Attackers use AI to find vulnerabilities faster. Your defenses should too. Introducing CodeRabbit Security. Map out your repository, hunt vulnerabilities in production code, verify each against real code, and ship fixes as PRs. No speculation. No noise.

Read all about CodeRabbit Security in depth here:

Okay, that sounds interesting. I'll give it a try today 🔥🔥🔥

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yeah, repo context is what makes security findings actually useful.

Shipping fixes as PRs sounds useful only when the finding survives production context. CodeRabbit Security should publish detection accuracy and false-positive rates across real repositories, because one noisy security PR can make a team mute the entire bot.

an agent that traces the issue, explains the path, and gives you a reviewable way forward. congratsssss team

🚀🚀🚀

been waiting for someone to do this properly😭 finding the vuln was never the hard part, triaging 200 false positives was

That's an interesting idea to use AI to find security issues. I would like to know how CodeRabbit keep track of latest vulnerabilities. However, I will this a try.

makes sense, code's getting shipped way faster than anyone can review it. clever...

🔥🔥🔥

Lets go 🚀🚀🚀

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Map what's running. Investigate what's off. Verify what comes out. Clear security story for the agent era.

Reachability matters. Shows where the risk lives and why it matters.

Whoa, this is dope!

that's what im already running been feeding the vuln writeups into Podlog, it turns the reports into an episode i listen to instead of skimming,

Yesss! AI-native application security is a category worth watching.

AI coding needs security that can reason across a repository.

@TheAnkurTyagi holy moly

@AngryTomtweets Awesome, most needed addition ❤️‍🔥

Security teams need an overview. Developers need useful context in the workflow. This launch connects those needs well.

if this kills the false positives before opening a PR, that’s the whole product for me. nobody needs another scanner handing them 30 maybes

But where’s the rabbit in all of these? 😅

all the best

security that explains the finding before handing it to the developer. we need more of this

As AI accelerates both code generation and attack techniques tools that deliver continuous, verified security coverage across the full repository are becoming essential.

for me it’s the explainability!! most tools tell you something’s wrong and leave you to figure out if it even matters telling me why it’s reachable is the part i ACTUALLY need

Basically two cats optimizing opposite reward functions. Stationary equilibrium? Not likely. Your move, defenders.

AI-written code makes independent security verification more important

this update is so good... literally everything a vibe coder could want

Real repository context makes security findings much easier to act on.

Turning security findings into verified fixes and ready-to-merge PRs is the real upgrade.

Yesterday 135M series announcement and today this... You guys are on 🔥

@kimmonismus shipping security fixes as PRs assumes someone reads them. manual review caught 14% of dangerous commands in anthropics testing last week