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![Mark Maney](https://ph-avatars.imgix.net/4231916/original.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)
There are risks inherent in writing code. Risky third party packages, Infrastructure-as-code risks, and more. Arnica feeds developers AI generated recommendations, as they push code, to eliminate risks from ever finding their way into production.
![AI-based code risk mitigations](https://ph-files.imgix.net/5000d2d9-9f9c-456c-a46c-7b91658ae794.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)
AI-based code risk mitigations
Auto generate AppSec risk mitigation recs for developers
![Mark Maney](https://ph-avatars.imgix.net/4231916/original.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)
GitGoat is an open source tool built to enable DevOps and Engineering teams to design and implement a sustainable misconfiguration prevention strategy. It can be used to test products with access to GitHub repos without a risk to your production data.
![GitGoat](https://ph-files.imgix.net/344542dd-8f3a-4c3f-8d6c-3028c16a11a3.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)
GitGoat
Intentionally Misconfigured GitHub User + Repo + Teams Data
![Mark Maney](https://ph-avatars.imgix.net/4231916/original.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1)
Software supply chain attacks have caught the security community off-guard. Arnica, starting with GitHub & Azure DevOps, addresses the two primary root causes:
1) 🪄 excessive permissions to developer tools
2) 🥸 lack of abnormal behavior detection
1) 🪄 excessive permissions to developer tools
2) 🥸 lack of abnormal behavior detection
Arnica
Behavior based software supply chain security