DevOps and CI/CD Resources

AIOps for Predictive Incident Management: A Novel Approach to Proactive DevOps

AIOps with machine learning improvements will allow DevOps teams to tune the system approaches from reactive to proactive.

October 20, 2025

by Lakshmi Prasad Rongali

· 1,820 Views · 1 Like

Event-Driven Chaos Engineering: From Failure to Resilience in Kubernetes

Event-driven chaos in Kubernetes ties alerts to automated failure tests, transforming unexpected disruptions into resilience by design.

October 17, 2025

by Josephine Eskaline Joyce

CORE

· 4,849 Views · 4 Likes

DevEx Ambient Agent With Advanced Knowledge Graph

The Agentic DevEx Assistant boosts developer productivity by automating tasks, providing contextual insights, and offering personalized career growth guidance.

October 17, 2025

by Chris Shayan

· 6,169 Views · 2 Likes

Centralized Configuration Management With Consul

In this article, learn how to set up centralized configuration in Spring Boot using HashiCorp Consul for dynamic, environment-specific settings management.

October 15, 2025

by Vishnu Viswambharan

· 2,967 Views · 2 Likes

Building a Fault-Tolerant Microservices Architecture With Kubernetes, gRPC, and Circuit Breakers

Learn how to build resilient microservices with Kubernetes, gRPC, and the Circuit Breaker pattern to prevent cascading failures and improve reliability.

October 15, 2025

by Anil Jonnalagadda

· 12,728 Views · 4 Likes

CNCF Triggers a Platform Parity Breakthrough for Arm64 and x86

Actuated plus Ampere-powered runners let CNCF maintainers test and ship Arm64 natively, closing the gap with x86 across CI/CD.

October 14, 2025

by Scott Fulton III

· 2,306 Views · 2 Likes

Write Once, Enforce Everywhere: Reusing Rego Policies Across Build and Runtime

Stop writing the same policy twice. With the use of Rego, you can enforce the same exact rules, both in CI/CD and in production.

October 13, 2025

by Akshay Pratinav

· 2,081 Views · 2 Likes

AI-Assisted Kubernetes Diagnostics: A Practical Implementation

Proof-of-concept tool using GPT-4 to detect failing Kubernetes pods, analyze logs and events, and suggest fixes with human approval for common issues.

October 10, 2025

by Shamsher Khan

CORE

· 4,347 Views · 5 Likes

Popular DevOps Automation Tools

This post highlights popular DevOps tools that help automate workflows across CI/CD, IaC, configuration management, orchestration, and observability.

October 9, 2025

by Mariusz Michalowski

· 2,927 Views · 3 Likes

Golden Paths in IDPs: From Developer Chaos to Clarity

Golden paths in IDPs turn best practices into living standards, reducing chaos and enabling teams to deliver faster, safer, and at scale.

October 8, 2025

by Josephine Eskaline Joyce

CORE

· 3,036 Views · 3 Likes

Building Cost-Effective Internet Scale Applications

How cloud developers can build highly scalable applications with zero initial cost of running the infrastructure and scale them to millions of user requests.

October 7, 2025

by Ranjit Aneesh

· 3,632 Views · 2 Likes

Multi-Cloud Infrastructure Challenges and Solutions

Multi-cloud brings resilience but also complexity, drift, security, and cost challenges. IaC, automation, and unified monitoring turn it into an advantage.

October 3, 2025

by Durojaye Olusegun

· 3,295 Views · 3 Likes

Implement a Circuit Breaker for an Unavailable API Service Running in App Connect on CP4I Using Red Hat Service Mesh

Learn how to implement the Circuit Breaker pattern using Red Hat OpenShift Service Mesh and IBM App Connect to prevent app outages.

October 2, 2025

by Abhinav Priyadarshi

· 2,480 Views · 2 Likes

Policy-as-Code for Terraform in Regulated Environments

Treat your security rules and compliance like tests that run every time you perform Terraform Plan. Learn how Policy-as-Code (PaC) allows you to do that.

October 1, 2025

by Jas Tandon

· 5,889 Views · 2 Likes

Centralized vLLM on Kubernetes for Scalable LLM Infrastructure

This article demonstrates how we can run vLLM on Kubernetes for a centralized LLM serving engine that is production-ready and can be used by multiple applications.

October 1, 2025

by Rajashree Mandaogane

· 4,660 Views · 1 Like

Building GitOps Pipelines With Helm on OpenShift: Lessons From the Trenches

Learn in this guide how we migrated to a GitOps workflow with Helm, OpenShift, and ArgoCD — lessons, pitfalls, and wins from real-world Kubernetes deployments.

September 30, 2025

by kazeem mohammed

· 2,867 Views

Master Advanced Error-Handling to Make PySpark Pipelines Production-Ready

PySpark jobs often fail because of bad data, network issues, or logic errors. Sometimes, after hours of processing. Learn how to make your Spark pipelines more reliable.

September 30, 2025

by Ram Ghadiyaram

CORE

· 5,125 Views · 6 Likes

How to Integrate AI APIs Into Your Projects

AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”

September 29, 2025

by Devesh Garg

· 2,976 Views · 1 Like

Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments

The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.

September 29, 2025

by Sajal Nigam

· 2,014 Views · 1 Like

Why CI and CD Should Be Treated as Separate Disciplines (Not CI/CD)

Continuous integration and continuous delivery serve different purposes in the development pipeline — optimizing each independently leads to better outcomes.

September 29, 2025

by Shibashis Mishra

· 2,185 Views · 6 Likes

The Latest DevOps and CI/CD Topics