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Middleware

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Osservabilità full-stack per log, metriche, trace, infrastruttura, applicazioni ed esperienza utente, con OpsAI per rilevare e risolvere i problemi.

Cos'è Middleware?

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.

Cosa può fare Middleware?

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.

Casi d'uso

“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.

Domande frequenti

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.

Informazioni rapide

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

Analisi del traffico di Middleware

I dati sul traffico sono solo a scopo di riferimento.

Domain Rating
73

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