Example cURL call using an admin user PAT (replace with a real one):
```sh
curl -X PUT https://cloud.trigger.dev/admin/api/v1/environments/<environmentId>/burst-factor \
-H "Authorization: Bearer tr_pat_1234" \
-H "Content-Type: application/json" \
-d '{"burstFactor": 1.5}'
```
Adds a `MicroVM` badge next to the region name on the regions page. Uses
the existing `small` badge variant for visual consistency with the
`Default` badge already on this page.
## Summary
Large error stacks and messages can OOM the worker process when
serialized into OTel spans or `TaskRunError` objects. This was reported
when throwing an error with a massive `.stack` property from a chat
agent hook.
This adds frame-based stack truncation (similar to Sentry's approach)
plus message length limits, applied consistently across all error
serialization paths.
### What changed
**`packages/core/src/v3/errors.ts`**
- `truncateStack()` — parses `error.stack` into message lines + frame
lines, caps at 50 frames (keep top 5 closest to throw + bottom 45 entry
points, with "... N frames omitted ..." in between). Individual lines
capped at 1024 chars.
- `truncateMessage()` — caps error messages at 1000 chars
- Applied in `parseError()` and `sanitizeError()`
**`packages/core/src/v3/otel/utils.ts`**
- `sanitizeSpanError()` now uses `truncateStack` and `truncateMessage`
from `errors.ts` instead of duplicating truncation logic
- Non-Error values (strings, JSON) capped at 5000 chars
**`packages/core/src/v3/tracer.ts`**
- `startActiveSpan` catch block now delegates to `recordSpanException()`
instead of calling `span.recordException()` directly
### Limits
| What | Limit | Rationale |
|------|-------|-----------|
| Stack frames | 50 | Matches Sentry's `STACKTRACE_FRAME_LIMIT` |
| Top frames kept | 5 | Closest to throw site |
| Bottom frames kept | 45 | Entry points / framework frames |
| Per-line length | 1024 | Matches Sentry, prevents regex DoS |
| Message length | 1000 | Bounded but generous |
| Generic string (non-Error) | 5000 | Fallback for JSON/string errors in
spans |
## Test plan
- [x] 17 unit tests in `packages/core/test/errors.test.ts`
- [x] E2E: threw a 300-frame / 5000-char-message error in the ai-chat
reference app, verified truncated stack and message in span via
`get_span_details`
- [x] Verified the run survived the error (no OOM, continued waiting for
next message)
Two changes to cut error volume from logs that represent handled
conditions, not real errors (combined ~1600/hr in prod):
1. api.v1.waitpoints.tokens.$waitpointFriendlyId.complete.ts
The route throws `json(..., { status: 404 })` when a waitpoint
isn't found, but the generic catch block caught that Response,
logged it as an error (with an empty {} body because Error fields
are non-enumerable), and rethrew as a 500 — so clients saw a 500
instead of the intended 404, and every stale-waitpoint request
produced a Sentry event.
Fix: re-throw Response objects unchanged so the correct status
propagates and we don't log user 404s as errors. Also serialize
remaining Error instances explicitly (name/message/stack) so the
logs are actionable when we do hit a real error.
2. v3/marqs/sharedQueueConsumer.server.ts:603
"Task run has invalid status for execution. Going to ack" — the
message itself says we're handling it gracefully. Benign race
between dequeue and completion/cancellation. Demote to warn.
## Summary
Nests the `TaskRunExecutionSnapshot` creation inside the
`taskRun.update()` Prisma call in the dequeue flow, reducing **2 DB
commits → 1** per dequeue operation. This is the highest-volume of the
five unmerged flows identified in TRI-8450 (~9,200 commits/sec on the
engine service).
**Pattern**: Follows the same nested-write approach already used in the
completion path (`runAttemptSystem.ts:735`) and trigger path
(`engine/index.ts:674`).
**Changes**:
- `dequeueSystem.ts`: Moved snapshot creation into `executionSnapshots:
{ create: {...} }` within the existing `taskRun.update()`. Pre-generates
the snapshot ID via `generateInternalId()` (plain cuid, matching what
Prisma's `@default(cuid())` produces) so the event emission, heartbeat
enqueue, and return value can all be constructed from data already in
scope — **no extra DB read needed** after the merged write.
`SnapshotId.toFriendlyId()` is used only for the return value's
`friendlyId` field, matching the original `createExecutionSnapshot`
behavior.
- `executionSnapshotSystem.ts`: Added public
`enqueueHeartbeatIfNeeded()` method that exposes the heartbeat
scheduling logic (previously only available internally via
`createExecutionSnapshot`). This is needed because `PENDING_EXECUTING`
requires a heartbeat, unlike the `FINISHED` status in the completion
reference pattern. This method is reusable by future merge targets
(retry-immediate, checkpoint, cancel, requeue).
**Net DB change per dequeue**: eliminates 1 write transaction (the
separate `TaskRunExecutionSnapshot.create`). No extra reads added — the
snapshot ID is pre-generated and the `executionSnapshotCreated` event
payload is constructed inline from values already available in the
closure.
## Review & Testing Checklist for Human
- [ ] **Verify manually-constructed event payload matches DB state**:
The `executionSnapshotCreated` event is now built inline (not read back
from DB). Confirm the field values (`runStatus: "PENDING"`,
`attemptNumber`, `checkpointId`, `workerId`, `runnerId`,
`completedWaitpointIds`) match what Prisma actually writes. A mismatch
here would be silent — event consumers would get stale/wrong data.
- [ ] **Verify `attemptNumber` source is equivalent**: Old code used
`lockedTaskRun.attemptNumber` (post-update result). New code uses
`result.run.attemptNumber` (pre-update). The `taskRun.update()` data
payload does NOT include `attemptNumber`, so they should be identical —
but confirm this assumption holds for all dequeue scenarios (e.g.
retried runs).
- [ ] **Verify `isValid` defaults to `true` in schema**: The old
`createExecutionSnapshot` explicitly set `isValid: error ? false :
true`. The nested create omits `isValid` (no error in the dequeue happy
path). Confirm the Prisma schema default for
`TaskRunExecutionSnapshot.isValid` is `true`.
- [ ] **Verify `runStatus: "PENDING"` hardcoding matches the mapping**:
The old code passed `lockedTaskRun.status` ("DEQUEUED") to
`createExecutionSnapshot`, which mapped it to "PENDING" via `run.status
=== "DEQUEUED" ? "PENDING" : run.status`. The new code hardcodes
`"PENDING"` directly. This is correct but brittle if `status` ever
changes from "DEQUEUED" to something else upstream.
- [ ] **Spot-check `completedWaitpoints` connect + order logic**: The
nested create replicates the connect/order logic from
`createExecutionSnapshot` (lines 387-393). Verify the
`snapshot.completedWaitpoints` type provides `id` and `index` fields
compatible with this usage.
- [ ] **Verify `checkpoint` in return value**: The return now uses
`snapshot.checkpoint` (from the *previous* snapshot) instead of reading
the newly-created snapshot's checkpoint relation. Since `checkpointId`
is passed through unchanged, they should be identical — but worth a
sanity check.
**Recommended test plan**: deploy to staging, run the
`sample_pg_activity.py` sampler for a 5-minute window, and verify the
COMMIT count drop on the engine service + proportional `IO:XactSync`
reduction.
### Notes
- This only covers the **dequeue** flow (flow #1 from TRI-8450). The
remaining four flows (retry-immediate, checkpoint, requeue, cancel) are
separate follow-ups.
- The new `enqueueHeartbeatIfNeeded` method is deliberately designed for
reuse by those follow-up PRs.
- CI note: the `priority.test.ts` failure in shard 7 is a flaky ordering
assertion unrelated to this change (it compares `friendlyId` values in
dequeue order). The `audit` check is also pre-existing/unrelated.
Link to Devin session:
https://app.devin.ai/sessions/034fe0e7224f49278a2de260203e1377
Requested by: @ericallam
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Eric Allam <eallam@icloud.com>
Wraps getEntitlement in platform.v3.server.ts with the existing
platformCache (LRU memory + Redis) under a new `entitlement` namespace.
Eliminates a synchronous billing-service HTTP round trip on every
trigger.
Cache config: 60s fresh / 60s stale SWR. Cache key is the
organization id. Errors are caught inside the loader and return the
existing permissive { hasAccess: true } fallback, which is also
cached to prevent thundering-herd on billing outages.
Trade-off: plan upgrade/downgrade is now visible after up to ~120s
worst-case (60s fresh + 60s stale revalidation). Acceptable since
the existing limits and usage namespaces use 5min/10min, and the
defensive hasAccess: true fallback already exists.
Replace the expensive DISTINCT query for task filter dropdowns with a
dedicated TaskIdentifier registry table backed by Redis. Environments
migrate automatically on their next deploy, with a transparent fallback
to the legacy query for unmigrated environments. Also fixes duplicate
dropdown entries when a task changes trigger source, and adds
active/archived grouping for removed tasks. Moves BackgroundWorkerTask
reads in the trigger hot path to the read replica.
Pool Redis connections for non-blocking ops (ingestData, appendPart,
getLastChunkIndex)
using a shared singleton instead of new Redis() per request. Use
redis.disconnect()
for immediate teardown in streamResponse cleanup. Add 15s inactivity
timeout fallback.
Fix broken request.signal in Remix/Express by wiring Express
res.on('close') to an
AbortController via httpAsyncStorage. All SSE/streaming routes now use
getRequestAbortSignal() which fires reliably on client disconnect,
bypassing the
Node.js undici GC bug (nodejs/node#55428) that severs the signal chain.
Extends the admin worker groups endpoint with a GET loader and more
fields on POST (type, hidden, workloadType, cloudProvider, location,
staticIPs, enableFastPath), and pulls the PAT + admin check that was
inlined or locally duplicated across every admin.api route into a shared
helper in personalAccessToken.server.ts. The generic
authenticateAdminRequest returns a discriminated result;
requireAdminApiRequest is the thin Remix loader/action wrapper that
throws. The neverthrow-style route (platform-notifications.ts) now
composes the generic helper instead of duplicating the check. Verified
locally against GET (listing) and POST (new fields, invalid enum,
minimal backwards-compat).
## Summary
Upgrades all `@remix-run/*` packages in `apps/webapp` from **2.1.0 →
2.17.4** to address security vulnerabilities. Recreation of #2951 on a
fresh checkout of `main`.
**Updated packages (`apps/webapp/package.json`):**
- `@remix-run/express`, `@remix-run/node`, `@remix-run/react`,
`@remix-run/serve`, `@remix-run/server-runtime`: 2.1.0 → 2.17.4
- `@remix-run/router`: ^1.15.3 → ^1.23.2
- `@remix-run/dev`, `@remix-run/eslint-config`, `@remix-run/testing`:
2.1.0 → 2.17.4
**Root `package.json` overrides:**
- `@remix-run/dev@2.17.4>tar-fs`: 2.1.3 → 2.1.4
- `testcontainers@10.28.0>tar-fs`: 3.0.9 → 3.1.1
**Documentation:** Updated Remix version references in `CLAUDE.md`,
`apps/webapp/CLAUDE.md`, and `.cursor/rules/webapp.mdc`.
**Server changes:** Added `.server-changes/upgrade-remix-security.md`
for release tracking per `CONTRIBUTING.md`.
No application code changes — only `package.json` files, documentation,
a server-changes entry, and the regenerated `pnpm-lock.yaml`.
### Updates since last revision
Addressed all 3 Devin Review findings:
1. **Missing `.server-changes/` file** — added
`.server-changes/upgrade-remix-security.md` (commit ce22a0bd4)
2. **Sentry Remix patch (`@sentry/remix@9.46.0`)** — verified the patch
at `patches/@sentry__remix@9.46.0.patch` applies cleanly against 2.17.4.
The patch modifies Sentry's own `RemixInstrumentation` wrapper (removing
`request.clone()` and form data attributes), not Remix internals. The
underlying Remix APIs it hooks into (`callRouteAction`,
`callRouteLoader`) are stable across 2.1→2.17.
3. **`remix-typedjson@0.3.1` compatibility** — peer deps declare
`@remix-run/react: ^1.16.0 || ^2.0`, covering 2.17.4. Confirmed working
at runtime across all 22 tested pages that use it (root.tsx, hooks,
route loaders).
### Verification performed during this session
- **Runtime:** Express+Remix integration, magic link login, client-side
routing, MetaFunction rendering
- **Operational:** hello-world task triggered via API, runs list, run
detail, tasks page
- **Comprehensive UI:** 22 pages, 11 filter types, environment/project
switchers, interactive elements
- **Docker:** Production Dockerfile (`docker/webapp/Dockerfile`) builds
successfully
- **Changelog audit:** All 16 minor versions reviewed — every breaking
change is behind opt-in future flags the webapp doesn't enable
## Review & Testing Checklist for Human
- [ ] **Verify auth flows in staging** — `remix-auth`,
`remix-auth-email-link`, and `remix-auth-github` declare peer deps on
`@remix-run/server-runtime@^1.x`, which is now 2.17.4. Login (magic link
+ OAuth) should be tested in a staging environment since local dev
testing may not exercise all auth code paths.
- [ ] **Verify tar-fs override versions** resolve the targeted security
advisories (2.1.4 and 3.1.1)
- [ ] **Review new transitive dependencies** added by the upgrade:
`turbo-stream@2.4.1`, `undici@6.25.0`, `valibot@1.3.1`, `ws@7.5.10`
Recommended test plan: deploy to staging and exercise core webapp flows
— login (email magic link + GitHub OAuth), dashboard navigation, task
triggering/viewing, and API endpoints — to catch runtime regressions not
covered by local testing.
### Notes
- Peer dependency warnings for `remix-auth-*` packages (expecting
`@remix-run/server-runtime@^1.x`) were present in the original PR #2951
as well and appear to be pre-existing
- The lockfile diff is large (~1200 lines) but mechanical — driven by
the Remix version bump cascading through transitive dependencies
- CI failures (`audit`, `units/internal/1-of-8`) are unrelated: `audit`
is a `claude-code-action` bot permissions issue; the internal test
failure is a ClickHouse testcontainers `Failed to connect to Reaper`
flake
Link to Devin session:
https://app.devin.ai/sessions/d9fa9953b9bf40e5a8d12b8f5ba5b86b
Requested by: @ericallam
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Eric Allam <eallam@icloud.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
The TaskRun.runTags string array already stores tag names, making the
TaskRunTag M2M relation redundant write overhead. Remove createTags
calls, connect: tags, and join table writes from both V1 and V2 trigger
paths. Simplify the add-tags API to just push to runTags directly.
## 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>
Adds region-level gating so MICROVM regions are only visible and usable
by orgs with the `hasComputeAccess` feature flag. Admins and explicit
allowlist behavior unchanged.
- New shared helper (`regionAccess.server.ts`) with
`resolveComputeAccess`, `defaultVisibilityFilter`, and
`isComputeRegionAccessible`
- `RegionsPresenter` filters out MICROVM regions for non-compute orgs
- `SetDefaultRegionService` blocks setting a MICROVM region as default
without compute access
- `WorkerGroupService` blocks triggering runs in MICROVM regions without
compute access
- `computeTemplateCreation` refactored to use shared
`resolveComputeAccess`
- Updated snapshot callback schema
Sets `application_name` on the Prisma writer and replica connection
strings using the existing `SERVICE_NAME` env var, so DB load can be
attributed by service.
A single "fetch failed" from the object store was aborting the entire
batch stream with no retry. Added p-retry (3 attempts, 500ms-2s backoff)
around ploadPacketToObjectStore so transient network errors self-heal
server-side instead of propagating to the SDK.
### Text wrapping fix
- Fixes message text not wrapping on the run inspector if there were no
spaces in the text
- Fixes inspector title truncation
- Adds a copy text button for the Message property
<img width="468" height="740" alt="CleanShot 2026-04-04 at 10 19 02@2x"
src="https://github.com/user-attachments/assets/71e42bf3-d103-44a2-b3b4-937c0b60a4bc"
/>
This is a small improvement mainly with the UI Skills file:
- Animate open and close the Resizable panels
- Uses the built in animation hooks from react-window-splitter
- Includes a global variable for the animation easing and timing for
consistency
https://github.com/user-attachments/assets/50ed0019-ed12-4e08-b95c-7c6d1fe5bac0
## Summary
- Drop all 8 foreign key constraints on TaskRun. The run listing path is
now fully ClickHouse-backed so we no longer need Postgres to enforce
referential integrity on this table. The FK constraints add write
overhead on every insert/update with no remaining benefit. Prisma
queries are unaffected.
- Remove PostgresRunsRepository and its associated feature flag
(runsListRepository), which was the last remaining code path querying
TaskRun directly for list/count operations.
- Drop three indexes that were only useful for the Postgres run list
path and have no remaining query consumers:
- TaskRun_runtimeEnvironmentId_id_idx — was the cursor pagination index
for PostgresRunsRepository; superseded by the (runtimeEnvironmentId,
createdAt DESC) composite index
- TaskRun_scheduleId_idx — redundant with the (scheduleId, createdAt
DESC) composite index; no direct Postgres queries filter by scheduleId
alone
- TaskRun_rootTaskRunId_idx — no queries filter TaskRun by rootTaskRunId
as a WHERE clause anywhere in the codebase
All index drops use CONCURRENTLY IF EXISTS to avoid table locks in
production.
## Test plan
- pnpm run db:migrate:deploy applies all migrations cleanly
- pnpm run typecheck --filter webapp passes
- Run list pages load correctly in the dashboard (ClickHouse path)
- Scheduled task runs still trigger and appear correctly
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
- Added versions filtering on the Errors list and page
- Added errors stacked bars to the graph on the individual error page
---------
Co-authored-by: James Ritchie <james@trigger.dev>
D-K-P