Monitoring and Observability Resources for Engineers

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

· 5,480 Views · 3 Likes

Video Generation With Java: Leverage Nova and Amazon Bedrock

Learn how to generate videos using Amazon Nova on Amazon Bedrock with Java. This step-by-step guide covers AWS setup and Java code for video creation.

March 25, 2025

by Danil Temnikov

CORE

· 8,032 Views · 4 Likes

Breaking AWS Lambda: Chaos Engineering for Serverless Devs

Our serverless system crashed from traffic surges. With chaos engineering, we purposely broke Lambda, tested failures with AWS FIS, and achieved 99% uptime, 30s MTTR!

March 24, 2025

by Bharath Kumar Reddy Janumpally

· 5,895 Views · 3 Likes

Leverage Amazon BedRock Chat Model With Java and Spring AI

Learn to use Amazon Bedrock to build an app that sends text prompts to a model with Spring AI. This guide covers AWS setup, Spring AI config, and Bedrock integration.

March 24, 2025

by Danil Temnikov

CORE

· 9,904 Views · 5 Likes

Graph API for Entra ID (Azure AD) Object Management

Graph REST API for effective administration of user identities, groups, and devices is essential for organizations of all sizes.

March 21, 2025

by Anant Wairagade

· 10,112 Views · 2 Likes

Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch

Deploying a scalable Multimodal RAG application using Amazon Bedrock for embeddings and language models, and Amazon OpenSearch as a vector store.

March 20, 2025

by Mahesh Vaijainthymala Krishnamoorthy

· 4,468 Views · 3 Likes

AI-Powered Observability With OpenTelemetry and Prometheus

Learn how AI-driven observability transforms monitoring with proactive issue detection, smarter analysis, and seamless integration into modern IT systems.

March 19, 2025

by Vasanthi Govindaraj

· 8,283 Views · 5 Likes

AI-Driven Kubernetes Troubleshooting With DeepSeek and k8sgpt

Learn Kubernetes troubleshooting with k8sgpt and DeepSeek via Groq API. AI-powered SRE Copilot automates debugging, root cause analysis, and fixes.

March 19, 2025

by Rajesh Gheware

CORE

· 9,823 Views · 5 Likes

Bridging Cloud and On-Premises Log Processing

This article emphasizes on the feasibility of ingesting logs from public cloud platforms into on-premises services by highlighting key points.

March 18, 2025

by Avinash Ibbandi

· 3,655 Views · 3 Likes

Attribute-Level Governance Using Apache Iceberg Tables

This article explains how data filter options in lake formation can be fruitful in managing fine-grained access leveraging Apache Iceberg tables.

March 17, 2025

by Ankur Srivastava

· 3,878 Views · 2 Likes

Accelerating Deep Learning on AWS EC2

Install CUDA on AWS GPU instances, containerize your deep learning model, and scale with ECS/EKS for cost-effective, high-performance training and inference.

March 14, 2025

by Praveen Kumar Thopalle

· 5,942 Views

Automate and Standardize IBM ACE Installation With PowerShell

To address the challenges with the repetitive nature of ACE installations, the PowerShell library streamlines the installation workflow.

March 14, 2025

by Matthias Blomme

· 4,336 Views · 2 Likes

SRE Best Practices for Java Applications

Learn SRE best practices for Java applications to ensure high availability, performance, and scalability, covering monitoring, logging, security, and more.

March 12, 2025

by Reza Ganji

CORE

· 11,103 Views · 12 Likes

Chat History for AI Applications With Azure Cosmos DB Go SDK

Build a chat history implementation with Azure Cosmos DB for NoSQL Go SDK and LangChainGo, enhancing LLM context and enabling efficient testing with Testcontainers.

March 12, 2025

by Abhishek Gupta

CORE

· 3,944 Views · 3 Likes

Enhanced Monitoring Pipeline With Advanced RAG Optimizations

A refined RAG pipeline integrates advanced observability, rigorous evaluation metrics, end-to-end security, performance optimizations, and production-ready features.

March 11, 2025

by Praveen Kumar Thopalle

· 6,160 Views

How to Deploy Karpenter on AWS Kubernetes With kOps

Karpenter is no longer officially supported by kOps. This blog walks you through the step-by-step process of deploying Karpenter on a kOps-managed AWS Kubernetes cluster.

March 11, 2025

by Paul Muller

· 5,969 Views · 3 Likes

How to Use GPU Nodes in Amazon EKS

In this article, we'll run GPU nodes in AWS EKS in seven simple steps via nvidia-driver and will check basic methods to debug it after the deployment.

March 11, 2025

by Alexander Sharov

· 5,183 Views · 3 Likes

Google Cloud vs AWS: Picking the Right Cloud Platform

This article gives you a look into the crucial comparisons between Cloud and AWS, evaluating compute services, storage options, support, and costing options.

March 7, 2025

by Nitin Yadav

· 4,285 Views · 1 Like

Performance Optimization Techniques for Snowflake on AWS

This article discusses how to optimize Snowflake on AWS with advanced storage, compute, and query efficiency techniques with best practices and SQL examples.

March 6, 2025

by Sudheer Kumar Lagisetty

· 5,308 Views · 10 Likes

Deploying and Validating Kata Containers

This blog provides a step-by-step guide to installing and validating Kata Containers on IBM Cloud, covering essential configurations and hands-on deployment.

March 6, 2025

by Anilkumar Mallakkanavar

· 5,537 Views · 1 Like

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