Introduction

In today’s distributed systems landscape, end-to-end observability is the lifeline of every engineering team. SigNoz, an open-source Application Performance Monitoring (APM) platform, combined with Clawcloud Run’s free container resources and one-click deployment, lets developers spin up an enterprise-grade monitoring stack in under three minutes.

1. Why SigNoz?

Key Benefits

1. Full-Stack Observability
   • Distributed tracing (OpenTelemetry standard)
   • Metrics, logs, and traces in one unified view
2. Out-of-the-Box Ready
   • Pre-built Kubernetes and microservices dashboards
   • Smart anomaly detection (e.g., sudden P99 latency spikes)
3. Cost-Effective
   • Up to 90% cost savings over proprietary solutions
   • Handles TB-scale data with columnar storage

2. 3-Minute Deployment Guide

On Clawcloud Run

1. Log in to the Console https://console.run.claw.cloud
2. Search the App Store
   • Type “SigNoz” in the search bar
3. One-Click Deploy
   • Click Deploy
   • ✅ Visit your generated domain, e.g.:
     signoz-xxx.run.claw.cloud

3. Core Configuration Examples

1. Instrument Your App

# OpenTelemetry settings
OTEL_EXPORTER_OTLP_ENDPOINT=http://signoz-xxx.run.claw.cloud:4317
OTEL_SERVICE_NAME=order-service

Supported Languages: Java, Python, Go, Node.js, .NET, PHP

2. Pre-Built Dashboards

3. Smart Alerting

# WeChat/Teams webhook integration
ALERTMANAGER_WEBHOOK=https://qyapi.weixin.qq.com/xxx

Notification Channels: Email, Slack, PagerDuty, Webhook

4. Enterprise Use Case: E-Commerce Flash Sale

1. Real-Time Monitoring
   • Order service P99 latency: 200 ms
   • Payment service error rate: 0.01%
2. Root-Cause Analysis
   • Detected MySQL connection pool bottleneck via logs
   • Traced down to the problematic code path
3. Capacity Planning
   • Historical data–driven resource forecasting
   • Auto-scaling trigger configuration

5. Performance Comparison

Try it now: SigNoz Official Site | Clawcloud Run
#Observability #APM #Clawcloud #SigNoz