Middleware

Middleware is an AI-powered full-stack observability platform that unifies application performance monitoring, infrastructure monitoring, log management, and real user monitoring in one place. A single timeline and intelligent diagnostics help DevOps teams cut MTTR, boost reliability, and simplify cloud operations.

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observability platformfull-stack monitoringAI opsapplication performance monitoringcloud-native monitoringinfrastructure monitoringintelligent root-cause analysis

Features of Middleware

Full-stack coverage: apps, servers, containers, databases, and cloud services in one agent

Centralized log management with real-time parsing and alerting

Real user monitoring to track page load, Core Web Vitals, and user journeys

Synthetic monitoring and automated browser tests to catch issues before users do

AI-driven anomaly detection and root-cause analysis that pinpoints the exact service or line of code

Auto-fix suggestions and one-click pull-request generation for faster remediation

Unified timeline view that correlates metrics, traces, and logs in seconds

Zero-lock-in: open protocols, language-native SDKs, no forced third-party agents

Use Cases of Middleware

Unify health visibility across multi-cloud and hybrid environments

Debug code-level latency or broken distributed traces in minutes

Troubleshoot outages with centralized logs instead of jumping between tools

Optimize front-end UX by measuring real user sessions and Core Web Vitals

Run synthetic tests 24/7 to validate critical user flows before releases

Let AI surface anomalies and recommend fixes to shrink incident response time

FAQ about Middleware

QWhat is Middleware?

Middleware is an AI-powered full-stack observability platform that delivers APM, infrastructure monitoring, log management, and RUM in a single pane of glass.

QWhat are the key features of Middleware?

Full-stack monitoring, centralized logs, real user monitoring, synthetic tests, and AI-based anomaly detection with auto-fix suggestions.

QWhich resources can Middleware monitor?

Applications, servers, Kubernetes, Docker, cloud services, databases, and large-language-model endpoints.

QIs there a free tier?

Yes. The free tier includes all features with 100 GB of monthly ingest and a generous RUM session allowance.

QHow does Middleware reduce MTTR?

AI correlates metrics, traces, and logs to surface anomalies, pinpoint root cause, and generate actionable fix recommendations—cutting manual triage time.

QWhich architectures does Middleware support?

Cloud-native, micro-services, hybrid cloud, and on-prem. Works with any language, framework, or deployment model.

QDo I have to install a proprietary agent?

No. Use open protocols, language-native SDKs, or existing collectors—no locked-in third-party agent required.

QWhat exactly is the AI automation?

Automatic anomaly detection, root-cause analysis, and code-level fix suggestions—including ready-to-merge pull requests.

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