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8 changes: 4 additions & 4 deletions mintlify/changelog/bytebase-3-12-1.mdx
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title: Bytebase 3.12.1 - Nov 20, 2025
author: Adela
updated_at: 2025/11/20 18:00:00
description: 'Audit log export to stdout'
description: 'Audit logging to stdout'
---

import InstallUpgrade from '/snippets/install/install-upgrade.mdx';

## 🚀 Features

- Add [stdout audit logger](https://docs.bytebase.com/security/audit-log/#emit-audit-logs-to-stdout) for integration with log aggregation systems.
- Add [stdout audit logger](/security/audit-log/#emit-audit-logs-to-stdout) for integration with log aggregation systems.
- Add folder-based organization to Worksheets, including:
- Nested folders with drag-and-drop reordering
- Inline actions (rename, star/unstar, sharing)
- Filters for worksheet types
- Add project-level data query policies (previously workspace-only).
- Support [cross-account AWS IAM Authentication](https://docs.bytebase.com/get-started/connect/aws#cross-account-iam-authentication).
- **PostgreSQL** - Add [AI-driven custom SDL review](https://docs.bytebase.com/gitops/state-based-workflow/sql-review-ci#ai-powered-validation-with-your-standards).
- Support [cross-account AWS IAM Authentication](/get-started/connect/aws#cross-account-iam-authentication).
- **PostgreSQL** - Add [AI-driven custom SDL review](/gitops/state-based-workflow/sql-review-ci#ai-powered-validation-with-your-standards).

## 🔔 Notable changes

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