker` no longer inlines payload schemas; use new
`get_task_schema` tool instead
- Query results formatted as text tables instead of JSON (~50% fewer
tokens)
- `cancel_run`, `list_deploys`, `list_preview_branches` formatted as
text instead of raw JSON
- Schema and dashboard API responses cached to avoid redundant fetches

- Add support for setting TTL (time-to-live) defaults at the task level
and globally in trigger.config.ts, with per-trigger overrides still
taking precedence
([#3196](https://github.com/triggerdotdev/trigger.dev/pull/3196))

- Adapted the CLI API client to propagate the trigger source via http
headers.
([#3241](https://github.com/triggerdotdev/trigger.dev/pull/3241))

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`
    -   `@trigger.dev/build@4.4.4`
    -   `@trigger.dev/schema-to-json@4.4.4`

## @trigger.dev/core@4.4.4

### Patch Changes

- Fix `list_deploys` MCP tool failing when deployments have null
`runtime` or `runtimeVersion` fields.
([#3224](https://github.com/triggerdotdev/trigger.dev/pull/3224))

- Propagate run tags to span attributes so they can be extracted
server-side for LLM cost attribution metadata.
([#3213](https://github.com/triggerdotdev/trigger.dev/pull/3213))

- Add `get_span_details` MCP tool for inspecting individual spans within
a run trace.
([#3255](https://github.com/triggerdotdev/trigger.dev/pull/3255))

- New `get_span_details` tool returns full span attributes, timing,
events, and AI enrichment (model, tokens, cost, speed)
- Span IDs now shown in `get_run_details` trace output for easy
discovery
    -   New API endpoint `GET /api/v1/runs/:runId/spans/:spanId`
    -   New `retrieveSpan()` method on the API client

- MCP server improvements: new tools, bug fixes, and new flags.
([#3224](https://github.com/triggerdotdev/trigger.dev/pull/3224))

    **New tools:**

    -   `get_query_schema` — discover available TRQL tables and columns
    -   `query` — execute TRQL queries against your data
    -   `list_dashboards` — list built-in dashboards and their widgets
    -   `run_dashboard_query` — execute a single dashboard widget query
    -   `whoami` — show current profile, user, and API URL
    -   `list_profiles` — list all configured CLI profiles
    -   `switch_profile` — switch active profile for the MCP session
- `start_dev_server` — start `trigger dev` in the background and stream
output
    -   `stop_dev_server` — stop the running dev server
- `dev_server_status` — check dev server status and view recent logs

    **New API endpoints:**

    -   `GET /api/v1/query/schema` — query table schema discovery
    -   `GET /api/v1/query/dashboards` — list built-in dashboards

    **New features:**

- `--readonly` flag hides write tools (`deploy`, `trigger_task`,
`cancel_run`) so the AI cannot make changes
    -   `read:query` JWT scope for query endpoint authorization
- `get_run_details` trace output is now paginated with cursor support
- MCP tool annotations (`readOnlyHint`, `destructiveHint`) for all tools

    **Bug fixes:**

- Fixed `search_docs` tool failing due to renamed upstream Mintlify tool
(`SearchTriggerDev` → `search_trigger_dev`)
- Fixed `list_deploys` failing when deployments have null
`runtime`/`runtimeVersion` fields (#3139)
- Fixed `list_preview_branches` crashing due to incorrect response shape
access
- Fixed `metrics` table column documented as `value` instead of
`metric_value` in query docs
- Fixed dev CLI leaking build directories on rebuild — deprecated
workers now clean up their build dirs when their last run completes

    **Context optimizations:**

- `get_query_schema` now requires a table name and returns only one
table's schema (was returning all tables)
- `get_current_worker` no longer inlines payload schemas; use new
`get_task_schema` tool instead
- Query results formatted as text tables instead of JSON (~50% fewer
tokens)
- `cancel_run`, `list_deploys`, `list_preview_branches` formatted as
text instead of raw JSON
- Schema and dashboard API responses cached to avoid redundant fetches

- Large run outputs can use the new API which allows switching object
storage providers.
([#3275](https://github.com/triggerdotdev/trigger.dev/pull/3275))

- Add optional `hasPrivateLink` field to the dequeue message
organization object for private networking support
([#3264](https://github.com/triggerdotdev/trigger.dev/pull/3264))

- Add support for setting TTL (time-to-live) defaults at the task level
and globally in trigger.config.ts, with per-trigger overrides still
taking precedence
([#3196](https://github.com/triggerdotdev/trigger.dev/pull/3196))

- Adapted the CLI API client to propagate the trigger source via http
headers.
([#3241](https://github.com/triggerdotdev/trigger.dev/pull/3241))

## @trigger.dev/python@4.4.4

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/sdk@4.4.4`
    -   `@trigger.dev/core@4.4.4`
    -   `@trigger.dev/build@4.4.4`

## @trigger.dev/react-hooks@4.4.4

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

## @trigger.dev/redis-worker@4.4.4

### Patch Changes

- Adapted the CLI API client to propagate the trigger source via http
headers.
([#3241](https://github.com/triggerdotdev/trigger.dev/pull/3241))
-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

## @trigger.dev/rsc@4.4.4

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

## @trigger.dev/schema-to-json@4.4.4

### Patch Changes

-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

## @trigger.dev/sdk@4.4.4

### Patch Changes

- Define and manage AI prompts with `prompts.define()`. Create typesafe
prompt templates with variables, resolve them at runtime, and manage
versions and overrides from the dashboard without redeploying.
([#3244](https://github.com/triggerdotdev/trigger.dev/pull/3244))
- Add support for setting TTL (time-to-live) defaults at the task level
and globally in trigger.config.ts, with per-trigger overrides still
taking precedence
([#3196](https://github.com/triggerdotdev/trigger.dev/pull/3196))
- Adapted the CLI API client to propagate the trigger source via http
headers.
([#3241](https://github.com/triggerdotdev/trigger.dev/pull/3241))
-   Updated dependencies:
    -   `@trigger.dev/core@4.4.4`

</details>

---------

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2026-04-13 13:24:38 +01:00
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About Trigger.dev

Trigger.dev is the open-source platform for building AI workflows in TypeScript. Long-running tasks with retries, queues, observability, and elastic scaling.

The platform designed for building AI agents

Build AI agents using all the frameworks, services and LLMs you're used to, deploy them to Trigger.dev and get durable, long-running tasks with retries, queues, observability, and elastic scaling out of the box.

  • Long-running without timeouts: Execute your tasks with absolutely no timeouts, unlike AWS Lambda, Vercel, and other serverless platforms.

  • Durability, retries & queues: Build rock solid agents and AI applications using our durable tasks, retries, queues and idempotency.

  • True runtime freedom: Customize your deployed tasks with system packages run browsers, Python scripts, FFmpeg and more.

  • Human-in-the-loop: Programmatically pause your tasks until a human can approve, reject or give feedback.

  • Realtime apps & streaming: Move your background jobs to the foreground by subscribing to runs or streaming AI responses to your app.

  • Observability & monitoring: Each run has full tracing and logs. Configure error alerts to catch bugs fast.

Key features:

  • JavaScript and TypeScript SDK - Build background tasks using familiar programming models
  • Long-running tasks - Handle resource-heavy tasks without timeouts
  • Durable cron schedules - Create and attach recurring schedules of up to a year
  • Trigger.dev Realtime - Trigger, subscribe to, and get real-time updates for runs, with LLM streaming support
  • Build extensions - Hook directly into the build system and customize the build process. Run Python scripts, FFmpeg, browsers, and more.
  • React hooks - Interact with the Trigger.dev API on your frontend using our React hooks package
  • Batch triggering - Use batchTrigger() to initiate multiple runs of a task with custom payloads and options
  • Structured inputs / outputs - Define precise data schemas for your tasks with runtime payload validation
  • Waits - Add waits to your tasks to pause execution for a specified duration
  • Preview branches - Create isolated environments for testing and development. Integrates with Vercel and git workflows
  • Waitpoints - Add human-in-the-loop judgment at critical decision points without disrupting workflow
  • Concurrency & queues - Set concurrency rules to manage how multiple tasks execute
  • Multiple environments - Support for DEV, PREVIEW, STAGING, and PROD environments
  • No infrastructure to manage - Auto-scaling infrastructure that eliminates timeouts and server management
  • Automatic retries - If your task encounters an uncaught error, we automatically attempt to run it again
  • Checkpointing - Tasks are inherently durable, thanks to our checkpointing feature
  • Versioning - Atomic versioning allows you to deploy new versions without affecting running tasks
  • Machines - Configure the number of vCPUs and GBs of RAM you want the task to use
  • Observability & monitoring - Monitor every aspect of your tasks' performance with comprehensive logging and visualization tools
  • Logging & tracing - Comprehensive logging and tracing for all your tasks
  • Tags - Attach up to ten tags to each run, allowing you to filter via the dashboard, realtime, and the SDK
  • Run metadata - Attach metadata to runs which updates as the run progresses and is available to use in your frontend for live updates
  • Bulk actions - Perform actions on multiple runs simultaneously, including replaying and cancelling
  • Real-time alerts - Choose your preferred notification method for run failures and deployments

Write tasks in your codebase

Create tasks where they belong: in your codebase. Version control, localhost, test and review like you're already used to.

import { task } from "@trigger.dev/sdk";

//1. You need to export each task
export const helloWorld = task({
  //2. Use a unique id for each task
  id: "hello-world",
  //3. The run function is the main function of the task
  run: async (payload: { message: string }) => {
    //4. You can write code that runs for a long time here, there are no timeouts
    console.log(payload.message);
  },
});

Deployment

Use our SDK to write tasks in your codebase. There's no infrastructure to manage, your tasks automatically scale and connect to our cloud. Or you can always self-host.

Environments

We support Development, Staging, Preview, and Production environments, allowing you to test your tasks before deploying them to production.

Full visibility of every job run

View every task in every run so you can tell exactly what happened. We provide a full trace view of every task run so you can see what happened at every step.

Trace view image

Getting started

The quickest way to get started is to create an account and project in our web app, and follow the instructions in the onboarding. Build and deploy your first task in minutes.

Self-hosting

If you prefer to self-host Trigger.dev, you can follow our self-hosting guides:

Support and community

We have a large active community in our official Discord server for support, including a dedicated channel for self-hosting.

Development

To setup and develop locally or contribute to the open source project, follow our development guide.

Meet the Amazing People Behind This Project:

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Description
Trigger.dev 支持构建和部署完全托管的 AI Agent 与工作流。|GitHub 镜像 16.1k · 🍴 1.4k
https://github.com/triggerdotdev/trigger.dev Readme Apache-2.0 189 MiB
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