Etienne
a51c37dae5
## Summary Adds minimal server-side observability for AI chat turns: lifecycle counters to measure success/failure rates, Sentry scope tags to correlate API and worker traces, and per-LLM-call telemetry metadata for turn/stream correlation. - Add turn lifecycle metrics: `ai-chat/turn-started`, `ai-chat/turn-completed`, `ai-chat/turn-failed` (with `failure_phase` and `error_code` attributes) - Emit counters at key points: job start, clean completion, execution failures, enqueue failures, interrupted streams, and empty completions - Tag Sentry scope with `streamId`, `turnId`, `threadId`, and `workspaceId` at API entry points (`sendChatMessage`, `retryChatMessage`, `answerAgentChatQuestion`) and worker entry (`StreamAgentChatJob`) - Enrich LLM `experimental_telemetry` metadata with stream/turn/thread/workspace IDs - Return `turnId` from streaming service methods so resolvers can tag the scope - Remove granular tool-learned/skill-loaded metrics in favor of the turn-level counters ## Test plan - [ ] Send a chat message and verify `ai-chat/turn-started` and `ai-chat/turn-completed` increment - [ ] Trigger a stream failure (e.g. interrupted/dead stream) and verify `ai-chat/turn-failed` with correct `failure_phase` - [ ] Retry a failed turn and confirm a new `turn-started` is emitted for the retry attempt - [ ] Answer an `ask_questions` prompt and confirm Sentry tags include `streamId` and `turnId` - [ ] Check Sentry spans for LLM calls include `streamId`, `turnId`, `threadId`, `workspaceId` in telemetry metadata - [ ] Run unit tests: - `npx jest packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/jobs/__tests__/stream-agent-chat.job.spec.ts` - `npx jest packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/services/__tests__/agent-chat-streaming.service.claim.spec.ts` - `npx jest packages/twenty-server/src/engine/metadata-modules/ai/ai-chat/services/__tests__/agent-chat-streaming.service.retry.spec.ts` <!-- This is an auto-generated description by cubic. --> <a href="https://cubic.dev/pr/twentyhq/twenty/pull/22692?utm_source=github" target="_blank" rel="noopener noreferrer" data-no-image-dialog="true"><picture><source media="(prefers-color-scheme: dark)" srcset="https://www.cubic.dev/buttons/review-in-cubic-dark.svg"><source media="(prefers-color-scheme: light)" srcset="https://www.cubic.dev/buttons/review-in-cubic-light.svg"><img alt="Review in cubic" src="https://www.cubic.dev/buttons/review-in-cubic-dark.svg"></picture></a> <!-- End of auto-generated description by cubic. -->
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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.
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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.
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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.
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