WATCHLOG PRODUCT · APPLICATION

Find slowdowns before
your users do.

Distributed tracing, service dependency maps, latency percentiles, and error tracking for every backend service — automatically instrumented.

Application
End-to-end traces·p50 / p95 / p99 latency·Auto-instrumented

THE PROBLEM

Backend latency is invisible without traces.

When users report slowness, engineers face a guessing game across logs, metrics, and service dashboards. Without distributed tracing, finding the specific service, database query, or downstream call that caused a latency spike takes hours — not minutes.

No visibility into request paths

Logs tell you something went wrong. Traces tell you where, why, and for how long.

Slow queries stay hidden

A 400ms database call buried inside a 450ms request is invisible until tracing surfaces it.

Service dependencies are a mystery

Which services call each other? Which ones degrade under load? Without a service map, nobody knows.

WHAT'S MONITORED

Everything Application Performance Monitoring captures.

Real signals collected by the Watchlog Agent — available in your dashboard within 60 seconds of enabling.

Distributed Tracing

Full span waterfall for every request — from API gateway to database query and back.

Service Dependency Map

Auto-generated topology showing every service, its dependencies, and their health status.

Latency Percentiles

p50, p95, and p99 latency tracked per endpoint and per service with historical trending.

Error Tracking

Exceptions, stack traces, and error rate per service — with deploy marker correlation.

Slow Query Detection

Database calls exceeding threshold surfaced automatically in the span waterfall.

OpenTelemetry Support

Send traces from any OpenTelemetry-instrumented service directly to Watchlog.

LIVE VIEW

Trace waterfall — live.

See every span, service, and database call for any request in your system.

Application Performance Monitoring  ·  Live
api-gateway
142ms
auth-service
18ms
order-service
54ms
postgres-query
97ms (slow)
cache-miss
4ms
Total142ms
Spans5
Services4

CAPABILITIES

What Application Performance Monitoring gives you.

Full span waterfall

Every internal function call, database query, and external request shown as a timed span.

Auto-generated service map

Visualize your entire service topology without writing a single line of config.

Latency histogram

Understand the distribution of request latency — not just the average.

Deploy correlation

Error rate and latency changes automatically correlated against your deploy events.

Error group deduplication

Identical exceptions grouped and counted so you know which bugs matter most.

Endpoint performance table

Rank every route by p95 latency, error rate, and request volume in one table.

USE CASES

How engineering teams use Application Performance Monitoring.

Latency regression investigation

A deploy changed something. APM shows you exactly which endpoint got slower and which span is responsible.

TracesDeploysLatency

N+1 query detection

APM surfaces repeated database calls in a single request trace — the classic N+1 pattern caught automatically.

DatabaseSpansPerformance

Service dependency debugging

A downstream microservice starts timing out. APM shows its upstream callers, error rate, and impact scope.

ServicesTimeoutsDependencies

Error rate spike response

Error rate climbs on /api/checkout. APM shows the exception, the stack trace, the span, and when it started.

ErrorsOn-callProduction

PLATFORM FIT

Application Performance Monitoring inside the Watchlog platform.

APM connects with Log Monitoring for trace-to-log correlation, Infrastructure for host-level context, and AI Analysis for automated root cause when error rates spike.

Log Monitoring
Jump from trace to matching logs
Infrastructure
Host context for each service
AI Analysis
Auto root cause on error spikes

QUICK START

Start Application Performance Monitoring in under 2 minutes.

No YAML. No complex configuration. The Watchlog Agent handles discovery automatically.

01

Install the Agent

One curl command on your host. The Watchlog Agent starts immediately.

sudo apiKey="$WATCHLOG_API_KEY" server="$WATCHLOG_SERVER" MEMORY="300M" bash -c "$(curl -L https://watchlog.io/ubuntu/watchlog-script.sh)"
02

Configure OTLP Endpoint

Update your OpenTelemetry exporter endpoint to send traces to the Watchlog Agent.

http://<agent-host>:3774/apm/<your-app-name>/v1/traces
03

View APM Data

Traces will appear in the Watchlog dashboard as soon as traffic reaches your instrumented application.

GET STARTED

Start monitoring with Application
Performance Monitoring.

Full distributed tracing, service maps, and latency percentiles — visible in under 2 minutes.

Questions? Talk to us → [email protected]