Skip to main content
This guide covers customer-facing changes to API request logging in output-api and workflow execution in @outputai/core.

API HTTP request logging

The API server was refactored to remove the morgan dependency and emit richer request logs. The public HTTP API contract is unchanged, but the shape, level, and message of the per-request log lines the server emits are different. This only affects you if you consume output-api logs in an observability tool (Datadog, CloudWatch, Loki, etc.) or match on them in scripts.

Log level now derives from response status

This is the most impactful change. Previously every request was logged at the http level regardless of outcome. Now the level is chosen from the response status:
StatusLevel (before)Level (after)
2xx / 3xxhttphttp
4xxhttpwarn
5xxhttperror
If you have alerts or filters keyed on winston log levels, they will now behave differently: any alert on error or warn will fire on 4xx/5xx HTTP responses that previously logged at http.

The status field was renamed to http.status_code

The structured metadata field carrying the numeric response status changed name. This aligns with Datadog’s standard http.status_code attribute.

The log message changed from a constant to a request summary

Previously the message was the constant string "HTTP request", with all detail in the metadata. Now the message is a human-readable summary and the structured record is still attached as metadata.

responseTime is now an integer

responseTime is now whole milliseconds (measured with Date.now()) rather than a sub-millisecond float.

Before and after

A successful request, before (v0.10.0):
The same request, after (v0.11.0):
A server error, before — logged at http:
After — logged at error, with the renamed field:

Migration steps

Update alerts and level-based filters

If you alert or filter on winston levels, audit those rules. HTTP 4xx now arrives at warn and 5xx at error. Decide whether that is what you want:
  • To keep alerting only on application errors, scope alerts to exclude HTTP request logs (for example, filter on the presence of http.status_code).
  • To alert on failing requests, this is now available directly from the log level with no extra query.

Update queries and facets that reference status

Anywhere you query, facet, or dashboard on the request-log status field, switch to http.status_code.
In Datadog specifically, http.status_code is a standard attribute and maps to the built-in HTTP status facet, so you may be able to drop a custom status facet definition.

Update anything that matches the message string

Scripts, log processors, or saved searches that match the literal message "HTTP request" will no longer match. Match on a structural field instead (for example, the presence of http.status_code or requestId), or update the matcher to the new summary format <METHOD> <URL> <STATUS> <ms>ms.

Adjust responseTime consumers expecting sub-millisecond precision

If a dashboard or aggregation relied on fractional milliseconds in responseTime, note that values are now whole milliseconds.

API logging checklist

  • Review winston level-based alerts and filters; 4xx now logs at warn, 5xx at error.
  • Rename status to http.status_code in log queries, facets, and dashboards.
  • Replace any match on the constant message "HTTP request" with a structural field or the new summary format.
  • Confirm responseTime consumers tolerate integer milliseconds.

Workflow runtime changes

This section covers the workflow execution changes in @outputai/core v0.11.0.

What changed

  • Steps, evaluators, and shared activities now use one workflow-scoped runtime dispatcher.
  • Shared activities are registered as <workflow-name>#<activity-name> instead of $shared#<activity-name>.
  • Child workflow invocation options are passed as workflow arguments instead of being propagated through Temporal memo.
  • A child workflow’s definition-level activityOptions now override inherited parent options. Invocation-level and step-level options remain more specific.

Before upgrading running workers

Do not deploy v0.10.x and v0.11.0 workers to the same Temporal task queue, and do not replace a v0.10.x worker while affected workflow executions are still open.
The v0.11.0 runtime changes Temporal command attributes:
  • A shared activity previously scheduled as $shared#send_event is now scheduled as lead_enrichment#send_event.
  • A child workflow is now started with its invocation-level activity options in its argument payload instead of inherited through memo.
Temporal replays a workflow’s existing history when another worker processes it. If a v0.11.0 worker replays a history produced by v0.10.x and reaches one of these commands, the new command can differ from the recorded event. Temporal then reports a nondeterminism failure. A mixed-version rollout is also unsafe. The two versions use different memo and child-argument contracts, so an old parent and new child, or a new parent and old child, can lose inherited activity options even when replay does not fail immediately.

Choose a safe rollout strategy

Use one of these strategies before changing the worker version:
  1. Drain the existing task queue. Stop starting new workflows on the v0.10.x queue, wait for affected executions to complete, and then replace the worker.
  2. Move v0.11.0 to a new task queue. Keep the v0.10.x worker serving its existing queue while new executions are routed to a separate v0.11.0 queue.
  3. Restart affected executions. If an execution can be safely terminated and restarted from its original input or a checkpoint, restart it after the v0.11.0 cutover.
At minimum, treat executions that call shared activities or child workflows as affected. Do not rely on a normal rolling restart on the same task queue.

Update activity-type consumers

Update dashboards, alerts, history processors, and scripts that match the old $shared activity prefix.
Before
After
Shared and local activities use the same workflow namespace. Match the full workflow activity type when possible:
If the workflow name is not known:

Review child workflow activity options

Activity options are merged from broad defaults to specific overrides. v0.11.0 changes the relative precedence of inherited parent options and the child workflow’s definition.

v0.10.x precedence

  1. Output’s default activity options
  2. The child workflow’s definition-level options.activityOptions
  3. Activity options inherited from the parent workflow
  4. The activityOptions passed to this child invocation
  5. The called step’s own options.activityOptions

v0.11.0 precedence

  1. Output’s default activity options
  2. Activity options inherited from the parent workflow
  3. The child workflow’s definition-level options.activityOptions
  4. The activityOptions passed to this child invocation
  5. The called step’s own options.activityOptions
This means a child definition now protects its own retry and timeout defaults from broader settings inherited through the parent. For example:
If the parent currently has maximumAttempts: 8, the child used 8 attempts in v0.10.x. In v0.11.0, the child uses 2 attempts.

Preserve a parent-selected override

Pass the policy on the child invocation when the parent must override the child’s definition:
Invocation-level options remain more specific than inherited parent options and the child definition. Alternatively, remove the overlapping option from the child definition when the child should always inherit that field from its parent.
Step-level options.activityOptions still have final precedence. Review step definitions as well as parent and child workflow definitions when calculating the effective policy.

Workflow runtime checklist

  • Inventory open v0.10.x executions that call shared activities or child workflows.
  • Drain the old task queue, keep a v0.10.x worker for old executions, or restart affected executions before the cutover.
  • Do not run v0.10.x and v0.11.0 workers on the same Temporal task queue.
  • Update dashboards and history tooling that match $shared#<activity-name>.
  • Audit parent and child workflows that configure the same retry or timeout fields.
  • Pass activityOptions on child invocations where the parent must override the child’s definition.
  • Update tests that assert inherited parent options override child definition options.