Monitoring and Observability Resources for Engineers

Auto-Instrumentation in Azure Application Insights With AKS

Demo of auto-instrumentation with App Insights on AKS: This article provides a demo of how to enable monitoring on applications without requiring code changes.

April 24, 2025

by Aritra Ghosh

· 2,991 Views

Apache Doris vs Elasticsearch: An In-Depth Comparative Analysis

Apache Doris excels in complex analytics with SQL support and high performance, while Elasticsearch is ideal for full-text search and real-time retrieval.

April 23, 2025

by Miachel Hayden

· 3,512 Views · 1 Like

Simplifying Vector Embeddings With Go, Cosmos DB, and OpenAI

Learn how to build a Go web app to generate, store, and query vector embeddings using Azure Cosmos DB and OpenAI, with step-by-step guidance.

April 21, 2025

by Abhishek Gupta

CORE

· 3,283 Views · 2 Likes

Mastering Fluent Bit: Installing Fluent Bit From Source (Part 1)

This intro to mastering Fluent Bit covers what Fluent Bit is, why source installs matter, and how to get it running locally in minutes.

April 17, 2025

by Eric D. Schabell

CORE

· 6,562 Views · 2 Likes

Overview of Telemetry for Kubernetes Clusters: Enhancing Observability and Monitoring

Telemetry in Kubernetes provides data-driven insights into cluster health and performance, ensuring scalability, and reliability through metrics, logs, and traces.

April 14, 2025

by Srinivas Chippagiri

CORE

· 5,193 Views · 4 Likes

Unlocking the Power of Serverless AI/ML on AWS: Expert Strategies for Scalable and Secure Applications

Learn how to combine AWS Serverless with AI/ML to build scalable, automated, and intelligent workflows with this practical guide.

April 9, 2025

by Bal Reddy Cherlapally

· 5,710 Views · 1 Like

Context Search With AWS Bedrock, Cohere Model, and Spring AI

In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.

April 9, 2025

by Danil Temnikov

CORE

· 5,902 Views · 3 Likes

Building Scalable and Efficient Architectures With ECS Serverless and Event-Driven Design

Learn how to build scalable and efficient architectures using ECS serverless and event-driven design by adopting serverless architecture.

April 9, 2025

by Bal Reddy Cherlapally

· 5,185 Views · 1 Like

A Practical Guide to OpenTelemetry With Spring Boot Workloads

This tutorial demonstrates setting up OpenTelemetry with Spring Boot for observability, including metrics, traces, and logs, using tools like Grafana, Loki, and Tempo.

April 8, 2025

by Víctor Orozco

· 5,564 Views · 5 Likes

AWS S3 Strategies for Scalable and Secure Data Lake Storage

Optimize your Amazon S3 data lake with strategic bucket configurations, data layers, encryption, and lifecycle policies for security, efficiency, and cost savings.

April 8, 2025

by Digvijay Waghela

· 5,013 Views

Shift-Right Testing: Smart Automation Through AI and Observability

Shift-right testing uses AI and observability to validate software in production-like environments, helping uncover real-world issues post-release.

April 7, 2025

by Raghavender Vanam

· 2,652 Views · 1 Like

Achieving Zero Trust and Air-Gapped IaC in IBM Cloud With Schematics

IBM Cloud Schematics enables secure, automated, and policy-driven IaC deployments in air-gapped environments by enforcing zero-trust principles.

April 4, 2025

by Josephine Eskaline Joyce

CORE

· 4,670 Views · 4 Likes

Lessons from Migrating an Oracle Database to AWS RDS

Migrating an on-prem Oracle database to AWS RDS brings cost savings and automation but comes with performance tuning limits, upgrade challenges, and DBA restrictions.

April 2, 2025

by arvind toorpu

CORE

· 3,723 Views · 2 Likes

AWS CloudTrail Monitoring Using Event-Driven Ansible

Automate AWS CloudTrail event responses with Event-Driven Ansible. Learn how to monitor EC2 actions and trigger workflows for security, compliance, and efficiency.

April 2, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 5,423 Views · 6 Likes

Building Scalable Data Lake Using AWS

Build a secure, scalable AWS data lake with S3, Glue, and Lake Formation, and learn key components, best practices, and analytics for optimized insights.

April 1, 2025

by Digvijay Waghela

· 3,608 Views · 3 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

· 4,497 Views · 2 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

· 3,355 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

· 4,032 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

· 5,984 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

· 4,354 Views · 2 Likes

The Latest Monitoring and Observability Topics