Testing, Deployment, and Maintenance Resources

GenAI Demo With Kafka, Flink, LangChain and OpenAI

Explore the architecture and demo for open-source data streaming using Apache Kafka and Flink with Python, LangChain, and OpenAI LLM APIs in the cloud.

May 17, 2024

by Kai Wähner

CORE

· 2,349 Views · 1 Like

How To Make a Successful Deployment and Not Die Trying

By incorporating these best practices into your deployment process, you will be more assured of success and error reduction.

May 17, 2024

by Alejandro Oses

· 240 Views · 1 Like

Distributed Systems: Common Pitfalls and Complexity

The complexity of distributed systems is an important challenge. In this post, explore the types of complexity you may encounter and effective tactics to use.

May 17, 2024

by Aleksei Popov

· 33,225 Views · 4 Likes

A Beginner's Guide To Deploying Hugging Face Models on SageMaker: Unlocking AI Capabilities for NLP, CV, and Gen AI

Learn how to elevate your SageMaker endpoint for any Hugging Face model to run your GenAI or traditional Machine Learning models.

May 16, 2024

by Sai Sharanya Nalla

· 862 Views · 3 Likes

Using CloudTrail Lake To Enable Auditing of Enterprise Applications

CloudTrail Lake is an AWS security service that can be used to ingest and analyze audit events from enterprise applications.

May 16, 2024

by Balaji Nagarajan

· 1,832 Views · 4 Likes

DevOps vs. DataOps vs. MLOps Vs. AIOps: Comparison of All "Ops"

The acronym "Ops" has rapidly increased in IT operations in recent years. Explore different "Ops" in this explanation of DevOps, DataOps, MLOps, and AIOps.

May 16, 2024

by Ravi Kiran Mallidi

CORE

· 5,706 Views · 6 Likes

How To Use Smart-Doc To Generate JMeter Scripts

Explore smart-doc, used to automatically scan code to generate JMeter performance test scripts, improving the efficiency of performance stress testing.

May 16, 2024

by sun yu

· 1,228 Views · 5 Likes

Building Intelligent AI Agents Using Semantic Kernels and Azure OpenAI Models: A Step-By-Step Guide

In this article, we will look into the power of Semantic kernel C# SDK and Open AI combined to create intelligent AI agents.

May 16, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 2,657 Views · 4 Likes

The Ultimate Guide to Cost Management in Google Cloud

Effective cost optimization demands smart resource management, automation, and continuous monitoring. Learn to optimize efficiently and maintain budget control!

May 15, 2024

by Vijayabalan Balakrishnan

· 816 Views · 1 Like

Advanced Linux Troubleshooting Techniques for Site Reliability Engineers

Explore advanced troubleshooting techniques beyond basic tools and commands, focusing on kernel debugging, system call tracing, performance analysis, and eBPF.

May 15, 2024

by Prashanth Ravula

CORE

· 2,701 Views · 2 Likes

AWS To Azure Migration

Explore AWS to Azure migration challenges its mitigation plan, top tools, a detailed checklist, and best practices for cost optimization for success.

May 15, 2024

by Pritesh Patel

· 465 Views · 1 Like

Exploration on Azure Computer Vision Model To Build AI-Ready Web Applications

This article explains how to integrate computer vision SDK with JavaScript to develop custom models or use pre-built models to build intelligent web applications.

May 15, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 493 Views · 4 Likes

Revolutionize Your Application Scalability With Kubernetes HPA: Tips and Best Practices

Learn how to enhance application scalability with Kubernetes HPA by installing Metrics Server and configuring auto-scaling based on CPU and memory usage.

May 15, 2024

by Rajesh Gheware

CORE

· 535 Views · 1 Like

From Novice to Expert: Building Robust Security With Kubernetes RBAC

Master Kubernetes security with this guide on RBAC, covering everything from basic roles and permissions to cluster protection.

May 14, 2024

by Rajesh Gheware

CORE

· 1,341 Views · 2 Likes

How You Can Use Logs To Feed Security

Learn how to leverage logs with tools and AI to enhance security, detect threats, manage costs, and capture all your data for proactive threat prevention.

May 14, 2024

by Alvin Lee

CORE

· 4,558 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 3): Advanced Topics and Practical Use Cases

In part three of this series, take an in-depth look at Apache Airflow, including advanced topics and practical use cases.

May 14, 2024

by Karthik Rajashekaran

CORE

· 1,097 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 2): Implementing Data Orchestration Solutions

In part two of this series, take an in-depth look at Apache Airflow, and how it can address the problem of orchestrating cloud-based data.

May 13, 2024

by Karthik Rajashekaran

CORE

· 1,313 Views · 2 Likes

ArgoCD Rollout vs. Flagger: Setup Guide and Analysis

The simplicity of Flagger is appealing, but if you’re a team of multiple platform engineers, a dashboard/UI with ArgoCD Rollout could be a better option for you.

May 13, 2024

by Chase Bolt

· 4,002 Views · 1 Like

How To Integrate ChatGPT (OpenAI) With Kubernetes

The combination of Kubernetes' advanced container orchestration capabilities and ChatGPT's contextual language generation enhances workflow efficiency.

May 13, 2024

by Anthony Neto

· 1,988 Views · 1 Like

Monte Carlo Simulations at Scale: Stock Price Prediction

Learn how to use AWS Batch to run Monte Carlo simulations efficiently and at scale, with a practical example from the financial sector (stock price prediction).

May 13, 2024

by Sai Sharanya Nalla

· 1,705 Views · 4 Likes

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