## Summary
Documents AI SDK 7 support in the AI Chat docs. Pairs with the SDK
change in #3833.
- The reference compatibility matrix now lists the v7 peer range and
adds an `@ai-sdk/otel` row.
- A new "AI SDK 7 telemetry" section covers the `@ai-sdk/otel` install,
the automatic registration, and the `TRIGGER_AI_SDK_OTEL_AUTOREGISTER`
opt-out.
- The quick start surfaces the supported `ai` versions (v5/v6/v7) up
front, near where you install.
The reference/example projects (`references/`) now live in their own
repo, https://github.com/triggerdotdev/references, so their heavy,
frequently-changing dependencies are no longer part of this repo's
lockfile and tooling. This removes them here and repoints everything
that referenced them.
- Deletes `references/`; updates the pnpm workspace + lockfile.
- Clears the references-only CI rules and `.vscode` configs.
- Repoints the docs (contributor/agent + one public page) to the new
repo.
- `seed.mts` keeps the local-dev projects (hello-world, d3-chat,
realtime-streams).
## Summary
Documents the new `tools` option on `chat.agent` (companion to #3790).
Adds a dedicated [Tools](/ai-chat/tools) guide: the three places tools
show up (config, `toStreamTextOptions`, `streamText`), why declaring
them on the config matters for `toModelOutput` across turns, static vs
per-turn tools, the typed `run()` payload,
`InferChatUIMessageFromTools`, the relationship to skills, and the
manual `convertToModelMessages` path for `customAgent` loops.
Threads the option through the rest of the guide: the reference tables,
a happy-path section on the backend page, the types page, and the HITL /
skills / tool-result-auditing patterns. Corrects the sub-agents guide,
where the `toModelOutput` compression was implied to work across turns
but silently degraded from turn 2 without config tools.
Also unstacks the three callouts that were piled under the
`chat.agent()` header on the backend page, and adds a changelog entry.
## Summary
Updates the AI chat docs to match the slim-wire + field-level merge
behavior shipped in #3719 and the precise `.in/append` cap +
CORS-readable 413 shipped in #3720. No behavior changes here — code is
correct in `main`; the docs were lagging on three patterns customers
copy out of the page.
## What changed
- **`hydrateMessages` examples upsert by id** (in `lifecycle-hooks.mdx`,
`patterns/database-persistence.mdx`, and
`patterns/persistence-and-replay.mdx`). The previous
`stored.push(newMsg)` pattern duplicated the assistant id on HITL
continuations and caused the LLM to receive a tool call with no
`arguments`. The new examples include the rationale inline.
- **`onValidateMessages` example filters to user messages**
(`lifecycle-hooks.mdx`). The previous example called
`validateUIMessages({ messages, tools })` directly, which now throws on
HITL slim wires (the AI SDK schema requires `input` on resolved tool
parts). New example shows the filter pattern, with a Warning callout
explaining why.
- **Merge contract description updated** (`lifecycle-hooks.mdx`). The
old wording said incoming messages are "auto-merged" / "replaced"; the
new description explains the actual field-level overlay (state advances
only).
- **Approval-responded wire example slimmed** (`client-protocol.mdx`).
Shows the minimum shape the agent reads — `state` + `approval` (or
`output` / `errorText` for HITL). Notes that the built-in transports
ship this slim shape by default and that fuller shapes are still
accepted.
- **`/in/append` 413 row and FAQ updated** (`client-protocol.mdx`,
`patterns/trusted-edge-signals.mdx`). Reflects the new precise S2 cap
and the CORS-readable 413.
- **New changelog entry** at the top of `changelog.mdx` covering all of
the above.
The historical `## 512 KiB ceiling removed` entry further down the
changelog is left as-is (it's a snapshot of the prior transition), and
the v4.5 upgrade-guide section is skipped — the merge contract is
backwards compatible.
## Test plan
- Mintlify dev preview renders cleanly with no broken anchors
- Linked references resolve (`/ai-chat/lifecycle-hooks#hydratemessages`,
`/ai-chat/lifecycle-hooks#onvalidatemessages`,
`/ai-chat/patterns/database-persistence#alternative-hydratemessages`,
`/ai-chat/client-protocol#step-3-send-messages-stops-and-actions`,
`/ai-chat/patterns/large-payloads`)
## Summary
Two docs edits that close a footgun customers persisting transport state
can hit. Clearing `lastEventId` on `chat.endRun()` looks intuitive — the
Run ended, the cursor must be stale — but the cursor is sessionId-keyed,
not runId-keyed. Clearing it forces the next `sendMessages` to subscribe
from `seq_num=0`, which may hit the prior turn's still-durable
`turn-complete` record and close the SSE empty before the new Run's
chunks arrive.
Spells out the invariant in the frontend transport persistence table and
adds a Warning in the `chat.endRun()` reference.
## Test plan
- [x] Mintlify preview renders
- [x] No callout stacking
## Summary
Three post-merge fixes for the AI Agents docs (#3226), all caught by
review after merge.
## Fixes
- **`onTurnComplete` examples now use `db.$transaction`** — both the
Database persistence "Complete example" and the Lifecycle hooks
reference example were doing two separate `await` calls
(`db.chat.update` then `db.chatSession.upsert`). That's the exact
non-atomic pattern the warning earlier on the persistence page calls out
as ❌: a refresh between the two writes reads a stale `lastEventId` and
duplicates the assistant message on resume. Both examples now use the
recommended atomic form.
- **Background injection self-review prose aligned with the code** — the
prose said "gpt-4o-mini" but the example above it had been swapped to
`claude-haiku-4-5`. The Anthropic-sweep script only touched code blocks;
this prose line wasn't picked up.
## Test plan
- [x] Both updated examples use `db.$transaction([...])`
- [x] Prose matches the model used in the code block
- [ ] Mintlify deployment passes
## Summary
Lands the full AI Agents documentation surface alongside the v4.5
release candidate of `@trigger.dev/sdk`. Covers `chat.agent` end to end
— defining agents, lifecycle hooks, the frontend transport, sub-agents,
recovery from cancel/crash/OOM, AI Prompts integration — and the
Sessions primitive that backs it.
## Coverage
- **Conceptual**: Overview, Quick Start, How it works.
- **Building agents**: Backend (`chat.agent` / `chat.createSession` /
raw primitives), Lifecycle hooks, Frontend transport, Server-side
`AgentChat`, Sessions reference, `chat.local` state primitive,
TypeScript types.
- **Features**: AI Prompts integration, Fast starts (Preload + Head
Start), Compaction, Pending Messages (steering), Background Injection
(`chat.inject` + `chat.defer`), Actions (undo / regenerate / edit),
Error handling.
- **Patterns (13)**: Sub-agents, Branching conversations, Code sandbox,
Database persistence, Persistence and replay, HITL, Tool result
auditing, Large payloads, Agent skills, OOM resilience, Recovery boot,
Trusted edge signals, Version upgrades.
- **Reference**: API Reference, Client Protocol (wire format), Testing
harness (`mockChatAgent`), MCP server tools, Upgrade guide, Changelog.
## Structure changes
- Top-level nav: AI → **Agents**, with sub-groups for *Building agents /
Features / Patterns / Reference*.
- New RC banner snippet on every page links to the supported AI SDK
versions table on the API Reference.
- All examples use Anthropic with `stopWhen: stepCountIs(15)`.
---------
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
`tasks.trigger`, `tasks.batchTrigger`, `batch.create`,
`wait.createToken`, `wait.forDuration`, and the input/session stream
waitpoint endpoints all accept a caller-supplied `idempotencyKey` and
store it verbatim against a composite-unique index on `TaskRun`,
`BatchTaskRun`, or `Waitpoint`. The schemas had no length cap, so a
sufficiently long high-entropy key produced an index row larger than the
underlying storage layer can hold. The insert failed at the database,
and the caller saw a generic 500 from
`RunEngineTriggerTaskService.call()` / `CreateBatchService` / waitpoint
creation, depending on the endpoint.
Keys produced by `idempotencyKeys.create()` are 64-character SHA-256
hashes and never trip this — it only manifests for direct REST callers
(or SDK callers passing a raw string they generated themselves).
Low-entropy keys also sail through, because the storage layer compresses
repeated bytes before they reach the index, which is why the failure
mode is intermittent and tied to caller-side key shape.
## Fix
Add `.max(2048, "<field> must be 2048 characters or less")` to the seven
schemas that feed an indexed `idempotencyKey` column:
- `TriggerTaskRequestBody.options.idempotencyKey`
- `BatchTriggerTaskItem.options.idempotencyKey`
- `CreateBatchRequestBody.idempotencyKey`
- `CreateWaitpointTokenRequestBody.idempotencyKey`
- `CreateInputStreamWaitpointRequestBody.idempotencyKey`
- `CreateSessionStreamWaitpointRequestBody.idempotencyKey`
- `WaitForDurationRequestBody.idempotencyKey`
Plus the `idempotency-key` HTTP header on the trigger route (and the
three batch routes that re-export `HeadersSchema`). The header schema is
lifted out of `api.v1.tasks.$taskId.trigger.ts` into
`apps/webapp/app/v3/triggerHeaders.server.ts` so it can be exercised in
tests without dragging the route's import-time side effects.
The 2048 character ceiling is chosen to sit safely under the per-row
index limit while staying generous against existing callers — keys that
fit before still fit. Oversized keys now return a structured Zod 400
instead of a generic 500.
Limit is documented under `Idempotency key` in `docs/limits.mdx` and as
a `<Note>` on `docs/idempotency.mdx`.
## Test plan
- [x] 15 schema unit tests added
(`packages/core/src/v3/schemas/idempotencyKey.test.ts`,
`apps/webapp/test/routes/triggerHeaders.test.ts`) —
rejection-with-message + boundary acceptance for each capped schema. The
webapp test exercises the extracted `TriggerHeadersSchema` directly with
no mocks.
- [x] `pnpm run build --filter @trigger.dev/core`
- [x] `pnpm run typecheck --filter webapp`
- [x] End-to-end verified locally: baseline (small key) → 200; 3000-char
high-entropy header → 400 with the expected Zod error; same key at the
2048 boundary → 200; same key with the cap reverted → the database
rejected the insert and the route returned 500 to the caller. Cap
restored.
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
## Summary
- Recommend deploying NodeLocal DNS and lowering `ndots` to `1` in the
Kubernetes self-hosting guide.
- Recommend storing task events in ClickHouse
(`EVENT_REPOSITORY_DEFAULT_STORE=clickhouse_v2`) in both the Docker and
Kubernetes guides, plus a new row in the webapp env var reference.
When a Node EventEmitter (e.g. node-redis) emits an "error" event with
no
listener attached, Node escalates it to process.on("uncaughtException")
in
the task worker. The worker reported the error via the
UNCAUGHT_EXCEPTION
IPC event but did not exit, and the supervisor-side handler in
taskRunProcess only logged the message at debug level — leaving the
run()
promise orphaned until maxDuration fired and producing empty attempts
(durationMs=0, costInCents=0).
The supervisor now rejects the in-flight attempt with an
UncaughtExceptionError and gracefully terminates the worker (preserving
the OTEL flush window) on UNCAUGHT_EXCEPTION. The attempt fails fast
with
TASK_EXECUTION_FAILED, surfacing the original error name, message, and
stack trace, and falls under the normal retry policy. This mirrors the
existing indexing-side behavior in indexWorkerManifest. Apply the same
handling to unhandled promise rejections, which Node already routes
through uncaughtException by default.
Updates the compute private beta page with the May 1 release entry, plus
a deploy-time warning when `us-east-1-next` is the project default.
The new What's new entry, verbatim:
### May 1, 2026
- **Cold starts are faster across all machine sizes.** Every preset
starts faster, including `micro` and `small-1x` - there's no longer a
cold-start penalty for picking a smaller machine.
- **First runs after a deploy are faster on every preset.** Boot
snapshot creation is significantly quicker across the board, so the cold
path is consistently snappier.
- **`large-1x` and `large-2x` no longer hard-fail.** They're still not
recommended - cold-start performance trails the smaller presets and
we're ironing out reliability issues.
Follow-up to #3472 and #3479.
## Summary
Self-hosters that operate the webapp's ECR account separately from the
account running the EKS workers (e.g., a shared platform account that
hosts the registry plus per-team accounts that host clusters) currently
hit a 403 Forbidden the first time **any** project is deployed:
```
Failed to pull image "<acct-A>.dkr.ecr.<region>.amazonaws.com/<namespace>/proj_…:…":
unexpected status from HEAD request to .../v2/.../manifests/sha256:…: 403 Forbidden
```
`ensureEcrRepositoryExists` in
`apps/webapp/app/v3/getDeploymentImageRef.server.ts` calls
`CreateRepository` and `PutLifecyclePolicy`, but never
`SetRepositoryPolicy` — so the new repo inherits the AWS default (only
the registry-owner account can read/pull). Workers in the cluster
account get 403 every single deploy. The only workarounds today are
running a one-off post-create script or pre-creating every repo by hand.
## Proposed change
Add an optional env var:
```
DEPLOY_REGISTRY_ECR_DEFAULT_REPOSITORY_POLICY (V4 mirror: V4_DEPLOY_REGISTRY_ECR_DEFAULT_REPOSITORY_POLICY)
```
Raw IAM policy JSON. When set, the webapp calls `SetRepositoryPolicy`
immediately after `CreateRepository` so every new repo carries that
policy from creation. Operators control the principal/actions; we don't
bake in any opinions about cross-account boundaries.
Example value (for the typical self-host case — grant pull to the
cluster account):
```json
{
"Version": "2012-10-17",
"Statement": [{
"Sid": "AllowClusterAccountPull",
"Effect": "Allow",
"Principal": {"AWS": "arn:aws:iam::<cluster-account-id>:root"},
"Action": [
"ecr:GetDownloadUrlForLayer",
"ecr:BatchGetImage",
"ecr:BatchCheckLayerAvailability"
]
}]
}
```
## Why env var (not a chart-level field)
- Mirrors the shape of the sibling vars (`DEPLOY_REGISTRY_ECR_TAGS`,
`DEPLOY_REGISTRY_ECR_ASSUME_ROLE_ARN`, etc.) which are already
operator-supplied via `webapp.extraEnvVars` in self-host setups.
- Cloud is unaffected — the env var is optional, unset by default;
existing behavior unchanged.
- Existing repos are unaffected — only newly-created repos get the
policy.
- `RepositoryCreationTemplate` from the AWS provider isn't an
alternative here: it only applies to repos created via
pull-through-cache or replication, not to `ecr:CreateRepository` API
calls.
## Implementation
- `apps/webapp/app/env.server.ts` — declare
`DEPLOY_REGISTRY_ECR_DEFAULT_REPOSITORY_POLICY` and the V4 fallback.
- `apps/webapp/app/v3/registryConfig.server.ts` — propagate
`ecrDefaultRepositoryPolicy` to `RegistryConfig`.
- `apps/webapp/app/v3/getDeploymentImageRef.server.ts` —
`createEcrRepository` accepts the policy; if set, calls
`SetRepositoryPolicy` after `PutLifecyclePolicy`.
- `docs/self-hosting/env/webapp.mdx` — documentation row added under
**Deploy & Registry**.
## Verification
Verified end-to-end against a self-hosted Trigger.dev on EKS where the
ECR account is separate from the cluster account:
- **Without the env var** (current `main`): the new project's first run
pod stays in `ImagePullBackOff` with `403 Forbidden`.
- **With the env var set** to a JSON granting
`ecr:BatchGetImage`/`GetDownloadUrlForLayer`/`BatchCheckLayerAvailability`
to the cluster account: a fresh `trigger.dev deploy --env prod` followed
by a `hello-world` run completes in ~5s end-to-end on the first try.
Manually also confirmed that existing repos are untouched (the call only
fires inside `createEcrRepository`, which only runs when
`DescribeRepositories` returned `RepositoryNotFoundException`).
## Out of scope
- Chart values surface for this — operators already pass the existing
ECR vars via `webapp.extraEnvVars`, so this follows the same pattern.
Happy to add a first-class chart field in a follow-up if that's the
preferred direction.
- IAM-policy validation in the webapp — we forward the JSON verbatim to
AWS and surface AWS's error messages on misuse, matching how
`DEPLOY_REGISTRY_ECR_TAGS` is handled today.
This is a draft pending CI / CodeRabbit pass — happy to iterate on
direction (e.g., split into per-action env vars, or extend the chart
values schema) if any of the above choices feels off.
---------
Co-authored-by: nicktrn <55853254+nicktrn@users.noreply.github.com>
## Summary
Adds `isReplay` boolean to the run context (`ctx.run.isReplay`),
following the same pattern as the existing `isTest`. The value is
derived from the existing `replayedFromTaskRunFriendlyId` database
field, so no schema migration is needed.
## ✅ Checklist
- [x] I have followed every step in the [contributing
guide](https://github.com/triggerdotdev/trigger.dev/blob/main/CONTRIBUTING.md)
- [x] The PR title follows the convention.
- [x] I ran and tested the code works
---
## Testing
- Verified `@trigger.dev/core` builds successfully
- Verified `webapp` typechecks successfully
- All new fields use `default(false)` for backwards compatibility
---
## Changelog
- Added `isReplay` to `TaskRun` and `V3TaskRun` schemas in `common.ts`
- Added `RUN_IS_REPLAY` semantic attribute and wired it in `taskContext`
- Propagated `isReplay` through the dequeue system, run attempt system,
and all execution context construction paths (V1 + V2)
- Added `isReplay` to `DequeuedMessage` and
`TaskRunExecutionLazyAttemptPayload` schemas
- Added patch changeset for `@trigger.dev/core`
- Updated docs: added `isReplay` to context reference, added "Detecting
replays" section to replaying page
---
💯
Link to Devin session:
https://app.devin.ai/sessions/1d6f1b3cc39a4623b72d05bf00f2d70c
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: nick <55853254+nicktrn@users.noreply.github.com>
Adds missing list deployments API page, fixes defaultMachine → machine
in config docs, and clarifies browser CORS usage for wait token
completion with corrected warning placement
This allows seamless migration to different object storage.
Existing runs that have offloaded payloads/outputs will continue to use
the default object store (configured using `OBJECT_STORE_*` env vars).
You can add additional stores by setting new env vars:
- `OBJECT_STORE_DEFAULT_PROTOCOL` this determines where new run large
payloads will get stored.
- If you set that you need to set new env vars for that protocol.
Example:
```
OBJECT_STORE_DEFAULT_PROTOCOL=“s3"
OBJECT_STORE_S3_BASE_URL=https://s3.us-east-1.amazonaws.com
OBJECT_STORE_S3_ACCESS_KEY_ID=<val>
OBJECT_STORE_S3_SECRET_ACCESS_KEY=<val>
OBJECT_STORE_S3_REGION=us-east-1
OBJECT_STORE_S3_SERVICE=s3
```
---------
Co-authored-by: nicktrn <55853254+nicktrn@users.noreply.github.com>
Adds a migration reference for users moving from n8n to Trigger.dev.
Includes a concept map, four common patterns covering the
migration-specific gaps, and a full customer onboarding example. The
onboarding workflow highlights the 3-day wait pattern, an area where
n8n's execution model has known reliability issues at production scale
that Trigger.dev handles natively
Deprecates the syncVercelEnvVars build extension and adds warnings in
both the Vercel integration docs and the extension's own page to prevent
conflicts with the native env var sync
Clarifies in the Query docs that run metadata is not available on the
Query page and that the output column is JSON, so dot notation (e.g.
output.externalId) should be used for selecting and filtering. Adds an
example that filters by an output field in WHERE
Eric Allam
