Files
nick-doc/Issues/ISSUE-072-backend-chat-messages-stored-as-embedded-array-unbounded-growth.md
Siavash Sameni dceaf82934 audit: 2026-05-30 full-codebase audit — report, issues, docs, runbooks
Full-codebase-audit 2026-05-30 outputs:
- Audit report: 09 - Audits/Full Codebase Audit - 2026-05-30.md
- 81 issue files ISSUE-055..135 (decisions + 1 skipped no-brainer).
- Scanner docs from scratch (was zero): architecture, data model, API ref, payment
  flow, operations runbook + repo README.
- Doc-sync updates across API reference, data models, flows, design system.
- Secret Rotation Runbook (08 - Operations) for the exposed credentials.
- Reusable workflow guide (07 - Development) + .claude/workflows/full-codebase-audit.js.

Issues remain status:open intentionally — the code fixes are uncommitted-then-committed
working-tree changes per repo and aren't "resolved" until merged/deployed.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-05-30 18:48:04 +04:00

1.3 KiB

issue, title, severity, domain, labels, status, created, source
issue title severity domain labels status created source
072 Backend: chat messages stored as embedded array — unbounded document growth, 16MB ceiling high Chat
performance
backend
data-model
open 2026-05-30 Full Codebase Audit 2026-05-30

Backend: chat messages stored as embedded array — unbounded document growth, 16MB ceiling

Severity: high Domain: Chat Labels: performance, backend, data-model

Description

backend/src/models/Chat.ts:173 stores all messages as an embedded array in the Chat document. MongoDB's 16MB document size limit will be hit for active long-running chats. Reads also load the full message history into memory even when only the latest page is needed.

Options

  1. Migrate messages to a Messages collection keyed by chatId with pagination.
  2. Cap embedded messages and archive older ones.
  3. Keep embedded but project only needed messages (slice) on reads.

Recommendation

Plan migration to a dedicated Messages collection. This is a large data-model migration that needs careful coordination.

Affected Files

  • backend/src/models/Chat.ts:173
  • backend/src/services/chat/ChatService.ts — all read paths

References