Mohana Ayeswariya J

JavaScript Error Monitoring: 12 Best Practices to Cut Noise & Ship Fixes Faster

Most JavaScript error feeds are 90% noise. Here are 12 production-tested practices from domain whitelisting to smart alerting that surface the errors actually breaking your users' experience.

SaaS vs Self-Hosted Observability (Including BYOC): Cost, Latency, Control and Governance

SaaS, BYOC, and self-hosted observability behave differently at scale in cost, latency, control and governance. A practical breakdown to help you pick the right deployment model.

PostgreSQL Connection Pool Exhausted in Kubernetes: Causes, Diagnosis and Fixes

The database's fine such as CPU is low, queries are fast- yet requests time out. Here's why PostgreSQL connection pools exhaust in Kubernetes, how to diagnose it fast, and how to fix it for good.

How to Choose an Observability Platform: A Growth-Stage Framework

A practical framework for choosing an observability platform as you scale like maturity levels, growth-stage requirements, hidden costs, and a buyer's evaluation checklist.

GCP Monitoring: A Complete Guide to Monitoring Google Cloud Applications and Infrastructure

A field guide to Google Cloud Monitoring, Cloud Logging, Cloud Trace, and the rest of the Google Cloud Operations Suite - what to instrument, how to alert without burning out your on-call rotation, and when native tooling stops being enough.

Powerful On-Premises Observability: A Complete Guide for Modern Enterprise Applications

A complete guide to on-premises observability for enterprises: architecture, compliance, must-have features, and how to evaluate a self-hosted monitoring platform that scales.

How to Diagnose Abnormal Kubernetes Workload Behavior (Step-by-Step)

It's 2:14 AM. CPU usage is normal. Memory looks stable. No pods are in CrashLoopBackOff. Every dashboard is green. And yet API latency has doubled, checkout requests are timing out, and your

Introducing AI-Powered Incident Correlation & Root Cause Detection

An API latency spike triggers 40 alerts, none tell you the cause. Atatus Problems groups them into one AI-correlated incident with automatic root cause detection. See how it works.

Observability: The Complete Guide (2026)

Observability means understanding why systems break, not just that they did. This guide covers logs, metrics, traces, OpenTelemetry, Kubernetes, and how to pick the right platform.

Monitor your entire software stack