MARKETING

Triage a Datadog CWV alert into a root-cause ticket with the likely culprit deploy

When Datadog fires a Core Web Vitals alert on a landing route, an agent correlates the spike to the recent Vercel deploy, inspects the changed files.

CategoryMarketing
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDatadog CWV alert firesDatadogDatadog
  • ActionFind aligned Vercel deployVercelVercel
  • ActionRead GitHub diff for suspect deployGitHubGitHub
  • LogicAgent drafts root-cause hypothesis
  • OutputOpen Linear root-cause ticketLinearLinear

What it does

Takes a raw Core Web Vitals alert and does the first hour of investigation for you. An agent lines up the regression timestamp with recent Vercel deploys, reads the diff that landed, forms a root-cause hypothesis (e.g. an unsized hero image), and files a structured Linear ticket so an engineer starts from a lead instead of a blank page.

When to use it

Use it when CWV alerts arrive faster than your team can investigate them, and most of the toil is the same correlation work every time. Best for teams already on Datadog RUM and Linear who want triage off the on-call's plate.

How it works

  1. 1A Datadog monitor webhook fires on a CWV threshold breach.
  2. 2The agent fetches the Vercel deployment history and finds the deploy aligned to the regression window.
  3. 3It pulls the GitHub diff for that deploy and reads the changed route code.
  4. 4It reasons over the evidence to draft a likely cause and suggested fix.
  5. 5It opens a Linear ticket with the metrics, suspect commit, and hypothesis, then links it back in the alert thread.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect DatadogMetrics, traces, log search.
  2. 2
    Connect VercelDeploys, runtime logs, analytics.
  3. 3
    Connect GitHubRepos, issues, pull requests, actions.
  4. 4
    Connect LinearIssues, projects, cycles, triage.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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