ENGINEERING
Agent-Driven Slow-Query Remediation Tickets
When a query is flagged over budget, an agent correlates the Honeycomb hotspot with the Postgres plan and source location, drafts a concrete remediation.
How it runs
The automated pipeline, trigger to output.
- TriggerOver-budget query webhookHTTP webhook
- ActionPull latency profile and tracesHoneycomb
- ActionRetrieve execution plan and indexesPostgres
- LogicAgent correlates and drafts remediation
- OutputFile Linear remediation ticketLinear
What it does
This workflow goes beyond detection to propose a fix. When a query shape is flagged over its latency budget, an agent gathers the Honeycomb latency profile, the Postgres execution plan, and the ORM call site, then reasons about the likely cause and drafts a remediation. It files a Linear ticket containing the evidence and a specific proposed change such as an index, a rewrite, or a pagination fix.
When to use it
Use it to shrink the time between spotting a slow query and having an actionable, evidence-backed task in your tracker. Best for teams that want triage done before an engineer opens the issue.
How it works
- 1A webhook trigger fires when the gate flags a query over budget.
- 2A Honeycomb action pulls the latency profile and recent traces for the query shape.
- 3A Postgres action retrieves the execution plan and relevant index metadata.
- 4The agent correlates the evidence, identifies the bottleneck, and drafts a concrete remediation with rationale.
- 5A Linear action files a prioritized ticket with the plan, profile, and proposed change.
Set it up
What you configure once, before turning it on.
- 1Connect HoneycombDistributed traces and queries.
- 2Connect PostgresAny Postgres URL — query, write, migrate.
- 3Connect LinearIssues, projects, cycles, triage.
- 4Connect HTTP webhookTrigger any URL on agent actions.
- 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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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.
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