TICKET MANAGEMENT

Agentic Repro Bundle Enricher for Linear

An agent investigates a tagged Front bug by pulling matching Sentry errors, normalizing the customer's attachments to Dropbox.

CategoryTicket Management
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerFront conversation tagged 'bug-investigate'Front
  • ActionFetch conversation, customer, attachmentsFront
  • ActionCorrelate Sentry errors by customer and timeSentrySentry
  • LogicAssert root cause or flag needs-repro
  • ActionNormalize attachments to Dropbox bundleDropboxDropbox
  • OutputCreate enriched Linear issue and link back to FrontLinearLinear

What it does

Goes beyond copying a ticket: an agent reads the Front bug conversation, searches Sentry for errors matching the customer's timestamp and account, normalizes the conversation's attachments into a Dropbox bundle, and writes a Linear issue that combines the customer report, correlated stack traces, evidence links, and a suspected root-cause summary.

When to use it

Use it for high-value or hard-to-reproduce bugs where you want a first-pass investigation done automatically before an engineer picks it up, instead of a bare report.

How it works

  1. 1A Front conversation tagged `bug-investigate` triggers the agent.
  2. 2The agent fetches the conversation, customer identity, and attachments from Front.
  3. 3It queries Sentry for errors correlated to the customer and time window.
  4. 4A logic step decides whether evidence is strong enough to assert a root cause or to flag as needs-repro.
  5. 5Attachments are normalized and uploaded to a Dropbox per-issue folder.
  6. 6The agent creates a Linear issue with the report, Sentry links, Dropbox evidence, and its root-cause hypothesis, then comments the link back in Front.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect FrontShared inbox, conversations.
  2. 2
    Connect SentryErrors, performance, releases.
  3. 3
    Connect DropboxFiles and folders.
  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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