Latest from Ankur

GitOps in the Wild: Scaling Continuous Delivery in Hybrid Cloud Environments
A deep dive into scaling GitOps for hybrid and multi-cloud environments, exploring architecture, governance, security, observability and real-world enterprise practices.
Nov 14, 2025 · 3 minAll articles by Ankur Mahida
Showing 1–4AIOps for SRE — Using AI to Reduce On-Call Fatigue and Improve Reliability
Site reliability engineering (SRE) has become an emergent niche practice invented at Google to become a foundation of contemporary enterprise performance worldwide. With the continued growth of microservices, a multi-cloud infrastructure and continuous deployment pipelines adopted by organizations, the operational surface area has increased to the extent that human personnel cannot monitor and manage it in real time. The effectiveness […]
From Noise to Narrative: Rethinking Observability for AI-Augmented DevOps Pipelines
Supporting today’s DevOps — where AI is involved — requires developers to switch from seeing observability as a solely technical aspect to thinking of it as a way to explain what happens in the system
Zero-Trust, Full Stack: Embedding Cybersecurity Principles Into Site Reliability Engineering Culture
These days, with digital threats everywhere, cybersecurity must evolve beyond just being a perimeter measure. Given the rapid delivery of software and the transient nature of infrastructure, security must be built into DevOps. This shift presents both a challenge and an opportunity for site reliability engineers (SREs) to apply zero-trust principles everywhere, starting with infrastructure […]