---
title: "Discussion on \"Designing a CI/CD Pipeline That Survives 40+ Customer Environments\" | Hashnode"
description: "Discussion on \"Designing a CI/CD Pipeline That Survives 40+ Customer Environments\". Customer Continuous Delivery"
url: "https://hashnode.com/posts/designing-a-ci-cd-pipeline-that-survives-40-customer-environments/6a9732b09cc92edf845dfbee"
---

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Discussion

# [Designing a CI/CD Pipeline That Survives 40+ Customer Environments](https://sundar-anbalagan.hashnode.dev/designing-a-ci-cd-pipeline-that-survives-40-customer-environments?utm_source=hashnode&utm_medium=feed)

Customer Continuous Delivery

Sep 1 · 9 min read · sundar-anbalagan.hashnode.dev  
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## Written by

[Sundaramahalingam Anbalagan](https://hashnode.com/@sundar-blogs)

@sundar-blogs · Bengaluru, India

  
[View profile](https://hashnode.com/@sundar-blogs)

Principal SRE | Writing about Kubernetes, Observability & Reliability Engineering from 11 Years in the Trenches

Principal Platform Engineering and DevOps Leader with 11+ years of experience building and operating high-availability cloud-native systems at enterprise scale. Currently leading SRE practices at ABB India, managing reliability for 25+ product modules across distributed global architectures. I write about real-world Kubernetes (AKS), Observability (Prometheus, Grafana, Loki), SLOs & Error Budgets, CI/CD, GitOps, and AIOps — lessons learned from actual production systems, not textbooks.

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