yet another ai update/ feed

What shipped & dropped across AI labs, today.

·last sync 2m ago

Friday

Fri · Oct 2 · 1 post

September 25

Fri · Sep 25 · 2 posts

September 24

Thu · Sep 24 · 1 post

September 23

Wed · Sep 23 · 2 posts
Cursor14d ago

Rollouts and Security Review

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. Both are available today on Teams and Enterprise plans. #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. Enable it from the dashboard and connect source control, your deploy system, and your telemetry provider. Rollouts starts watching on the next pull request. #Monitoring plans 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. #Deploy tracking 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. #Regressions 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. #Integrations 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. #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. Enable it from the dashboard for the repositories you want reviewed. Draft PRs are skipped. #What it reports 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. #Findings 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. #Team rules 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. #Get started Rollouts and Security Reviewer are available today on Teams and Enterprise plans. Enable either bot from the automations tab. 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.

Businesscursor.com/changelog/rollouts-and-security-reviewer
Claude Blog14d ago

How CodeRabbit, Power Digital, and ThoughtSpot scale with Snowflake and Vercel on Claude Marketplace

CodeRabbit expanded its Vercel plan through Claude Marketplace, and Power Digital and ThoughtSpot put their Snowflake spend on their Anthropic commitment. See how companies building on Claude use budget they've already committed to pay for the tools they run on.

Businessclaude.com/blog/how-coderabbit-power-digital-and-thoughtspot-scale-with-snowflake-and-vercel-on-claude-marketplace

September 17

Thu · Sep 17 · 1 post

September 15

Tue · Sep 15 · 1 post

September 10

Thu · Sep 10 · 1 post

September 3

Thu · Sep 3 · 2 posts

September 1

Tue · Sep 1 · 2 posts

August 28

Fri · Aug 28 · 1 post

August 26

Wed · Aug 26 · 1 post

August 25

Tue · Aug 25 · 1 post

August 21

Fri · Aug 21 · 1 post

August 13

Thu · Aug 13 · 1 post

August 10

Mon · Aug 10 · 1 post

August 7

Fri · Aug 7 · 1 post
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