# Middleware 로그, 메트릭, 트레이스, 인프라, 애플리케이션과 사용자 경험을 한곳에서 모니터링하는 풀스택 옵저버빌리티 플랫폼. OpsAI로 문제 탐지와 해결을 지원합니다. - Findings24: - 웹사이트: - 가격: Freemium - 카테고리: AI DevOps 어시스턴트, AI 옵저버빌리티 ## Middleware란 무엇인가요? Middleware is a full-stack observability platform built to help teams monitor applications, infrastructure, databases, containers, logs, real user activity, synthetic checks, browser journeys, and LLM-powered workflows from one place. The product positions OpsAI, its AI SRE agent, as a layer that can detect issues, trace them across signals, and help resolve them automatically. The platform emphasizes unified telemetry and correlation rather than isolated tools. Its site describes a single timeline for logs, metrics, traces, and frontend sessions, OpenTelemetry support, natural-language exploration for dashboards and queries, and a lightweight installation flow with manual or auto instrumentation. Pricing is offered through a 14-day free trial, pay-as-you-go usage, and custom enterprise contracts. ## Middleware(으)로 무엇을 할 수 있나요? ### Unified telemetry view Collect logs, metrics, traces, and other telemetry in one place so teams can work from a single timeline instead of switching tools during incidents. ### Full-stack monitoring Detect and investigate issues across applications, infrastructure, databases, containers, RUM, synthetics, browser tests, and LLM workflows from the same platform. ### AI-assisted remediation Use the AI SRE agent to identify anomalies, correlate signals, pinpoint root causes, and suggest or generate fixes, including opening pull requests in some workflows. ### Natural-language investigation Run log, trace, and metric correlation along with natural-language query generation to help users inspect data without learning a custom query language. ### Data pipeline and retention controls Route, transform, and manage observability data through an observability pipeline with ingestion control, filtering, and retention options. ### Broad integrations Connect Middleware to a large stack of tools through built-in integrations, including application, cloud, container, database, networking, notification, streaming, and telemetry systems. ## 사용 사례 ### Production incident response Use Middleware to monitor production applications and infrastructure together so operations teams can spot incidents, correlate telemetry, and investigate root causes from a single workflow. ### Customer experience monitoring Track user-facing performance across web and mobile experiences with RUM, browser testing, and synthetic checks to catch issues before they affect customers. ### Cloud and container operations Watch Kubernetes, containers, and cloud infrastructure alongside logs and traces to understand cluster health and the application impact of resource bottlenecks. ### Database performance analysis Analyze database performance across supported engines, identify slow queries, and relate database behavior to broader system issues during troubleshooting. ### LLM application monitoring Support AI-powered applications by observing prompts, latency, token usage, costs, and backend traces in one place. ## 자주 묻는 질문 ### Does Middleware have a free trial or paid plans? Middleware offers a 14-day free trial with unlimited data ingestion. Its paid options include pay-as-you-go and custom enterprise pricing. ### What does Middleware monitor? The platform is described as a full-stack observability system with an AI SRE agent. It covers logs, metrics, traces, infrastructure, APM, RUM, synthetics, browser testing, databases, containers, and LLM monitoring. ### How does setup work? The site says installation can be done with a lightweight agent and supports manual and auto instrumentation. It also states that Middleware supports OpenTelemetry and many other collectors and data sources. ### How does the platform help with troubleshooting? Middleware says it unifies telemetry on a single timeline, correlates traces, logs, metrics, and frontend sessions by trace ID, and lets users ask for dashboards, charts, or queries in plain English prompts. ### Can customers cancel and keep their data for a short time? The source says pay-as-you-go customers can cancel anytime, and data is retained for 30 days after cancellation so it can be downloaded. ## 주요 정보 - **Category**: Full-stack observability platform - **Primary workflow**: Monitor, correlate, and troubleshoot telemetry from one platform - **AI feature**: OpsAI AI SRE agent - **Pricing model**: Free trial, pay-as-you-go, and custom contracts - **Source domain**: middleware.io - **Integrations**: 450+ built-in integrations