Monitoring for the soft-ref migration. The `workflow` /
`workflowVersion` dual-write into core is **best-effort** (async, not
transactional; failures only go to Sentry), so `core.workflow` /
`core.workflowVersion` can silently drift from the workspace source of
truth. This adds a periodic job that detects that drift across **all
three workflow entities** and emits it as metrics.
Supersedes the earlier inline shadow-parity approach that lived on this
branch — that only covered trigger dispatch and added a cache read +
diff to every cron tick and every DB-event batch (too much hot-path
overhead). This is broader and fully off the dispatch path.
## What
A cron (`cron:workflow:core-consistency-check`, every 3 hours, wired
into `cron:register:all`). Per run:
- **Bounded**: `SELECT DISTINCT "workspaceId" FROM core."workflow"` —
only workspaces that actually use workflows (skips the large majority).
- Per such workspace, emit a drift metric per `(entity, driftType)` —
detect-only, plus a triage log:
- **workflow** and **workflowVersion** — `unlinked` / `missingCore` /
`orphanCore` / `fieldMismatch`, via cross-schema `COUNT` aggregates
(core + workspace are the same DB, so indexed joins — no rows pulled
into JS).
- **automated triggers** — the `workflowAutomatedTrigger` table vs the
`workflowAutomatedTriggerMaps` cache: `inTableNotCache` /
`inCacheNotTable` / settings `mismatch`.
- Per-workspace failures are isolated (caught → Sentry) so one bad
workspace does not stop the sweep.
## Why it is efficient
Two central `core.*` queries + a few `COUNT` queries per
*workflow-using* workspace, on a relaxed cadence, off the dispatch path.
Shardable across ticks later if needed.
## Metrics
`workflow-core-consistency/{workflow,version,automated-trigger}/drift`
counters, attribute `driftType`. Dashboards: twentyhq/twenty-infra#800.
## Not in scope
Detect-only — no auto-heal (the existing backfill/rebuild command can
heal). No dispatch or flag changes.
## Test
- The consistency SQL (workflow/version sync counts, orphan counts,
trigger read) validated against a live workspace (it surfaced real drift
there — unlinked versions + an orphan core version). The whole
cron→service→SQL→metric pipeline is proven live: the cron is already
emitting real drift counters on a running server.
- Unit specs for the service (clean → no metric; per-entity drift per
dimension; per-workspace error isolation).
- Command boots and registers via `cron:register:all` (verified).
Typecheck + lint clean.
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Why Twenty
Twenty gives technical teams the building blocks for a custom CRM that meets complex business needs and quickly adapts as the business evolves. Twenty is the CRM you build, ship, and version like the rest of your stack.
Learn more about why we built Twenty
Installation
Cloud
The fastest way to get started. Sign up at twenty.com and spin up a workspace in under a minute, with no infrastructure to manage and always up to date.
Build an app
Scaffold a new app with the Twenty CLI:
npx create-twenty-app my-app
Define objects, fields, and views as code:
import { defineObject, FieldType } from 'twenty-sdk/define';
export default defineObject({
nameSingular: 'deal',
namePlural: 'deals',
labelSingular: 'Deal',
labelPlural: 'Deals',
fields: [
{ name: 'name', label: 'Name', type: FieldType.TEXT },
{ name: 'amount', label: 'Amount', type: FieldType.CURRENCY },
{ name: 'closeDate', label: 'Close Date', type: FieldType.DATE_TIME },
],
});
Then ship it to your workspace:
npx twenty app:publish --private
See the app development guide for objects, views, agents, and logic functions.
Self-hosting
Run Twenty on your own infrastructure with Docker Compose, or contribute locally via the local setup guide.
Everything you need
Twenty gives you the building blocks of a modern CRM (objects, views, workflows, and agents) and lets you extend them as code. Here's a tour of what's in the box.
Want to go deeper? Read the User Guide for product walkthroughs, or the
Documentation for developer reference.
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Stack
TypeScript
Nx
NestJS, with BullMQ,
PostgreSQL,
Redis
React, with Jotai, Linaria and Lingui
Thanks
Thanks to these amazing services that we use and recommend for code review (Greptile), catching bugs (Sentry) and translating (Crowdin).
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