[Onweekendd]

将大屏编辑器切换为可独立部署的 B/S 版本：Nginx 提供前端并转发 API、AI 和素材请求，API / Mastra AI / 生成 worker 共用 Node 镜像，业务与会话数据使用 PostgreSQL，素材使用对象存储。包含 AI 对话、图片与视频上传和生成工具的配套调整。

GitHub Actions 在 PR 中使用隔离的 PostgreSQL、组件目录种子和 Redis 检查迁移、类型、测试及两个 Linux 镜像的冷构建。server 镜像包含 pnpm、FFmpeg 和 ffprobe，并实际运行检查。main 检查通过后发布带完整提交 SHA 的 server / web 镜像到 GHCR；生产部署通过 Release 的 deploy 选项手动触发，仅允许 main。SSH 部署先备份数据库，再迁移、更新应用并检查健康状态；失败时回退应用镜像，数据库不自动回滚。

移除未接入产品的 JobRunner 学习练习，修复服务目录调整后失效的测试引用，并将旧测试素材中的已下线图表类型更新为当前支持的条形图。

验证：

• GitHub CI 全部通过：check、images (server)、images (web) 均成功。
• 本地 Turbo 的 24 项构建、类型检查与测试任务全部通过，包含前端 844 个测试、后端 1174 个测试（含 5 个真实 Redis 队列测试）。
• 部署脚本的成功、备份失败、迁移失败和健康检查回退四项测试通过。
• Actionlint、ShellCheck 和修改文件的 ESLint 检查通过。
• 首次本机构建的 Linux 镜像已在独立服务器实例验证启动、登录、素材访问和 AI 鉴权；数据库备份脚本也已在服务器验证。

数据库迁移需要备份后执行。此 PR 不开启自动生产部署；main 发布镜像，生产仍需手动触发 Release。

[gitguardian]

⚠️ GitGuardian has uncovered 3 secrets following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

🔎 Detected hardcoded secrets in your pull request

GitGuardian id	GitGuardian status	Secret	Commit	Filename
38942787	Triggered	Generic Password	a44245a	docker-compose.dev.yml	View secret
38942788	Triggered	Username Password	12eb6cc	servers/server/tests/services/user-login.test.ts	View secret
38942789	Triggered	Generic Password	12eb6cc	servers/server/scripts/seed-bi-user.ts	View secret

🛠 Guidelines to remediate hardcoded secrets

1. Understand the implications of revoking this secret by investigating where it is used in your code.
2. Replace and store your secrets safely. Learn here the best practices.
3. Revoke and rotate these secrets.
4. If possible, rewrite git history. Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data.

To avoid such incidents in the future consider

• following these best practices for managing and storing secrets including API keys and other credentials
• install secret detection on pre-commit to catch secret before it leaves your machine and ease remediation.

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^{🦉 GitGuardian detects secrets in your source code to help developers and security teams secure the modern development process. You are seeing this because you or someone else with access to this repository has authorized GitGuardian to scan your pull request.}