Observability – SRE Digest

SRE Market Intelligence Report March 2026

By SRE Digest April 3, 2026Observability, SRE

The March 2026 SRE ecosystem shows accelerating convergence of observability, AI-driven automation, and security. A record number of announcements focus on agentic AI for incident response, OpenTelemetry reaching production maturity, and vector search becoming critical infrastructure for generative AI.

Artificial Intelligence for IT Operations – AIOPS

By Pandian Ramaiah February 27, 2024Observability, SRE

We collect metrics, events, logs and traces (MELT) to attain observability. When we get an event, we assign it to rightful owner, who in turn take a decision to resolve…

Web defacement attack – Symptoms & Remediation

By Pandian Ramaiah February 19, 2024DevSecOps, Observability

Website defacement changes website content by hackers. Monitor 10 signs like DNS change, suspicious links, and new iframes. Take down the site, change passwords, investigate the attack, and restore from backup. Fix security weaknesses and improve practices to prevent future attacks. Remember regular backups and patching!

What is MELT? Why is it Essential for Observability?

By Pandian Ramaiah February 4, 2024Observability, SRE

MELT, an acronym for Metrics, Events, Logs, and Traces, is a framework essential in SRE for comprehensive system performance monitoring. It facilitates observability by providing data on system health, recording events, offering detailed logs, and tracing complex transactions. Through MELT, businesses can proactively manage their systems and enhance user experiences.