Testing, Deployment, and Maintenance Resources

Testing AI Is the First Step to Using AI

Sales and marketing professionals in high tech should use AI, but how do you start? There's a crucial first step that often gets skipped: testing.

April 1, 2025

by Jesse Casman

CORE

· 2,847 Views · 2 Likes

Testing DeepSeek-R1 Locally Using Ollama

Testing DeepSeek-R1 with Ollama for code generation, math solving, creative writing, and Q&A. See how it performs across tasks and where it falls short.

April 1, 2025

by Akmal Chaudhri

CORE

· 1,878 Views

The Production-Ready Kubernetes Service Checklist

Prepare your Kubernetes cluster for production with high availability, private networking, robust security, monitoring, auto-scaling, backups, and fault tolerance.

March 31, 2025

by Nicolas Giron

· 6,876 Views · 6 Likes

AWS WAF Classic vs WAFV2: Features and Migration Considerations

AWS WAFV2 is a major upgrade over WAF Classic, offering better scalability, flexibility, and automation. We'll also look at key migration considerations.

March 31, 2025

by Srinivas Chippagiri

CORE

· 20,400 Views · 2 Likes

Product Design vs Platform Design for Software Development

Compare platform and product design approaches for business needs. Understand their differences and compare them to find the best fit for your use case.

March 31, 2025

by Ravi Kiran Mallidi

CORE

· 4,196 Views · 5 Likes

The Role of DevSecOps in Securing Multi-Cloud Architectures

Discover how DevSecOps enhances security in multi-cloud ecosystems, enabling safe implementation and addressing key challenges with effective strategies.

March 31, 2025

by Hrushikesh Deshmukh

· 4,448 Views · 2 Likes

Ansible Security and Testing Tools for Automation

Essential collection of security and testing tools and framework for your Ansible automation. Reduce the security risk using the tools.

March 28, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 8,795 Views · 8 Likes

Understanding the Importance of Web Accessibility

Learn the importance of web accessibility, WCAG guidelines, and tools to ensure your website is usable by everyone, including individuals with disabilities.

March 28, 2025

by Vaishnavi Nayak

· 2,471 Views

Security in the CI/CD Pipeline

Secure CI/CD pipelines with integrated security checks, static analysis, dependency scanning, and container security to prevent vulnerabilities in production.

March 28, 2025

by Elakkiya Daivam

· 5,183 Views · 3 Likes

Using Terraform Moved Block to Refactor Resources

Terraform moved block, introduced in version 1.1.0, provides a straightforward way to refactor resources by explicitly mapping old resource addresses to new ones.

March 28, 2025

by Mariusz Michalowski

· 4,528 Views · 1 Like

Building a Scalable ML Pipeline and API in AWS

This blog explains the architecture and design for building a scalable end-to-end ML pipeline using AWS for automated model execution, real-time data processing, and API.

March 28, 2025

by Dhanush Thirugnana

· 5,391 Views · 3 Likes

The Art of Postmortem

Top tech companies have a meticulous post-mortem process for analyzing outages. In this article, we shed light on the art of writing a good post-mortem report.

March 28, 2025

by Aditya Visweswaran

· 3,952 Views · 4 Likes

Self-Healing Data Pipelines: The Next Big Thing in Data Engineering?

Build self-healing data pipelines on GCP using AI-powered tools like GPT-4 and Python to detect and fix errors automatically.

March 27, 2025

by Naresh Erukulla

· 9,670 Views

The Future of DevOps

Learn about Infrastructure as Code (IaC) predictions for 2025, from AI-driven drift management to cost optimization, platform engineering, and multi-framework trends.

March 27, 2025

by Omry Hay

· 3,938 Views · 3 Likes

Modern QA Practices to Enhance Software Reliability

Modern QA approaches help business processes by improving operational efficiency through early defect detection, broader test coverage, and enhanced software stability.

March 26, 2025

by Pavel Novik

· 4,137 Views

Ensuring Data Quality With Great Expectations and Databricks

Ensure data quality in pipelines with Great Expectations. Learn to integrate with Databricks, validate data, and automate checks for reliable datasets.

March 26, 2025

by Sairamakrishna BuchiReddy Karri

· 5,366 Views · 2 Likes

How to Integrate Event-Driven Ansible With Kafka

Integrate Ansible with Kafka for real-time automation: trigger playbooks via Kafka events, enhance incident response, optimize workflows, and scale seamlessly.

March 26, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 5,605 Views · 12 Likes

Building AI-Driven Intelligent Applications: A Hands-On Development Guide for Integrating GenAI Into Your Applications

This article explains how to build a GenAI-powered chatbot and provides a step-by-step guide to build an intelligent application.

March 26, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 5,583 Views · 1 Like

GenAI: From Prompt to Production

GenAI-Logic is a prompt-driven approach to describing a model and logic using natural language. Create a time tracking system and post to production in less than 2 hours.

March 25, 2025

by Tyler Band

· 6,137 Views · 7 Likes

Mastering Async Context Manager Mocking in Python Tests

Simplify testing complex asynchronous Python code by mastering async context manager mocking with Pytest, ensuring reliable and maintainable test coverage.

March 25, 2025

by Aditya Karnam Gururaj Rao

· 6,738 Views · 2 Likes

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