AI AGENTS
Daily error-budget rollup with staged remediation candidates
Every morning an agent rolls up the prior day's Sentry issues and Datadog SLO burn, identifies the top budget-eating services.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily schedule fires the rollup
- ActionPull prior 24h Sentry issues by serviceSentry
- ActionQuery Datadog SLO and error-budget burnDatadog
- LogicRank offenders, draft one remediation each
- OutputPost digest to Slack with approval actionsSlack
What it does
Replaces the manual morning scan of dashboards. On a schedule, the agent aggregates yesterday's Sentry issue volume and Datadog SLO and error-budget burn, ranks the worst-offending services, and drafts a single concrete remediation candidate for each. The digest lands in Slack with approve actions so the team can greenlight follow-up work in seconds.
When to use it
Use it as a standing daily ritual for teams tracking SLOs and error budgets. Best when you want proactive, batched triage of slow-burn reliability issues rather than reacting only to pages.
How it works
- 1A daily schedule triggers the rollup at a set time.
- 2The agent pulls the prior 24 hours of Sentry issues grouped by service.
- 3It queries Datadog for SLO status and error-budget burn over the same window.
- 4Logic ranks services by combined impact and drafts one remediation candidate per top offender.
- 5The digest posts to Slack with per-item approval actions and links to the underlying data.
Set it up
What you configure once, before turning it on.
- 1Connect SentryErrors, performance, releases.
- 2Connect DatadogMetrics, traces, log search.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More AI Agents workflows
Custom Metrics Cardinality Spike Pager
A webhook from a Datadog monitor fires when custom-metric cardinality jumps; an agent pinpoints the offending metric and tag, estimates the added cost.
Sentry-to-Confluence Runbook Updater
When a Sentry issue is resolved, the agent finds the matching Confluence runbook page and proposes an inline update with the verified fix.
Stale Doc-PR Chaser for Runbook Gaps
On a daily schedule the agent finds runbook doc PRs that were opened from resolved incidents but never reviewed, summarizes what each one fixes.
Resolved Incident to Public Troubleshooting Doc
For customer-facing errors resolved in Sentry, the agent drafts a sanitized troubleshooting entry and opens a PR to your ReadMe documentation.
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.