## What & why
This is the system behind the Dashboard Agent — an assistant that
answers questions about a project's runs, errors, queues, deploys and
health, and can investigate failures end to end.
The agent runs as a chat.agent task in its own Trigger project. It has
no access to the main database or ClickHouse; all platform data is read
through the public API using a delegated, read-only user token.
Everything here is behind `canAccessDashboardAgent` and inert with the
flag off. The UI that mounts the panel lands in #4529.
## Stack
`#4418` (this, base) ← `#4529` UI ← `#4525` Watch ← `#4516` storybook
gallery. The scenario/contract reference for the whole stack is
`internal-packages/dashboard-agent/GUIDEBOOK.md` (it lands on the Watch
branch): it states, per feature, what makes each thing happen and where
that is decided.
## What's inside
**Agent runtime and tools** — `internal-packages/dashboard-agent`:
prompt, tool set (API reads, TRQL query, docs, navigation,
evidence/investigations, repo source), conversation compaction, a
prompt-prefix token budget pinned by snapshot test, and sampled
LLM-judged turn evals. The package cannot import webapp server code,
which is what makes the "no DB access" claim structural rather than a
convention.
**Contracts** — `internal-packages/dashboard-agent-contracts`:
`trigger://` URIs, intents, and the block envelope every rendered card
travels in.
**Conversation store** — `internal-packages/dashboard-agent-db`: drizzle
over postgres-js in its own `trigger_dashboard_agent` Postgres schema,
plus one additive migration.
**Auth boundary** — the user-actor token gains an optional environment
claim; one guard (`userActorEnvironment.server.ts`) enforces it so
routes don't each re-derive the rule. Token minting, cap ceiling, and
the RBAC fallback path for self-hosted.
**Transport** — webapp resource routes that mint the token and proxy
each turn, and SDK-side mid-turn reconnect.
**Public API the agent reads through** — orgs, projects, environments,
runs, queue metrics, workers, a run's commit metadata, repo snapshot,
reports, and `POST /api/v1/query`.
**Reports** — the health report's layout is declared once and shared by
the card, the markdown surface and the JSON/MCP surface, so the same
report reads the same in the dashboard, the terminal and an editor.
**Block renderers** — the report and investigation cards the flows above
already emit (`app/components/dashboard-agent/`). The panel that hosts
them, and the rest of the chat UI, is #4529.
**Query safety and CSP** — see below.
## Key decisions
- **The agent is a separate Trigger project, not webapp code.** It reads
platform data over the public API with a delegated user-actor token
whose `cap` ceilings it to read scopes. No Prisma, no ClickHouse, no
webapp imports.
- **The PAT-only auth helper now refuses user-actor tokens.** This is an
intentional behavioral change: its callers consume only a bare userId
and do not enforce delegated-token capabilities. Actor-aware routes
continue through the scoped route builders instead.
- **RBAC fallback builds a delegated token's ability from its own cap**,
never the blanket ability a PAT gets (read-only when the token declares
none). Without this, the agent's read-only cap would buy a write JWT on
self-hosted.
- **Org creation checks RBAC only for user-actor tokens, and only after
the env gate**, so an install with `ORG_CREATION_API_ENABLED` off
returns 404 rather than 403, and an ordinary PAT never consults an
ability the route has no org to scope. Both orderings are pinned by
test.
- **The query path is read-only in depth.** TRQL rejects write
statements at the grammar level (they don't parse, rather than being
filtered), ClickHouse runs with `readonly=1`, and the org/project/env
filters are injected server-side from the credential — the request body
cannot widen scope. An unparseable query denies instead of falling
through to the permissive resource.
- **Document-wide img-src CSP.** Remote images are an
outbound-request/exfiltration surface, so the policy permits only
own-origin/data/blob, the required SSO avatar hosts, and the favicon
endpoint. Operators can add exact origins through CSP_IMG_SRC_ALLOWLIST;
wildcard hosts and bare schemes are intentionally not allowed.
- **The chat transport reconnects on a mid-turn EOF**
(`@trigger.dev/sdk`). A body that ends without a turn-complete is
terminal only when the server says `X-Session-Settled: true`; otherwise
the transport resubscribes from `lastEventId` with bounded backoff, and
any record re-earns the budget. Previously a closed long-poll window or
a proxy restart left the reply stuck as if still generating.
- **Conversations live in their own datastore**, schema-scoped and
foreign-key-free (it references `organizationId`/`userId` by id, because
in cloud it is a different database). It is a display read-model for the
History tab and transport resume; `chat.agent`'s object-store snapshot
remains the model's source of truth.
- **Deterministic first.** Reports and health checks contain no LLM —
they are computed from the same data the dashboard shows, and the model
only narrates and links them. That is what makes a number in an answer
auditable.
## Testing
- 63 new test files, run with `pnpm run test --filter webapp` and
per-package vitest. Heaviest coverage on the auth boundary
(`userActorPatOnlyBoundary`, `userActorTokenClaimsAndScopes`,
`contextlessPatRoutes`, `rbacFallbackBranch`), TRQL read-only, the
report layout, and the SDK reconnect.
- The agent package has a separate eval lane (`pnpm run test:evals`,
`vitest.eval.config.ts`) that hits the real model, so it never runs in
`pnpm test`.
- Live-tested against a local stack scenario by scenario; the GUIDEBOOK
lists the condition each behaviour is expected under, which is what
those runs were checked against.
## Changelog
`.server-changes/dashboard-agent.md`, plus changesets for
`@trigger.dev/core` (report schemas), `@trigger.dev/sdk` (chat
reconnect) and the CLI's `mint-token` help text.
Most deploy-flow API calls shared the general per-environment rate limit
bucket with all of that environment's runtime traffic, so an org with
heavy API usage could intermittently 429 its own deploys; the
`/api/v*/deployments` endpoints themselves were fully exempt from rate
limits as a stopgap
([#2774](https://github.com/triggerdotdev/trigger.dev/pull/2774)), which
promised a dedicated limiter as the follow-up. This is that follow-up:
the whole deploy-flow group now runs on its own budget, separate from
runtime API limits.
### Design
A new `deploymentRateLimiter` covers every endpoint the deploy flow
depends on: the `/api/v*/deployments` group, the env API key exchange
(`/api/v1/projects/:ref/:env`), build-time env var resolution and sync
(`/envvars`, `/envvars/:slug/import`), preview branches,
`/api/v1/remote-build-provider-status` and `/api/v1/artifacts`. The
general API limiter whitelists the same shared path list, so exactly one
limiter applies to each path and the two can't drift apart.
Buckets are keyed per environment for environment API keys and per token
for the PAT-authenticated phase of a CLI deploy (whoami, key exchange,
branches). The deploy budget is controlled via the
`DEPLOYMENT_RATE_LIMIT_*` env vars.
## What
Rate-limit the API by **environment** rather than per API key.
Previously the limiter keyed its bucket on the hash of the full
`Authorization` header — one bucket per key. With additional environment
API keys (`tr_*_sk_*`), an environment can mint many keys and each got
its own full bucket, so more keys = higher effective rate limit. This
collapses all of an environment's keys onto a single shared
per-environment bucket, so the ceiling is exactly the configured limit
regardless of key mix.
## How
- `authorizationRateLimitMiddleware` now lets the override return `{
config?, identifier? }`. `identifier`, when present, is the rate limit
bucket key; otherwise it falls back to the hashed `Authorization` header
(unchanged legacy behavior, still used by `engineRateLimiter` and any
unauthenticated fallthrough).
- `apiRateLimiter`'s override resolves the environment id and uses it as
the identifier:
- **Additional keys** (`isAdditionalApiKey`) resolve via a new
`resolveAdditionalApiKeyRateLimitScope()` — a **scope-agnostic** keyHash
→ (environmentId, org limiter config) lookup. It is deliberately
permissive (restricted keys resolve too) because it's used **only for
bucketing, never as an auth decision** — request auth still goes through
the RBAC bearer controller, which enforces scopes. Revoked/expired keys
are excluded so they can't hold a bucket warm.
- **Root/legacy keys** reuse the environment already resolved by
`authenticateAuthorizationHeader` and key on `environment.id` too.
- The identifier is always the stable environment id, never the secret
key (which can rotate and would split the bucket).
- The whole override result is cached per key by the existing SWR cache,
so **no extra per-request lookup and no separate Redis mapping** is
added.
## Behavior notes
- Root + additional keys of the same environment now share one bucket
(ceiling = configured limit, not a multiple of it). Restricted
additional keys are included — they were the biggest gap, since they
authenticate via the RBAC controller and previously fell back to per-key
buckets.
- **Public JWTs** keep their existing fixed-window, per-token bucketing.
- One-time bucket reset on deploy (bucket keys change); harmless.
## Tests
- New: two tokens resolving to the same identifier share one bucket.
- New: with no identifier, bucketing stays per-key (legacy behavior
preserved).
- Updated existing override tests to the new `{ config }` return shape.
Base: `feat/multi-keys-surface`. Closes TRI-12888.
## Summary
`batchTriggerAndWait()` could leave a parent run waiting forever. The
2-phase batch API blocks the parent on the batch's waitpoint as soon as
the batch is created, but the batch is only sealed at the end of item
streaming. If streaming never completed, nothing sealed the batch,
nothing completed the waitpoint, and the parent stayed suspended with no
timeout and no way to recover.
Supersedes #4016, which added the reaper alone.
## Fix
Admission for item streaming was being decided twice. Batch creation
passes its own rate limiter, which fixes `expectedCount` and blocks the
parent, and then the item stream had to pass the general API limiter as
well, competing with unrelated traffic. A second limiter could therefore
veto work the first had already committed the parent to. Creation now
mints a bounded grant that the item stream spends, so an admitted batch
can finish streaming. The grant is capped per batch rather than
exempting the path, and every failure mode (no grant, spent grant,
unreachable store) falls back to the normal limiter.
That makes stranding much rarer but not impossible, since a request
timeout or a crash can still end streaming for good. So a seal-timeout
reaper aborts any batch still unsealed after `BATCH_SEAL_TIMEOUT_MS` and
completes the parent's waitpoint with an error, letting
`batchTriggerAndWait()` reject instead of hang. It is race-safe against
a late seal, and it is only scheduled for batches that actually block a
parent, so fire-and-forget batches cost nothing.
Finally, the batches page used to report "Batch completion checked." for
these batches while doing nothing, because the completion path returns
early on an unsealed batch. It now says the batch cannot be resumed.
Rate limiting is no longer the reason a batch strands, so the reaper's
default stays at 30 minutes, comfortably above the SDK's worst-case
stream-retry budget.
## Verification
Unit and container tests cover the grant cap, the bypass ordering (it
runs after the authorization check, so it can never skip
authentication), and the reaper's abort, seal race, idempotency, and
no-waitpoint cases.
Also verified end-to-end against a running stack. With the general limit
exhausted, batch creation and other API calls returned 429 while a
granted batch still streamed and sealed; an ungranted batch id was rate
limited rather than bypassed; and the grant cut off exactly at its
configured attempt count. Reproducing the stranded state on a real
parent run, the batch was aborted at the timeout, the waitpoint
completed with an error, and the parent resumed and finished instead of
hanging. A parentless batch left unsealed was untouched well past the
reaper window.
## Verified against deployed runs
The reaper was proven end to end with a real deployed run (locally-run
supervisor, containerised
run) and a real network fault, rather than a simulated one: toxiproxy
severs the phase 2 item
stream mid-flight so every SDK stream retry genuinely fails, while phase
1 still succeeds. Only
the batch calls traverse the fault, so control-plane traffic is
untouched.
The reproduction is the shape that actually strands a parent: the task
catches the
`BatchTriggerError` the SDK throws and carries on, so the phase 1 block
outlives the thrown error
and the parent hangs at its next suspension point.
With the reaper disabled, the parent sat in `EXECUTING_WITH_WAITPOINTS`
for over 24 minutes holding
two blockers, and stayed stuck across a full infrastructure restart:
```
type | status | has_timeout
BATCH | PENDING | f <- orphan, completedAfter NULL
DATETIME | COMPLETED | t <- the wait already elapsed
```
With the reaper enabled the same task under the same fault completed in
about 75 seconds with zero
blockers left, the batch `ABORTED`, and its waitpoint completed carrying
the error.
Two conditions are required to observe this at all, which is worth
knowing for any future test:
the run must be deployed rather than `trigger dev` (dev runs execute in
process and finish while
still holding blocker rows), and the wait after the caught error must
exceed the checkpoint
threshold, or it is served in process and never suspends.
### Why completing the batch waitpoint is sufficient
`batchTriggerAndWait` runs create, then stream, then wait. A phase 2
failure throws before the wait
is ever reached, and the reaper only fires on an unsealed batch, so the
parent is never suspended
awaiting the batch when it runs. The parent therefore does not need a
synthetic result, only to stop
being blocked. Note this reasoning depends on that ordering: if the wait
were ever reached with an
unsealed batch, completing the batch waitpoint alone would not settle
the caller.
## Follow-ups
- Batches stranded before this ships still need a one-off recovery; the
reaper only schedules at creation time.
- That same property leaves a gap if the process dies between creating
the batch and scheduling the job. A periodic sweep would close it, but
wants a supporting index.
- When a partially streamed batch aborts, children already enqueued keep
running while the parent fails. Left as-is deliberately, since
cancelling triggered work is a bigger semantic call.
Once this is merged, oxlint is at a pretty sensible baseline.
**Enable `no-unused-vars`, `typescript/consistent-type-imports`, and
`import/no-duplicates` lint rules**
Turns on three previously-disabled oxlint rules across the monorepo and
fixes all violations:
- **`no-unused-vars`** – enabled as an error with standard ignore
patterns: unused function arguments are ignored by default (`args:
"none"`), variables/caught errors/destructured array elements prefixed
with `_` are allowed, and rest siblings are permitted.
- **`typescript/consistent-type-imports`** – enforced as an error; all
type-only imports now use the `import type` syntax.
- **`import/no-duplicates`** – enforced as an error; duplicate import
statements from the same module have been merged.
The remaining commits clean up the violations found across the codebase:
removing unused variables/imports/type aliases, adding `_` prefixes to
intentionally unused bindings, fixing duplicate imports, and converting
value imports to `import type` where appropriate.
(`OBJECT_STORE_BASE_URL`) and a named protocol provider
(`OBJECT_STORE_DEFAULT_PROTOCOL=s3`), chat.agent session snapshot writes
landed in the named provider but reads fell through to the default — so
the recovery boot couldn't find the snapshot it had just written.
After a mid-stream cancel, the missing snapshot triggered a fallback
replay path that dropped the user's follow-up message, leaving the chat
stuck in `submitted` indefinitely.
Fix:
- New `/api/v1/sessions/:id/snapshot-url` route handles PUT + GET
symmetrically — both prefix unprefixed keys with
`OBJECT_STORE_DEFAULT_PROTOCOL` so they always round-trip through the
same store.
- `Session.chatSnapshotStoragePath` persists the resolved URI on first
write so future protocol changes don't strand existing snapshots.
Reads prefer the stored URI and fall back to the computed default for
pre-column sessions.
- SDK calls `createChatSnapshotUploadUrl` / `getChatSnapshotUrl`; the
generic v1/v2 packets endpoints are unchanged.
## Test plan
- [x] Configure local with two providers (R2 default + MinIO `s3` named)
and `OBJECT_STORE_DEFAULT_PROTOCOL=s3`.
- [x] Reproduce hang: send a message, cancel mid-stream, send another —
without the fix it hangs in `submitted`; with the fix it streams.
- [x] Snapshot lands in the `s3`-protocol bucket and
`Session.chatSnapshotStoragePath` is set after first write.
- [x] SDK unit tests pass; webapp typecheck passes.
Adds Sessions, a durable, run-aware stream primitive that scopes
session.in / session.out records to a session (not a single run).
Records survive run boundaries; reconnect-from-last-event-id is built in.
Server foundation:
- New /realtime/v1/sessions/:session/:io/append + /records routes
- sessionRunManager + sessionsRepository + clickhouseSessionsRepository
- mintRunToken for short-lived per-session tokens
- s2Append retry-with-backoff + undici cause diagnostics
- /api/v[12]/packets/* exempt from customer rate limits
- BackgroundWorker schema gains taskKind enum (TASK, AGENT, SCHEDULED)
- TaskRun.taskKind column + clickhouse 029_add_task_kind_to_task_runs_v2
Core types:
- new sessionStreams, inputStreams, realtimeStreams packages in @trigger.dev/core
- session-streams-api / realtime-streams-api surface
Sessions dashboard UI (the primitive's own viewer):
- /sessions index + detail routes
- SessionsTable, SessionFilters, SessionStatus, CloseSessionDialog
- AGENT/SCHEDULED filter in RunFilters + TaskTriggerSource
Includes the sessions-primitive changeset.
Deployments are affected by general API rate limits, this is just a
quick fix by whitelisting the deployment related endpoints. In a follow
up PR we'll add a separate rate limiter for this group of endpoints.
* Initial commit with a plan for what we’re going to do
* Some initial types and improved plan
* Add Waitpoint resolver
* Add resolver + status index
* Remove type + status index
* Only drop if exists
* Remove type index
* Update waitpoint list presenter to use resolver
* Added resolver to the engine
* Made the existing waitpoint list presenter more flexible
* Initial implentation ofr wait.forHttpCallback()
* Added the callback endpoint (no API rate limit)
* schema version
* Added jsdocs, removed schema version because of errors
* Show callback URL if it’s set
* Dashboard pages and panels
* Remove todos
* Added temporary icon
* Added a blank state
* Some tweaks and added a Replicate example
* Implement unwrap() for httpCallback
* Added unwrap to wait.forToken() as well
* Improved jsdocs
* Added docs
* Added unwrap to the token docs
* Show a dash if there are no tags
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
* Make the timeout error safer
* Fixed migrations… should use id desc not createdAt desc
* Fixed page title
* Fixed migration so it only adds them if they don’t exist. This allows us to manuall run in cloud first
* Respect the max content length by getting the length of the body
* Added more docs details about the callback format
* Remove code comment
* Improved the error
* Added a hash to the HTTP callback URLs
* Add the apiKey to the API input type to fix TS error
* Return the error responses. They were being caught and not preserved
* The content-length header is required. Deal with an empty body
* Removed unused types
* Added some new span icons
* Reworked http callback to be a create call then just use wait.forToken()
* Added a changeset
* Updated the docs
* Updated the wait overview docs
* Simplify to just a call
* WIP stripping right back to waitpoints just having a URL associated with them…
* More deletions
* Remove missing icon
* Updated the changeset
* Add URL to the token return types
* Remove wait for http callback page
* Updated docs
* More tidying
* Type and import fix
* Remove unused import
* Some type fixes for the retrieve
---------
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
* Remove unnecessary disabled org check
* Add support for separate redis servers for caching, rate limiter, marqs, and the pub/sub stuff (they all default to the previously used env vars for redis)
* Stop using Response errors when validating API Keys, instead introduce a new "Result" type that has success and failure conditions. Adding in a way to progressively adopt because this touches everything.
* Make sure authenticateApiRequestWithFailure always returns a result
* Denormalize run tags, increase character limit to 128
* WIP realtime subscribing to runs
* extracted the stream stuff into core, made it more reusable
* WIP tags
* Remove tags for now because it’s not support in electric
* Support async iterables, readable stream, and callback style subscription styles
* Remove tags streaming endpoint
* Add realtime rate limits and scope them to the /realtime path
* WIP rate limt per org
* Introduce per org rate limits
* WIP JWT auth
* Move migrations into new internal db package
* Resolve pnpm lock file
* Authenticating to the realtime API with JWTs are working
* realtime in the client
* Created react-hooks package and starting to move stuff in there
* Improve types for hooks
* schema tasks
* Added useBatch hook
* build uploadthing/fal demo and change how run metadata is synced to the server
* tweaks
* WIL realtime concurrency tracking
* Implement test for realtime client using testcontainers
also updated electric to latest version
* Allow customizing the expiration time of the automatic JWT created after triggering a task
* Add support for subscribing to run tags
* Improve auth types and API
* finalize the realtime API
* Fixed some example stuff
* Allow up to 10 run tags
* Remove core from docker-provider tsconfig paths to prevent it from being typechecked
* do the same for the kubernetes provider
* Fixing some typecheck errors
* Fix webapp type errors
* Update @trigger.dev/platform to 1.0.13
* Fix attw error
* Remove from/to in subscribeToRuns query params
* Add tests for the rate limit middleware and add custom JWT rate limits
* turn off webapp test parallelism
* Finish renaming jwt -> publicAccessToken and automatically give the JWT read access to the tags when using trigger
* Add changeset
* Attempt to fix unit tests in CI
* Skip running the auth rate limit middleware tests for now
* Try a beefier machine
* Try and run webapp tests separately
* Setup env vars
* Make sliding window test more reliabile
* v3: cancel subtasks when parent task runs are cancelled
* v3: recover from server rate limiting errors in a more reliable way
- Changing from sliding window to token bucket in the API rate limiter, to help smooth out traffic
- Adding spans to the API Client core & SDK functions
- Added waiting spans when retrying in the API Client
- Retrying in the API Client now respects the x-ratelimit-reset
- Retrying ApiError’s in tasks now respects the x-ratelimit-reset
- Added AbortTaskRunError that when thrown will stop retries
- Added idempotency keys SDK functions and automatically injecting the run ID when inside a task
- Added the ability to configure ApiRequestOptions (retries only for now) globally and on specific calls
- Implement the maxAttempts TaskRunOption (it wasn’t doing anything before)
* Adding some docs about the request options
* Fix type error
* Remove context propagation through graphile jobs
* Remove logger
* only select a subset of task run columns
* limit columns selected in batchTrigger as well
* added idempotency doc
* allow scoped idempotency keys, and fixed an issue with the unique index on BatchTaskRun and TaskRun
* Removed old cancel task run children code
* Starting to measure wall time and cpu time in the workers, and reporting that via otel and to completed task run attempts
* Move usage tracking outside of the executor
* WIP prod usage tracking
* WIP
* WIP custom fetch to openmeter
* Create a usage client
* WIP
* WIP
* Implement new machine preset stuff and send usage reports to OpenMeter from webapp
* WIP
* Expose usage info to the client
* Add usage and cost to TaskEvent
* Add ability to globally configure the task machine preset
* Report start run usage
* Change the machine docs to use presets
* setExpirationTime to 24h
* Removed logs
* Update machines.mdx
* Removed console.logs
* Handle revalidating JWT tokens
* Couple tweaks
---------
Co-authored-by: Matt Aitken <matt@mattaitken.com>
* Added maximumScheduleInstancesLimit column to Org, default to 20
* Docs on the schedule limits and improved soft-limit communication
* Added limit info to the schedules list page
* Created a task that creates schedules, useful for testing
* Make deduplicationKey required when creating/updating a schedule using the SDK
* New schedule button shows an alert if you’re over the limit
* Added timezone to the form and db
* WIP on the timezone dropdown for the create/edit schedule form
* Use the new filter search for timezones
* Made the timezone dropdown faster by fixing the virtualization
* The preview table is working and added a nice message about daylight savings
* Created a page where you can view the full list of timezones
The URL is included in the error message if you send an invalid time using the SDK
* Creating tasks with the timezone
* Added timezone support the the scheduler and the schedules list
* Added timezone support to more of the schedules UI
* The timezone comes through to scheduled runs with nice JSDocs
* Allow setting the timezone from the SDK
* Always have a timezone on a schedule
* Updated jsdocs
* Updated catalog example
* Changed the column to be a string, not null. Added the timezone across the SDK
* API endpoint for getting the timezones
* Added an SDK function to get the list of timezones
* Added timezones to the docs
* Changeset: Added timezone support to schedules
* Added support for testing timezone
* Tidied up imports
* Imports
* Imports
* Update limits.mdx
* Fixed a couple type issues and use the already exported zodfetch
---------
Co-authored-by: Eric Allam <eallam@icloud.com>
* Easier to create a rate limiter, use it in the ApiRateLimiter. Upgraded the Upstash package
* Always prefix any rate limiter in Redis with “ratelimit:”
* By default log when the rate limit is hit
* Added rate limiting to IngestSendEvent
* Log out the EventRecord id
* Increase events.deliverScheduled attempts
* INGEST_EVENT_RATE_LIMIT_MAX is optional
* Removed old API rate limit code
* IngestSendEvent rate limiter is optional. Moved outside of the DB transaction
* Log a message out when the rate limiter is created
* Return undefined if the rate limit has been crossed
* Fix: API rate limit error has the correct seconds until reset
* When a v2 run hits the rate limit, reschedule using the reset timestamp
* Still throw AutoYieldRateLimitErrors
* Reschedule runs from the rate limit
* The stress test timeout should be inside the task
* If the rate limit error is thrown, don’t retry the API request
* Trying to use the @upstash/ratelimit package with ioredis…
* WIP using the redis package instead
* Revert the action back
* Removed redis
* Started refactoring
* SQS setting for the poll interval. Set the default queue reading to be slower
* API rate limiter as Express middleware
* Organise imports
* Fixed spelling mistake “limitter”
* No authorization header response is problem+json