Coding Resources

Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2

Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.

September 11, 2025

by Varun Dixit

· 2,514 Views · 2 Likes

Azure VM Instance Types and Their Roles in Different Distributed Software Systems

Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.

September 11, 2025

by Srinivasarao Rayankula

· 19,727 Views · 3 Likes

Jakarta Query: Unifying Queries Across SQL and NoSQL in Jakarta EE 12

Jakarta EE 12 introduces Jakarta Query, a brand-new specification aiming to unify query languages across relational and non-relational databases.

September 11, 2025

by Otavio Santana

CORE

· 3,866 Views · 4 Likes

AI on the Fly: Real-Time Data Streaming From Apache Kafka to Live Dashboards

Real-time data streaming plays a key role for AI models as it allows them to handle and respond to data as it comes in, instead of just using old fixed datasets.

September 11, 2025

by Gautam Goswami

CORE

· 7,161 Views

Getting Started With Apple's Vision Framework

This article covers the three types of Vision queries—document scanning, face scanning, and QR code scanning—to help you get started with this powerful tool.

September 10, 2025

by Boris Dobretsov

· 3,221 Views

Supercharging Your Chatbot With Context-Aware AI on AWS

Tired of chatbots that feel like scripts? Learn how to build a context-aware, AI-powered chatbot that remembers, responds, and scales as per need.

September 10, 2025

by Jyostna Seelam

· 5,359 Views

From HTTP to Kafka: A Custom Source Connector

Learn how to implement a custom Kafka Connect HTTP source connector to integrate with HTTP endpoints, covering connector configuration, deployment and usage.

September 10, 2025

by Ion Pascari

· 4,854 Views · 5 Likes

Using Arrow Flight SQL to Improve Data Transfer Performance in Apache Doris

Learn how Arrow Flight SQL boosts Apache Doris data transfer up to 100x, enabling faster, efficient analysis and improved workflow in Python and Java.

September 10, 2025

by Zen Hua

· 2,217 Views · 1 Like

Tuples and Records (Part 3): Potential ECMAScript Proposals

Potential enhancements for Tuples & Records, building a React app, common issues like JSON incompatibility and browser support, and practical solutions for developers.

September 10, 2025

by Guhaprasaanth Nandagopal

· 2,663 Views · 2 Likes

Using ChartMuseum as a Helm Repository

ChartMuseum is a lightweight, open-source Helm Chart repository for Kubernetes. Learn how to deploy it, enable authentication, and integrate with CI/CD.

September 9, 2025

by Tanmay Batham

· 3,522 Views

Understanding Table Statistics in SQL Server: Importance, Performance Impact, and Practical Examples

SQL Server table statistics guide the optimizer in building efficient query plans. DBAs must keep them updated to avoid poor performance from stale data.

September 9, 2025

by arvind toorpu

CORE

· 3,852 Views · 2 Likes

How to Use Jenkins Effectively With ECS/EKS Cluster

Jenkins on AWS ECS/EKS boosts CI/CD with scalability, cost-efficiency, and automation, using AI-driven dynamic scaling, security, and monitoring

September 9, 2025

by Bibin Skaria

· 3,213 Views · 2 Likes

Secure Your Spring Boot Apps Using Keycloak and OIDC

This blog explores integrating Spring Security with Keycloak using OpenID Connect. It also provides examples and unit tests.

September 9, 2025

by Gunter Rotsaert

CORE

· 3,528 Views · 4 Likes

Cloud Automation Excellence: Terraform, Ansible, and Nomad for Enterprise Architecture

Enterprise cloud architecture demands sophisticated orchestration of infrastructure, configuration, and workload management across diverse computing platforms.

September 9, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,753 Views · 3 Likes

How to Do Image Recognition With CNNs on the COCO Dataset — a Practical, Step-By-Step Guide

Learn multi-label image recognition on the COCO dataset with PyTorch ResNet50. Covers data prep, training, mAP eval, inference, and full Python script.

September 8, 2025

by Mayukh Suri

· 2,069 Views · 1 Like

Replacing LEADTOOLS Scanner With AWS Textract (Step-by-Step Migration)

LEADTOOLS is a scanning tool that needs to be migrated to the AWS Cloud using an equivalent service, such as AWS Textract, for real-time document scanning.

September 8, 2025

by Prabhakar Mishra

· 2,592 Views · 1 Like

Tuples and Records (Part 2): JavaScript Migration Guide

Learn how to migrate to JavaScript’s Tuples and Records with step-by-step guidance, compatibility tips, benchmarks, and reduced reliance on libraries.

September 8, 2025

by Guhaprasaanth Nandagopal

· 2,948 Views · 3 Likes