CHATBOTS
Auto-Context Reply on Every Datadog Alert
When a Datadog monitor fires, this workflow automatically posts a context-rich reply in the alert's Slack thread with the metric graph, the owning team, and the last three deploys.
How it runs
The automated pipeline, trigger to output.
- TriggerDatadog alert webhook receivedHTTP webhook
- ActionFetch metric snapshot and owning team tagDatadog
- ActionGet last three deploys to the serviceGitHub
- LogicClassify alert as deploy-adjacent or environmental
- OutputReply in the alert's Slack thread with contextSlack
What it does
Every time Datadog sends an alert to Slack, this workflow enriches it in place. It reads the incoming alert webhook, gathers the supporting evidence, and replies in the same thread so responders see the full picture without asking. It turns a bare alert into a briefing.
When to use it
Use it on noisy or critical channels where responders waste the first two minutes gathering basics. Best for teams that route Datadog alerts to Slack and want proactive context attached to every fire.
How it works
A Datadog alert webhook triggers the flow. The workflow parses the monitor ID and breach time, then calls Datadog for the metric snapshot image and the owning team tag. It queries GitHub for the last three deploys to the affected service. A logic step decides whether the alert is deploy-adjacent (a deploy within 30 minutes) or environmental. It then posts a formatted reply into the existing Slack alert thread with the graph, owner, deploy list, and a one-line hypothesis.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect DatadogMetrics, traces, log search.
- 3Connect GitHubRepos, issues, pull requests, actions.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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