跳到主内容
@wquguru
精选85Cursor Changelog客户端

Cursor 发布 Rollouts 与 Security Review 两款 AI Bot

Rollouts and Security Review

原文
发到 X
推荐理由

Cursor 重度用户必读:新推出的 Rollouts 和 Security Review 直接改变了开发者的部署验证与安全审查工作流,特别是 Security Review 能自动拦截高危漏洞,建议立即在 Teams/Enterprise 中开启测试。

Today we're launching two Cursor bots for the last mile of shipping code. Rollouts watches every change as it deploys and reports its health per environment. Security Review reports exploitable bugs on every pull request.

今天我们发布两款用于代码交付最后阶段的 Cursor 机器人。Rollouts 会在部署时监控每一次变更,并按环境报告其健康状况。Security Review 会在每个拉取请求中报告可利用的漏洞。

Both are available today on Teams and Enterprise plans.

这两款机器人今天即可在 Teams 和 Enterprise 计划中使用。

Rollouts

Rollouts

Rollouts attaches a monitor to every pull request and watches the change as it deploys, reporting change health per environment: verified healthy, regression detected, or inconclusive. It's the Cursor version of Firetiger Change Monitors, rebuilt with the Bot Development Kit.

Rollouts 会为每个拉取请求附加一个监控器,并在部署过程中观察变更,按环境报告变更健康状况:验证为健康、检测到回归或结论不确定。这是基于 Bot Development Kit 重新构建的 Cursor 版 Firetiger 变更监控器。

Enable it from the dashboard and connect source control, your deploy system, and your telemetry provider. Rollouts starts watching on the next pull request.

从仪表板启用它,并连接源代码控制系统、部署系统和遥测提供商。Rollouts 将在下一个拉取请求开始进行监控。

Monitoring plans

监控计划

When a pull request opens, Rollouts reads the diff and the systems it touches, then writes a monitoring plan as a PR comment. The plan lists the risks it identified, the effect the change is meant to have, the signals it will check, and any gaps in instrumentation that would make the change hard to verify. Edit the plan in the PR and Rollouts uses your version.

当拉取请求打开时,Rollouts 会读取差异及其影响的系统,然后以 PR 评论的形式编写监控计划。该计划列出其识别的风险、变更预期的影响、它将检查的信号,以及会使变更难以验证的任何仪器缺失。在 PR 中编辑计划,Rollouts 将使用您的版本。

Deploy tracking

部署跟踪

Rollouts wakes on deploy events for the change's commit and runs the plan against your logs, metrics, and traces. It tracks each environment separately, so a change can be verified in staging and still flagged in production. Rollouts checks the change's intended effect alongside error and latency signals, and reports back on the PR when it reaches a verdict.

Rollouts 在变更提交的部署事件发生时唤醒,并根据您的日志、指标和追踪运行计划。它会分别跟踪每个环境,因此一个变更可以在预发环境中验证通过,但在生产环境中仍被标记。Rollouts 会将变更的预期影响与错误和延迟信号一起检查,并在得出裁决后在 PR 上报告结果。

Regressions

回归

When Rollouts detects a regression, it names the change it suspects and notifies the author. Depending on configuration, it can also open a revert PR for review or hand the finding to a cloud agent for a fix. Rollouts does not merge or roll back on its own today.

当 Rollouts 检测到回归时,它会指出其怀疑的变更并通知作者。根据配置,它还可以打开一个待审查的还原拉取请求,或将发现结果交给云代理进行修复。目前,Rollouts 不会自行合并或回滚。

Integrations

集成

Rollouts connects to Origin or GitHub for source control, to your continuous delivery system for deploy events, and to Datadog and other telemetry providers for signals. Feature flag integration is coming soon.

Rollouts 连接到 Origin 或 GitHub 作为源代码控制,连接到持续交付系统以获取部署事件,并连接到 Datadog 和其他遥测提供商以获取信号。功能标志集成即将推出。

Security Review

Security Review

Security Review is available today. It reads every pull request in the context of the codebase and posts one review comment reporting exploitable bugs. Style and quality stay with Bugbot.

Security Review 今天即可使用。它会在代码库上下文中阅读每个拉取请求,并发布一条审查评论,报告可利用的漏洞。样式和质量问题仍由 Bugbot 处理。

<figure><img src="https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/security-review-N8azgyLevr8FvNIRqJN6hk71os2Oxu.png" loading="lazy" alt="Security Review comment on a pull request reporting an exploitable bug with a severity and proposed fix" /><figcaption>Security Review comment on a pull request reporting an exploitable bug with a severity and proposed fix</figcaption></figure>

<figure><img src="https://ptht05hbb1ssoooe.public.blob.vercel-storage.com/assets/changelog/security-review-N8azgyLevr8FvNIRqJN6hk71os2Oxu.png" loading="lazy" alt="Security Review comment on a pull request reporting an exploitable bug with a severity and proposed fix" /></figcaption></figure>

Enable it from the dashboard for the repositories you want reviewed. Draft PRs are skipped.

在仪表板中为需要审查的代码库启用它。草稿 PR 会被跳过。

What it reports

报告内容

Security Review looks for injection across SQL, command, and template surfaces, along with authentication and authorization bypasses, including checks that a refactor stopped running. It also flags secrets and credentials committed to source, SSRF and unvalidated redirects, unsafe deserialization, and dependency changes that introduce known vulnerabilities. It traces where user input enters and what it passes through.

Security Review 会检测 SQL、命令和模板注入,以及身份验证和授权绕过(包括检查重构是否已停止运行)。它还会标记提交到源代码中的密钥和凭据、SSRF 和未经验证的重定向、不安全的反序列化,以及引入已知漏洞的依赖项变更。它会追踪用户输入的来源及其流经的路径。

Findings

发现结果

Each finding carries a severity, the attack path, and a proposed fix. Dismiss one with a reason and Security Review won't raise it again on that PR.

每个发现都包含严重程度、攻击路径和建议的修复方案。你可以附带理由忽略某项发现,此后 Security Review 将不再在该 PR 上重复报告此项问题。

Team rules

团队规则

Add rules for your codebase, such as which client external calls must go through or which tables are never queried from a request handler, and Security Review enforces them on every PR.

为你的代码库添加规则,例如哪些客户端外部调用必须通过特定方式处理,或哪些表绝不在请求处理器中被查询,Security Review 会在每个 PR 上强制执行这些规则。

Get started

快速入门

Rollouts and Security Reviewer are available today on Teams and Enterprise plans. Enable either bot from the automations tab.

Rollouts 和 Security Reviewer 现已面向 Teams 和 Enterprise 计划开放。可从自动化选项卡启用任一机器人。

For the next 10 days, we're including usage credits so teams can try Rollouts on real changes. Teams and Enterprise customers receive credits for roughly 50 and 500 changes, respectively.

在接下来的 10 天内,我们将提供使用额度,以便团队可以在真实变更中试用 Rollouts。Teams 和 Enterprise 客户分别可获得约 50 次和 500 次变更的额度。

更进一步:量化金融体系

看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力

进入量化体系 →

相似阅读

关联信息,但可能不是同一事件