AI AGENTS
Weekly Log-Cost Digest → Notion FinOps Report
Every week an agent summarizes Datadog log ingestion by service, flags the fastest-growing emitters.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule starts the digest
- ActionQuery Datadog log volume by service for 7 daysDatadog
- ActionCompute week-over-week growth per serviceDatadog
- ActionAgent ranks offenders and estimates sampling savings
- OutputPublish dated FinOps report to NotionNotion
What it does
Produces a weekly observability-cost review without anyone pulling numbers by hand. It reads a week of Datadog log volume, breaks spend down by service, highlights which emitters grew fastest, and publishes a Notion page that ranks sampling opportunities by estimated dollars saved so FinOps and engineering see the same picture.
When to use it
Use it for a recurring cost-governance ritual rather than incident response. Good for teams that hold a weekly reliability or FinOps sync and want a consistent, comparable report to anchor decisions about what to sample or drop.
How it works
- 1A weekly schedule kicks off the report.
- 2It queries Datadog for indexed log volume over the past seven days, grouped by service.
- 3It compares each service against the prior week to compute growth rate.
- 4The agent ranks services by spend and by growth, then estimates savings from a sampling rule on each top offender.
- 5It assembles a structured digest with the table, callouts, and recommendations.
- 6It writes the digest as a new dated page in the FinOps Notion database.
Set it up
What you configure once, before turning it on.
- 1Connect DatadogMetrics, traces, log search.
- 2Connect NotionPages, databases, comments.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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On-Call Runbook Gap Closer: Resolved Sentry Issues to Doc PRs
An agent reads each newly resolved Sentry issue, compares the actual fix against your existing runbook, and opens a GitHub PR adding the missing remediation steps.
Weekly On-Call Doc-Gap Digest
Each week the agent reviews every Sentry issue resolved in the last 7 days, ranks the ones whose runbook coverage is missing or thin.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.