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Investigate incident patterns from Linear comments

Turn a comment describing latency or errors into a Datadog span analysis that helps responders focus on likely bottlenecks.

Trigger

Public Team Comment Created

Fires when a new comment is posted on a *public-team* Linear issue. For private teams (lock icon in Linear's sidebar) use `LINEAR_PRIVATE_TEAM_COMMENT_CREATED`.

Action

Search Spans Analytics

Search and analyze span data with aggregations in datadog. this action uses the datadog spans analytics api to perform advanced queries and aggregations on trace span data. it's essential for: - analyzing error rates and latency patterns - understanding service dependencies and bottlenecks - root cause analysis during incidents - performance monitoring and optimization the api supports complex queries with grouping, filtering, and various aggregation functions similar to log analytics.

Why this helps

Incident analysis stalls when responders must manually turn a comment's service clues into a separate analytics query.

  • Start span analysis from the issue discussion where clues appear.
  • Make latency and error patterns easier to surface.
  • Reduce repeated query setup during investigation.

Setup

Build it in a few focused steps.

  • 1Connect Linear and Datadog to Notis once through the portal.
  • 2Create a named incident span investigation automation in Automations or by asking Notis.
  • 3Write one plain-language instruction to analyze relevant Datadog spans when a public-team incident comment describes a service latency or error pattern.
  • 4Select Public Team Comment Created, choose a reporting channel, and test with a real incident comment.

Questions about this workflow

What clues should a comment include?

Service names, affected operations, time windows, and observed latency or errors help focus the analysis.

Does the workflow post a comment back to Linear?

The action is Datadog span analysis; the automation can report its findings through the channel you select.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Linear to Datadog. A trigger fires from one place; an action lands in another.

Linear triggers

Datadog actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Create Dashboard

Create a dashboard in datadog. dashboards provide customizable visualizations for monitoring your infrastructure, applications, and business metrics in a unified view.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Create downtime

Creates a new downtime in datadog to suppress alerts during maintenance windows or planned outages. useful for preventing false alarms during deployments or maintenance.

ActionInstant

Comment Received Trigger

Triggered when a comment is received.

TriggerInstant

Create event

Creates a new event in datadog. events are useful for tracking deployments, outages, configuration changes, and other important occurrences.

ActionInstant

Issue Created Trigger

Triggered when a new issue is created.

TriggerInstant

Create monitor

Creates a new datadog monitor to track metrics, logs, or other data sources with configurable alerting thresholds and notifications.

ActionInstant

Issue Updated Trigger

Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.

TriggerInstant

Create SLO

Create a service level objective (slo) in datadog. slos help you define and track reliability targets for your services, enabling data-driven decisions about service quality and reliability investments.

ActionInstant

Private Team Comment Created

Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).

TriggerPolling

Create Synthetic API Test

Create a synthetic api test in datadog. creates a new synthetic api test that continuously monitors api endpoints from multiple locations worldwide. useful for proactive monitoring of api uptime, performance, and functionality.

ActionInstant

Private Team Issue Created

Fires when a new issue appears in a private Linear team (polled with the connected user's token).

TriggerPolling

Create Webhook

Create a webhook in datadog. webhooks enable you to receive notifications from datadog monitors and alerts to external services and applications.

ActionInstant

Private Team Issue Properties Updated

Fires when properties on an issue change in a private Linear team (polled with the connected user's token).

TriggerPolling

Delete Dashboard

Delete a dashboard in datadog. permanently removes a dashboard from your organization. this action cannot be undone. use with caution.

ActionInstant

Connect any two apps with Notis in the middle.

Linear and Datadog, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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