Last9
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Discover

Know What You Run
{Fix What Matters}

Auto-discover everything you run and trace problems to root cause — fast. Debug production issues with AI directly in your IDE.

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Last9 Discover Services Overview
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Traditional APMs show symptoms. {Discover shows causes.}

Context to act

Most tools stop at “service is slow”. Discover goes deeper — operations, DB calls, exceptions, and more; all correlated with telemetry.

Convention over configs

Beyond service catalogs. Always up-to-date inventory of services, clusters, jobs, and hosts.

One-click pivots

Jump from alerts to correlated logs, metrics, and traces without changing context or tools.

AI assisted

Use Last9 with Claude, Cursor, or in your Slack to get hypothesis and RCA reports along with fix recommendations.

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Monitor {your entire stack}
in one platform

Services Monitoring

Discover Services

Know every service, its health, dependencies, and user impact.

  • Operation analytics: latency, errors, throughput, saturation
  • Exceptions & slow queries with drill-downs
  • Outgoing calls + DB/Cache breakdowns
  • Instant pivots to related logs & traces
  • Auto-mapped upstream/downstream dependencies
[Explore Services →]
Kubernetes Monitoring Overview

Discover Kubernetes

See deployments, pods, resources the way you actually run them.

  • Live view of deployments, pods, nodes
  • CPU / memory / network / storage utilization
  • Pod-level errors and restarts; workload hot-spots
  • See deployment->pod health with CPU/mem/network and restart patterns for fast isolation
[Explore Kubernetes →]
Background Jobs Monitoring

Discover Jobs

Background & async, finally visible.

  • Execution success/failures, retries, and durations
  • Queue/consumer breakdowns and throughput trends
  • Exception hotspots and payload-level context
  • Related traces/logs for stuck or poison messages
[Explore Jobs →]
Host Infrastructure Monitoring

Discover Hosts

When it's not the code, it's the box.

  • CPU, memory, disk, network, and process metrics
  • Noisy-neighbor detection and saturation alerts
  • Host → service/process correlation for quick isolation
[Explore Hosts →]

Last9 helped us forget all the different observability tools and consolidate every dashboard into one single place. Everything is correlated and accessible in one place.

Rahul Mahale

Principal DevOps Engineer

Frequently Asked Questions

Can’t find the answer to your question? Contact our support team.

A real-time inventory and dependency map for Services, Kubernetes, Jobs, and Hosts that stitches metrics, logs, and traces into one debug surface.
APM says "service is slow." Discover pinpoints which operation, which dependency/pod/host, and deep-links to the exact logs/traces.
OpenTelemetry/Prometheus. Point existing collectors/exporters at Last9 — no proprietary agents.
Yes. It auto-maps what it sees and gets richer as you add coverage.
Minutes — services, pods, jobs, and hosts populate with out-of-the-box dashboards and dependency graphs.
One-click pivots from an alert → impacted operation → related traces/logs → affected pods/hosts for explainable, step-by-step triage.
  • Services: operation-level latency/errors, dependencies, DB/queue breakdowns.
  • Kubernetes: deployments/pods/nodes, restarts, resource hot-spots.
  • Jobs: successes/failures, retries, durations, queue/consumer health.
  • Hosts: CPU/mem/disk/net/process and app↔host correlation.
Yes — mirror telemetry and compare side-by-side. No lock-in.
Yes. With the Last9 MCP, agents like Claude/Cursor can query Last9 (e.g., "slowest payments ops last 15m") and get RCA reports and fix recommendations.
No extra runtime beyond your OTel instrumentation. Backend is built for high-cardinality and bursty traffic. We've handled peaks of 1.2B events/min and 60M+ concurrent users.

{Do more}
with less.

Talk to an Expert Start for Free
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