Technology

Middleware

Middleware is a full-stack observability platform that uses AI to unify distributed traces, logs, and metrics into a single real-time dashboard.

Modern cloud stacks generate massive telemetry data that often stays siloed. Middleware solves this by deploying a lightweight agent (built on OpenTelemetry) to ingest data across Kubernetes clusters, AWS instances, and serverless functions. It uses a proprietary AI engine to correlate spikes in 99th-percentile latency with specific code commits or infrastructure bottlenecks. By consolidating tools like Datadog and New Relic into one interface, engineering teams reduce Mean Time to Detection (MTTD) by up to 40% while slashing monthly monitoring costs.