ENGINEERING
Latency regression triage: Honeycomb + Sentry digest to Slack with file-or-skip decision
On each slow-trace alert, correlates Honeycomb timing with live Sentry errors and posts a triage card to Slack with interactive buttons so an on-call engineer decides whether…
How it runs
The automated pipeline, trigger to output.
- TriggerHoneycomb slow-trace alert (webhook)Honeycomb
- ActionFetch correlated Sentry errors for the windowSentry
- LogicBranch on error-linked vs latency-only
- ActionPost triage card with File/Snooze/Dismiss to SlackSlack
- OutputOn File: open GitLab issue with joined contextGitLab
What it does
Keeps a human in the loop. Instead of auto-filing tickets for every latency blip, this workflow assembles the correlated Honeycomb + Sentry evidence into a Slack triage card and lets the on-call engineer choose: file a GitLab issue, snooze, or dismiss as noise. Only confirmed regressions become tickets.
When to use it
Use when your latency triggers are noisy enough that auto-ticketing would bury the team, but you still want the correlation work done up front. Best for on-call rotations that want a fast yes/no decision with full context attached.
How it works
- 1A Honeycomb trigger fires on a trace that breaches the latency budget.
- 2The workflow fetches matching Sentry errors for the service and time window.
- 3It branches on whether any correlated errors were found, tagging the card as 'error-linked' or 'latency-only'.
- 4A Slack message posts the trace summary, top errors, and File / Snooze / Dismiss actions.
- 5On 'File', a GitLab issue is opened with the same joined context and the deciding engineer assigned.
Set it up
What you configure once, before turning it on.
- 1Connect HoneycombDistributed traces and queries.
- 2Connect SentryErrors, performance, releases.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Connect GitLabRepos, MRs, pipelines, registry.
- 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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