TICKET MANAGEMENT
Real-time duplicate check via webhook with a Postgres fingerprint index
Receives a ticket-created webhook from any channel, computes a fingerprint from customer and normalized issue text, checks a Postgres index for a recent match.
How it runs
The automated pipeline, trigger to output.
- TriggerTicket-created webhook receivedHTTP webhook
- LogicNormalize text and compute fingerprintOpenAI
- ActionLook up fingerprint in Postgres indexPostgres
- LogicBranch: match found vs. new
- ActionInsert canonical fingerprint if newPostgres
- OutputReturn merge decision and canonical URLHTTP webhook
What it does
Provides a fast, channel-agnostic duplicate check that any support tool can call at ticket creation. It fingerprints the customer plus normalized issue text, looks the fingerprint up in a Postgres index, and synchronously returns whether the ticket is a duplicate and which existing ticket is canonical.
When to use it
Use when you run multiple support systems and want one shared deduplication service they all hit on ticket creation, rather than wiring separate logic into each tool.
How it works
- 1A ticket-created webhook triggers the flow with customer, subject, and body.
- 2An OpenAI step normalizes the issue text and produces a stable fingerprint.
- 3Query the Postgres fingerprint index for a match within the lookback window.
- 4Branch on whether a recent canonical fingerprint exists.
- 5If new, insert the fingerprint with the ticket URL as canonical.
- 6Return a webhook response with the merge decision and canonical ticket URL for the caller to act on.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect PostgresAny Postgres URL — query, write, migrate.
- 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 Ticket Management workflows
Enrich Discord bug reports with Sentry errors before filing in Linear
Takes a Discord bug report, has an LLM pull out likely error signatures, searches Sentry for matching events.
Front-to-Linear Recurring Bug Linker
When a Front ticket is tagged as a bug, it searches Linear for an existing matching issue and either links the ticket to that parent issue or opens a new tracked one.
Front Duplicate Conversation Clusterer
When a new Front conversation arrives, it semantically compares the report against open conversations.
Intercom Known-Issue Auto-Responder
When a new Intercom conversation matches a known active incident, it attaches the conversation to that incident's parent ticket and sends the customer the current status reply.
Weekly reopen-by-agent coaching digest
Aggregates each agent's solved-then-reopened tickets for the week, identifies the most common reopen reason per agent, and emails a private coaching digest to the support manager.
Escalate repeat reopens to a Linear bug
Detects when the same underlying issue reopens across multiple tickets, uses an AI agent to cluster them by root cause.
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.
