Monitoring and Observability Resources for Engineers

The Human Side of Logs: What Unstructured Data Is Trying to Tell You

Metrics show what happened. Unstructured data shows why. In this article, we learn why we don’t just ignore the messy signals.

May 9, 2025

by Alvin Lee

CORE

· 4,943 Views · 2 Likes

How to Configure and Customize the Go SDK for Azure Cosmos DB

Explore Azure Cosmos DB Go SDK: Configure retry policies, customize HTTP pipelines, implement OpenTelemetry tracing, and analyze detailed query metrics.

May 8, 2025

by Abhishek Gupta

CORE

· 5,013 Views · 1 Like

Top Book Picks for Site Reliability Engineers

As an experienced SRE, I believe reading is fundamental. Here is a list of a few books that I feel every SRE will benefit from to become better at their jobs.

May 7, 2025

by Krishna Vinnakota

· 6,558 Views · 3 Likes

Unlocking the Benefits of a Private API in AWS API Gateway

Unlock new opportunities with Private APIs while staying vigilant against data exposure and unauthorized access. Learn how to secure your services effectively today.

May 5, 2025

by Satrajit Basu

CORE

· 6,523 Views · 3 Likes

Microsoft Azure Synapse Analytics: Scaling Hurdles and Limitations

Azure Synapse faces serious challenges limiting its use in the Enterprise Data space, impacting performance and functionality.

May 2, 2025

by Vamshidhar Morusu

· 5,050 Views · 2 Likes

Zero Trust for AWS NLBs: Why It Matters and How to Do It

Implementing Zero Trust with NLB helps create robust security for your network while preserving the performance benefits of network load balancing (NLB).

May 1, 2025

by Sathish Holla

· 5,863 Views · 4 Likes

Filtering Messages With Azure Content Safety and Spring AI

Learn how to use Azure Content Safety with Spring AI to detect harmful input and prevent unsafe messages from reaching your chat model.

April 28, 2025

by Tamas Kiss

· 3,842 Views · 1 Like

Building Event-Driven Go Applications With Azure Cosmos DB and Azure Functions

Learn how to build serverless Azure Functions with Go, using Cosmos DB triggers and Azure OpenAI for generating embeddings in this step-by-step guide.

April 28, 2025

by Abhishek Gupta

CORE

· 3,298 Views

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

· 4,645 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 Michael Hayden

· 5,206 Views · 2 Likes

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

· 3,994 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

· 7,792 Views · 4 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

· 20,978 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

· 6,822 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

· 74,022 Views · 22 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

· 6,179 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

· 7,203 Views · 7 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

· 8,637 Views