Middleware is a full-stack observability platform, officially positioned as a cloud observability solution combined with an AI SRE Agent, used for real-time monitoring and diagnosis, helping teams discover issues in large-scale environments while keeping data secure.
In terms of use cases, Middleware is aimed at teams that need to monitor infrastructure, application performance, and real user end experience, and is especially suitable for engineering teams troubleshooting and operating in production environments.
In terms of main capabilities, the platform provides full-stack observability, covering infrastructure monitoring (infra), application performance monitoring (APM), and real user monitoring (RUM). It can detect issues from these sources and resolve them with the help of the AI SRE Agent. The official emphasis is that its AI goes beyond discovering issues and can actually help fix problems in production environments. The official also states that Middleware reduces the time spent debugging and resolving issues by nearly 90%.
In terms of usage, the materials do not provide specific installation commands, onboarding steps, or code examples, so they are not provided for now.
In terms of applicable scenarios, it is suitable for engineering teams that need unified monitoring of infrastructure and the application stack and want to shorten troubleshooting and remediation time. The official cites customer Corgi's review, saying that it relies on Middleware to monitor its entire infrastructure and application stack, and believes that AI capable of fixing production issues is a real change for engineering teams.
In terms of limitations, the materials do not specify supported platforms, pricing, deployment methods, or data compliance details, so they are not provided for now.
