Question: Is there an AI-powered platform that can help developers fix problems more easily and reduce downtime by codifying collective knowledge of system building and operation?

If you're looking for an AI-powered platform to help developers debug faster and spend less time with downtime, Metabob is a good option. It uses graph-attention networks and generative AI to help with code review, refactoring and debugging, with a focus on improving software security and quality. Metabob's features include AI code review, software security scanning, debug and refactor, self-hosted deployment, and integrations with common development tools, so it's a good option for keeping legacy code up to date and vetting AI-generated code.

Another option is Second, which automates and simplifies maintenance of large enterprise codebases. It tackles time-consuming tasks like migrations and code reviews, and offers codebase intelligence to spot security vulnerabilities, slow code and dead code. Second doesn't store or train on code, so it protects data privacy, and it's SOC 2 Type II compliant, which means it's a good option for enterprises. The service integrates with common tools and services, and is designed to automate 95% of each project to save time and money.

Sourcegraph is also a good option for developers who want to get more out of their time. It offers an AI-powered coding assistant called Cody, along with features like cross-repository code navigation, fast and accurate code search, and automated large-scale code changes. Sourcegraph supports many programming languages and offers visualizations to monitor codebase insights, helping development teams work more efficiently with less errors.

Last, CodeComplete is geared for enterprise customers with a self-hosted option that's designed to boost developer productivity. It includes tools like code generation, automated unit test generation, automated documentation, refactoring and migrations. CodeComplete protects code and data with self-hosted options and uses permissively-licensed repositories to reduce legal risks, and it offers powerful analytics and logging for visibility into usage and performance.