DevOps and CI/CD Resources

From Development to Deployment: Automating Machine Learning

A step-by-step journey of a machine learning model from development to deployment using containers and Infrastructure-as-Code tool Terraform.

July 29, 2025

by Yashraj Behera

· 2,595 Views · 4 Likes

Building Secure Transaction APIs for Modern Fintech Systems Using GitHub Copilot

Use GitHub Copilot to build secure fintech APIs faster by adding input validation, rate limiting, and safe error handling, without compromising compliance or trust.

July 29, 2025

by Sibasis Padhi

· 2,910 Views · 3 Likes

Why Most IaC Strategies Still Fail (And How to Fix Them)

Infrastructure as Code offers a compelling vision for solving the chaos of cloud ops, but in practice, many organizations remain tangled in complexity.

July 29, 2025

by Ido Neeman

· 2,107 Views

Docker Model Runner Makes Running Models Simpler

Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.

July 28, 2025

by Siri Varma Vegiraju

CORE

· 3,162 Views · 1 Like

Measuring DevOps Success in the Enterprise With DORA Metrics

Learn how DORA metrics help enterprises measure DevOps performance, boost software quality, and drive continuous improvement.

July 28, 2025

by May Sanders

· 1,807 Views · 2 Likes

The Open Source Climate Stack: Essential GitHub Repos Powering the Decarbonization Movement

Discover essential GitHub repos powering decarbonization, from data analysis to modeling, and contribute to a sustainable future.

July 25, 2025

by Devin Partida

· 2,607 Views · 1 Like

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 3,034 Views

CI/CD at Scale: Smarter Pipelines for Monorepo Mayhem

Smarter CI/CD for monorepos: use affected-only builds, caching, AI, and modular pipelines to scale efficiently without sacrificing velocity.

July 25, 2025

by Mohit Menghnani

CORE

· 3,448 Views · 3 Likes

Deploying Containers on Azure Container Apps

In this article, we’ll explore Azure Container Apps and walk through example ARM templates to demonstrate how to deploy them within an Azure environment.

July 24, 2025

by Siri Varma Vegiraju

CORE

· 3,267 Views

Designing Retry-Resilient Fare Pipelines With Idempotent Event Handling

Design retry-safe fare pipelines with idempotent event handling to ensure consistency across failures, retries, and duplications.

July 23, 2025

by Ravi Teja Thutari

CORE

· 3,536 Views · 2 Likes

How to Create Loki Alerts via PrometheusRule Resource

Enable PrometheusRule alerts for Loki logs with Grafana Alloy — even with Helm. Get unified, declarative alerting for logs and metrics in Kubernetes.

July 22, 2025

by Alexander Sharov

· 4,051 Views · 1 Like

6 Ways AI-Enhanced Phishing Can Hijack Developer Workflows (and What to Do About It)

Phishing has evolved into a major supply chain security threat, targeting software developers with attacks on development tools and workflows.

July 21, 2025

by Philip Piletic

CORE

· 3,175 Views · 3 Likes

Software Supply Chain Security Regulations From a DevSecOps Perspective

This article examines how new regulations demand automated SBOMs and DevSecOps automation to secure software supply chains and ensure compliance.

July 21, 2025

by Apostolos Giannakidis

CORE

· 3,673 Views · 1 Like

Designing and Operating Single-Tenant Architectures at Scale

This article covers deployment patterns, automation via CI/CD, centralized observability, and best practices to scale single-tenant dedicated environments efficiently.

July 21, 2025

by Avik Bose

· 2,410 Views · 1 Like

Log Spikes? No Sweat: How Top DevOps Teams Tame Bursty Workloads

Be ready for log storms: scale smart, ingest everything, and stay clear when traffic surges hit.

July 21, 2025

by Alvin Lee

CORE

· 1,884 Views · 1 Like

The Hidden World of Exit Codes: Tiny Integers With Big Meanings

Unix utilities and CLIs often exit with a range of exit codes, what do they mean and why do they matter? This article dives deep into each.

July 18, 2025

by Sriram Madapusi Vasudevan

· 3,704 Views

Implementing Event-Driven Systems With AWS Lambda and DynamoDB Streams

Learn how to build a real-time, event-driven system using AWS Lambda and DynamoDB Streams to process data changes automatically without polling or extra infra.

July 18, 2025

by Akash Verma

· 3,637 Views · 2 Likes

Terraform vs Pulumi vs SST: A Tradeoffs Analysis

Confused about which IaC tool to pick? This guide compares Terraform, Pulumi, and SST to help you choose based on project goals, team skills, and cloud needs.

July 17, 2025

by Gautier BLANDIN

· 4,314 Views

Migrating Traditional Workloads From Classic Compute to Serverless Compute on Databricks

This tutorial explains the migration of Databricks workloads from Classic Compute to Serverless Compute for efficiency and cost effectiveness.

July 17, 2025

by Prasath Chetty Pandurangan

· 4,506 Views

Optimizing Cloud Costs With Serverless Architectures: A Technical Perspective

Exploring cloud cost optimization with serverless architectures, focusing on dynamic scaling, function design, and case studies.

July 17, 2025

by Bhanuprakash Madupati

· 51,406 Views · 27 Likes

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