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Middleware

bởi Middleware

A full-stack observability platform that detects, diagnoses, and fixes issues automatically.

Middleware is an AI-driven, full-stack cloud observability platform that detects, diagnoses, and automatically fixes issues across your entire system—Kubernetes, logs, traces, metrics, and RUM. Our Ops AI Agentic Mode turns observability into true autopilot by identifying problems and resolving them without human intervention. Engineering teams reduce noise, eliminate manual troubleshooting, and achieve self-healing infrastructure with Middleware.

Key Capabilities of Middleware Observability

  • AI‑first remediation, not just alerting: Auto fixes via Ops AI; shifts observability from “see the problem” to “solve the problem.”
  • Full-Stack Observability: 50+ capabilities across APM, infrastructure, logs, distributed tracing, browser, and mobile—unified in a single platform that correlates telemetry from every source.

  • Unified telemetry + action: Correlates signals across K8s/logs/traces/RUM and ties them to automated infrastructure runbooks and remediation policies—faster MTTR, lower toil.
  • FinOps alignment: Designed to reduce cloud waste alongside reliability; value story resonates with engineering + finance stakeholders.
  • Migration‑friendly: OpenTelemetry‑first and Datadog‑agent ingest to reduce switching friction; strong Azure integrations.
  • Open & Extensible: Built on open standards like OpenTelemetry with 100+ quickstart integrations, giving you flexibility without vendor lock-in.

  • Cost-Effective & Scalable: Transparent, usage-based pricing lets you ingest virtually unlimited data with no surprise costs.

  • Digital Experience Monitoring (DEM): An integrated DEM suite with RUM, synthetic, and mobile monitoring, offering end-to-end visibility into user journeys, including session replay.


Middleware on Microsoft Azure
  • Marketplace Billing: Purchase a Middleware plan and consolidate all billing through the Marketplace.

  • Azure Telemetry Ingestion: Easily send Azure platform logs and metrics to Middleware.

  • Single Sign-On (SSO): Configure SSO during new Middleware account creation.

  • Agent at Scale: Quickly install the Middleware Agent across multiple hosts in one go.

  • Resource Visibility: View and manage which Azure resources are monitored by Middleware.

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