Question: Is there a platform that uses AI to detect potential risks in code changes and provides impact assessments?

If you're looking for a service that uses AI to flag potential problems in code changes and offer impact assessments, DryRun Security is a strong contender. The service can be installed as a drop-in GitHub extension, providing security context in real time and offering rapid, accurate code reviews through its AI-powered Security Buddy. It evaluates authentication, sensitive code paths and code brittleness with its SLIDE model so developers can concentrate on programming instead of security.

Another tool worth checking out is Metabob, which uses graph-attention networks and generative AI to help with code reviews, debugging and refactoring. Metabob spots problematic code with graph neural networks and offers context-aware explanations and fixes with large language models. It can be self-hosted and offers several pricing tiers, including a free option for solo developers.

If you want a full-featured code intelligence platform, take a look at Sourcegraph. Sourcegraph offers an AI-powered coding assistant called Cody, as well as tools like Code Search, Batch Changes and Code Insights. It supports multiple programming languages and integrates with common IDEs, making it a good option for improving developer productivity and reducing errors.

Last, Bito offers a collection of AI-powered tools to help you get work done. With tools like AI code reviews, chat help and code completions, Bito helps you keep your code secure, scalable and performant. It works with GitHub and GitLab, and offers several pricing tiers, including a free option with limited features and a more detailed enterprise option.