KubeSense: Next-Gen Observability with AgentSRE

Instant, Low-Overhead APM with
AI-Powered RCA and Insights

KubeSense delivers high-fidelity distributed tracing, service performance metrics, and real-time RCA—all in one lightweight, AI and eBPF-powered observability platform with a high-performance telemetry backend, sub-second analytics, and zero manual instrumentation.

Deep Insights with Zero Noise

Real-Time Distributed Tracing

Trace every request across services, APIs, databases, and queues—with millisecond-level precision.

eBPF-Based Instrumentation

Capture application traces without touching code—powered by ultra-light, kernel-level eBPF sensors.

AI Insights for Traces

Know the reasons for latency bottlenecks, error spikes, and top contributing spans using our built-in AI analytics engine.

Correlated, Context-Aware Tracing

Cross-Telemetry Correlation

Traces are automatically enriched with related logs, metrics, and infrastructure events—no manual stitching.

Root Cause Discovery

Surface performance degradations and anomalies across any span, endpoint, or service with one click.

Multi-Dimensional Context

See trace impact by region, version, cluster, team, and customer powered by our agentic data model.

Smart APM with AgentSRE

Built-in RCA-Agent

Traces feed directly into the RCA-Agent to identify root causes in seconds—no dashboards, no guesswork.

AnomalyAgent Analysis

Spot slowdowns and errors tied to code changes, deploys, or traffic shifts before they escalate.

B2BSuccessAgent for APM

Monitor customer-specific service latency, errors, and timeouts—ideal for B2B use cases and SLA tracking.

Live Service Maps, Dashboards & Instant Querying

Live Service & Network Maps

Auto-generated service maps and call graphs give you real-time visibility into dependencies and bottlenecks.

Customizable Dashboards

Pre-built latency and error dashboards segmented by service, route, team, or version—fully customizable to your needs.

Focused Service Investigation

Run fast, SQL-style queries on live trace data for rapid root cause discovery and deep troubleshooting.

Performance Without Overhead

Low CPU & Memory Usage

Ultra-lightweight sensors with just ~2–3% overhead—perfect for high-scale, resource-sensitive environments.

No Manual SDKs Required

Supports automatic tracing via eBPF or OpenTelemetry, and seamlessly plugs into your existing telemetry stack—replacing your expensive setup in just 10 minutes.

Lightweight Yet Complete

Monitor databases, caches, APIs, queues, background jobs, and async services—no bloated agents, no hassle.

Deep Monitoring for Databases, Queues & More

Database Monitoring

Track slow queries, connection issues, and latency spikes across Postgres, MySQL, MongoDB, and more—enriched with correlated traces.

Kafka & Queue Monitoring

Monitor Kafka, RabbitMQ, and other message queues for throughput issues, consumer lag, and dropped messages.

DNS & Service Discovery

Get real-time DNS resolution metrics and identify failures that impact service communication and response times.

Service Level Monitoring with Business Context

Granular SLO/SLA Monitoring

Define and monitor SLOs across services, endpoints, and customer journeys—broken down by product, geography, merchant, or tenant.

Business-Level Objectives (BLOs)

Tie observability to business goals like checkout success rate, payment latency, or uptime for key partners—customized per use case.

SLA Compliance & Reporting

Automatically detect SLA breaches and generate compliance reports with customer-level impact attribution

Seamless Migration & Interoperability

One-Click, 10-Minute Migration

Easily migrate from legacy APM platforms to KubeSense using pre-built integrations and automated setup pipelines.

OTel-Native by Design

Send your traces directly from OpenTelemetry SDKs and collectors. We’re plug-and-play with your current setup.

Hybrid Compatibility

Ingest traces from existing APM agents while layering KubeSense’s high-performance backend and AI intelligence on top.