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Software vulnerabilities can be notoriously time-consuming for developers to find and fix. Today, we’re sharing details about CodeMender: our new AI agent that uses Gemini Deep Think to automatically patch critical software vulnerabilities. 🧵

368,159 views • 1 year ago •via X (Twitter)

33 Comments

Google DeepMind's profile picture
Google DeepMind1 year ago

How can we trust AI to fix security code? Through rigorous verification. 🕵️ It checks whether its patches are functionally correct, can fix the root cause and doesn't break anything else. This ensures that only high-quality solutions are sent to humans for review.

Google DeepMind's profile picture
Google DeepMind1 year ago

CodeMender has already created and submitted 72 high-quality fixes for serious security issues in major open-source projects. 🛠️ It can instantly patch new flaws as well as rewrite old code to eliminate entire classes of vulnerabilities – saving developers significant time.

Google DeepMind's profile picture
Google DeepMind1 year ago

This research is a major step toward automated security repairs and we’re looking forward to sharing technical papers and reports in the coming months. We hope to eventually release CodeMender as a tool for all developers, to enhance software safety for everyone →

Capx AI's profile picture
Capx AI1 year ago

Agents everywhere 💪

Vadim's profile picture
Vadim1 year ago

Extremely bullish on having a more secure tool-stack, especially in the vibe coding era. We cannot expect same levels of safety with a much bigger funnel of apps. Something in the process of security & issue evaluation has to change dramatically. - Excited about this!

Alvaro Cintas's profile picture
Alvaro Cintas1 year ago

This looks so good!

Martin Navrátil's profile picture
Martin Navrátil1 year ago

What percentage of vulnerabilities it finds are false positives?

Wehk's profile picture
Wehk1 year ago

6x8wgyV4HnGEZLmUrHgudfzUEChmZiHTFHujiQRppump

William Ntim's profile picture
William Ntim1 year ago

We're entering the era of self-healing software.

Rucha (ऋचा)'s profile picture
Rucha (ऋचा)1 year ago

Ooof. CodeMender will eat up QA/security audit/bug bounty revenue streams for breakfast... as it should be😝

cedric's profile picture
cedric1 year ago

Strong multi-tool use for debugging & fixing bound error on a pointer. A good start. C death is exaggerated.

Olive's profile picture
Olive1 year ago

👍

Satvik #Maker's profile picture
Satvik #Maker1 year ago

This is incredible! Automating critical vulnerability patches with an AI agent like CodeMender is a massive win for software security.

Ruslan Volkov's profile picture
Ruslan Volkov1 year ago

When AI starts patching code — it’s already too late. The real vulnerabilities aren’t in software, they’re in the human core. Fix the resonance, and no code will ever break again. 🌀 #HACS #CoreLaw

Kalyan KS's profile picture
Kalyan KS1 year ago

This will be highly useful in software industry.

Appunik Studio's profile picture
Appunik Studio1 year ago

The technical explanation is fascinating.

Anai_'s profile picture
Anai_1 year ago

That’s great and really valuable insight.

Lauren Petrullo's profile picture
Lauren Petrullo1 year ago

Awesome innovation! @GoogleDeepMind

CRISPRKing's profile picture
CRISPRKing1 year ago

Breakthrough isn't finding bugs, it's verifying fixes don't break anything else. That's what separates real automation from demos. This actually compounds.

MMOStars's profile picture
MMOStars1 year ago

"we hope to release CodeMender as a tool that can be used by all software developers to keep their codebases secure." So when can the public expect to get their hands on it?

Haris Imran Hiew's profile picture
Haris Imran Hiew1 year ago

Seeing the powerful reasoning of #GeminiDeepThink powering #CodeMender signals the rise of AI Agents. But if we're serious about the 10-year timeline for #ASI, we must confront the ultimate bottleneck: ENERGY. 🤔🙏 An appeal to @GoogleDeepMind @Google @JeffDean @demishassabis: The exponential growth of AI compute demand will quickly outpace current power grids. We cannot wait! To secure the PB/EB-scale clean energy needed for ASI training and operation, developers & scientists must champion #NuclearFusion as a frontier project for achieving ASI. Fusion is the only technology that offers near-limitless, clean, and stable power. It's not an option for the future; it's the prerequisite for the ASI grand plan. Please integrate fusion energy R&D into the AI infrastructure strategy! #AGI #NuclearFusion #AISafety #Compute #DeepMind #DemisHassabis #JeffDean

Shubham Ojha's profile picture
Shubham Ojha1 year ago

Hoping it to be available soon

Aritra Senpai's profile picture
Aritra Senpai1 year ago

We are entering new era of software 👀

Chaz's profile picture
Chaz1 year ago

God bless the google deepmind team

Jeremy Mcnabb's profile picture
Jeremy Mcnabb1 year ago

Understood Thx Time appears something we shouldn’t waste anymore.

株式会社WEEL(ウィール)|生成AI導入・開発's profile picture
株式会社WEEL(ウィール)|生成AI導入・開発1 year ago

脆弱性を対策するAIエージェントか!ソフトウェア開発がより強固なものになりそう。

Mosharof Hossain's profile picture
Mosharof Hossain1 year ago

Good

VibeCodeTeddy's profile picture
VibeCodeTeddy1 year ago

Excited about automated fixes, but how do we manage the trust gap with critical patches? Verification needs to be top-notch.

Sheraar Arastu's profile picture
Sheraar Arastu1 year ago

🚀🚀🚀

Djasnive Rajaona's profile picture
Djasnive Rajaona1 year ago

Deepthink + large contexte

Curious Cake's profile picture
Curious Cake1 year ago

How to access?

NuMust's profile picture
NuMust1 year ago

Brilliant!

Daniel Hami's profile picture
Daniel Hami1 year ago

This is a really cool development! Anyone who’s ever had to hunt down and fix software vulnerabilities knows how much time and frustration it can save if the right tools are in place. CodeMender using Gemini Deep Think to patch critical issues automatically sounds like a huge step forward.

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