DevOps and CI/CD Resources

The 4 R’s of Pipeline Reliability: Designing Data Systems That Last

In this article, learn how the 4 R’s — robust architecture, resumability, recoverability, and redundancy — enhance reliability in AI and ML data pipelines.

May 1, 2025

by Sidhant bendre

· 5,013 Views · 2 Likes

Docker Model Runner: Streamlining AI Deployment for Developers

Docker Model Runner is a tool introduced to simplify running and testing AI models locally, integrating seamlessly into existing workflows.

April 30, 2025

by Ram Chandra Sachan

· 23,819 Views · 18 Likes

A Guide to Container Runtimes

The blog explores how to navigate various high-level container runtimes and key parameters to consider when making a choice.

April 30, 2025

by Rachit Jain

· 7,781 Views · 4 Likes

Setting Up Data Pipelines With Snowflake Dynamic Tables

This is a walkthrough of the process for building an automated data pipeline with dynamic table capabilities in Snowflake for various refresh frequencies.

April 30, 2025

by Prasath Chetty Pandurangan

· 5,003 Views

Building Scalable and Resilient Data Pipelines With Apache Airflow

Learn to build scalable, fault-tolerant, and observable data pipelines with Apache Airflow, focusing on real-time insights and custom reporting for enterprise SaaS.

April 30, 2025

by Ramya K R Vuyyuru

· 4,630 Views · 3 Likes

Building Data Pipelines With Jira API

Automate Jira workflows via API with Python: tickets on pipeline failures, JQL reports, and data sync. Start with failed transfers and expand to dashboards and testing.

April 28, 2025

by Saeed Ashif Ahmed

· 4,602 Views · 1 Like

Mastering Shift-Left: The Ultimate Guide to Input Validation in Jenkins Pipelines

Enhance Jenkins pipelines with shift-left input validation using a shared library—catch configuration errors early, boost reliability, and accelerate development.

April 28, 2025

by Bal Reddy Cherlapally

· 3,115 Views · 1 Like

Contextual AI Integration for Agile Product Teams

This article introduces Contextual AI Integration for agile product teams. Stop treating AI as a team member to “onboard;“ AI is a tool that requires context.

April 28, 2025

by Stefan Wolpers

CORE

· 4,578 Views · 2 Likes

Clean Up Event Data in Ansible Event-Driven Automation

Clean and normalize event data in Ansible Event-Driven Automation (EDA) with the ansible.eda.dashes_to_underscores filter for smoother, more reliable automation.

April 25, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 6,455 Views · 5 Likes

Java's Quiet Revolution: Thriving in the Serverless Kubernetes Era

Java evolves for serverless Kubernetes with Quarkus and Loom, tackling microservices and events, with cold start hurdles but a strong future in cloud-native apps.

April 25, 2025

by Alok Tibrewala

· 8,979 Views · 3 Likes

The Role of AI in Enhancing DevOps Processes

AI’s your DevOps wingman—handles the dull crap, sniffs out issues early, and keeps things humming. Early alerts, slick CI/CD testing, and self-fixing systems, all in one.

April 23, 2025

by Sujai Krishna Vasudavan

· 4,298 Views · 1 Like

A Modern Stack for Building Scalable Systems

Dive into modern stack recommendations for building robust and scalable systems. This stack is agnostic and can be integrated into all programming languages.

April 23, 2025

by Bartłomiej Żyliński

CORE

· 8,854 Views · 2 Likes

Mastering Fluent Bit: Installing and Configuring Fluent Bit Using Container Images (Part 2)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use container images, and how to get it running locally in minutes.

April 22, 2025

by Eric D. Schabell

CORE

· 4,327 Views · 3 Likes

Platform Engineering for Cloud Teams

Platform engineering empowers cloud teams by streamlining infrastructure, automating workflows, and enhancing developer experience to drive efficiency and innovation.

April 21, 2025

by Josephine Eskaline Joyce

CORE

· 7,077 Views · 10 Likes

Docs That Write Themselves: Scaling With gRPC and Protobuf

Use .proto files as the single source of truth. Generate both documentation and service stubs from them. Move all contracts — including Kafka events — to gRPC.

April 18, 2025

by Ilia Ivankin

· 4,881 Views · 2 Likes

Zero Trust Isn't Just for Networks: Applying Zero-Trust Principles to CI/CD Pipelines

Applied zero trust to CI/CD by removing implicit trust, isolating jobs, using short-lived credentials, and enforcing end-to-end verification.

April 18, 2025

by Yugandhar Suthari

· 5,503 Views · 1 Like

Mastering Fluent Bit: Installing Fluent Bit From Source (Part 1)

This intro to mastering Fluent Bit covers what Fluent Bit is, why source installs matter, and how to get it running locally in minutes.

April 17, 2025

by Eric D. Schabell

CORE

· 7,495 Views · 4 Likes

Gemma 3: Unlocking GenAI Potential Using Docker Model Runner

Run Gemma 3 locally using Docker Model Runner for private, efficient GenAI development — fast setup, offline inference, and full control.

April 17, 2025

by Anjan Kumar Ayyadapu

· 17,190 Views · 1 Like

Integrating Jenkins With Playwright TypeScript: A Complete Guide

A step-by-step guide to integrate Jenkins with Playwright TypeScript: The key files needed are playwright.config.ts, Jenkinsfile, package.json, and test files.

April 17, 2025

by Sidharth Shukla

· 7,784 Views · 3 Likes

Feature Flag Framework in Salesforce Using LaunchDarkly

A Salesforce feature flag system using custom permissions and LaunchDarkly enables controlled rollouts, rapid reversals, and seamless feature management.

April 16, 2025

by Ronith Pingili

· 6,212 Views · 1 Like

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