Testing, Deployment, and Maintenance Resources

Beyond 200 OK: Full-Stack Observability for Developers

200 OK isn’t success; we should own the complete user journey from click to memory with traceable, observable, full-stack systems.

August 4, 2025

by Mohit Menghnani

CORE

· 2,371 Views · 3 Likes

Feature Flags in Agile Development: Lessons from Scaling Front-End Platform Releases

Feature flags can supercharge agile UI delivery, but without intentional governance, they quietly become a source of complexity, risk, and technical debt.

August 1, 2025

by Aishwarya Murali

· 2,707 Views · 3 Likes

WAN Is the New LAN!?!?

Enterprises are replacing legacy LAN and MPLS with agile, cloud-optimized WANs powered by SD-WAN and Cloud WAN to meet global, digital demands.

August 1, 2025

by Harika Rama Tulasi Karatapu

· 2,731 Views · 5 Likes

Docker Offload: One of the Best Features for AI Workloads

Docker Offload enables running container builds and workloads in the cloud while maintaining a local development experience using Docker Desktop.

August 1, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 3,698 Views · 2 Likes

AI-Powered AWS CloudTrail Analysis: Using Strands Agent and Amazon Bedrock for Intelligent AWS Access Pattern Detection

In this post, I came up with a solution that addresses the critical challenge of efficiently analyzing AWS CloudTrail logs to identify security threats.

August 1, 2025

by Anil Malakar

· 3,121 Views · 2 Likes

Choosing Between GCP Workflows, AWS Step Functions, and Temporal for Stateful Workflow Orchestration

GCP Workflows vs AWS Step Functions vs Temporal — a vendor-neutral look at usability, dev experience, pros/cons, and best-fit use cases.

July 31, 2025

by Ravi Teja Thutari

CORE

· 6,672 Views

From Raw Data to Model Serving: A Blueprint for the AI/ML Lifecycle With Kubeflow

Learn the entire ML lifecycle—from data preparation to live inference—leveraging the Kubeflow platform to create a cohesive, production-grade MLOps workflow.

July 31, 2025

by Helber Belmiro

CORE

· 2,448 Views · 1 Like

Agentic DevOps for the Rest of Us: A New Era of Intelligent SDLC

Agentic DevOps augments developers with intelligent agents that automate coding, testing, and operations, boosting productivity across the entire SDLC.

July 30, 2025

by Shashikant Jagtap

· 2,410 Views · 1 Like

Building Reliable Experimentation Systems: From Assignment to Decision Quality

How we build reliable experimentation systems that ensure clean assignment, prevent SRM, and accelerate learning — from A/B tests to bandits.

July 30, 2025

by Ieshika C

· 1,692 Views · 1 Like

Should You Switch to a Monorepo? A Developer’s No-Fluff Guide

Polyrepo - fast, autonomous repos; duplicate code and scattered tooling. Monorepo - single codebase, one-PR fixes; heavy build tooling and org-wide standards.

July 30, 2025

by Mohit Menghnani

CORE

· 3,383 Views · 2 Likes

TypeScript in Cloud Applications: Why It’s a Powerful Choice

TypeScript blends static typing with JavaScript’s flexibility, boosting safety and speed for serverless, microservices, and scalable cloud app development.

July 29, 2025

by Rama Mallika Kadali

· 4,650 Views

2025 Gartner Magic Quadrant for iPaaS: A Shift Towards Intelligent Automation

The 2025 Gartner iPaaS report highlights a shift toward AI-driven, low-code platforms, with Workato rising to Leader and MuleSoft slipping to Challenger.

July 29, 2025

by Susmit Dey

CORE

· 5,814 Views · 1 Like

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

· 2,473 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

· 2,789 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

· 2,053 Views

AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider

The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.

July 28, 2025

by Sairamakrishna BuchiReddy Karri

· 2,371 Views

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,169 Views · 2 Likes

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

· 3,020 Views · 1 Like

5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever

Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.

July 28, 2025

by Nidhi Sharma

· 2,254 Views · 6 Likes

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

· 1,681 Views · 2 Likes

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