DEVOPS

Drive an error-budget recovery playbook when budget is exhausted

When a service's Honeycomb error budget hits zero, an agent investigates recent burn, opens a tracked recovery task in Linear with proposed mitigations.

CategoryDevOps
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerHoneycomb error budget exhaustedHoneycomb
  • ActionGather burn timeline, error sources, deploysHoneycomb
  • LogicAgent drafts ranked mitigation plan
  • ActionOpen tracked recovery issue in LinearLinearLinear
  • OutputAnnounce freeze + plan in SlackSlack

What it does

When a service exhausts its error budget, this agent-driven workflow runs the recovery playbook instead of just alerting. It pulls the burn history and recent deploys from Honeycomb, reasons about likely contributors, drafts a prioritized mitigation plan, files it as a Linear issue, and posts the freeze plus plan to Slack.

When to use it

Use it when budget exhaustion should trigger a real, owned remediation effort rather than a notification that gets lost. Best for teams that want the first investigative pass and a tracked plan ready before a human picks it up.

How it works

  1. 1A Honeycomb budget-exhausted condition triggers the agent.
  2. 2The agent queries Honeycomb for the burn timeline, top error sources, and deploys in the burn window.
  3. 3It reasons over the evidence to draft ranked mitigation steps and an estimated recovery path.
  4. 4It creates a Linear issue capturing the freeze, evidence, and proposed plan with an owner.
  5. 5It posts a Slack summary linking the Linear issue so responders start from the plan.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HoneycombDistributed traces and queries.
  2. 2
    Connect LinearIssues, projects, cycles, triage.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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