Coding Resources

Advanced Auto Loader Patterns for Large-Scale JSON and Semi-Structured Data

Databricks Auto Loader efficiently ingests JSON and semi-structured files into Delta Lake, handling schema evolution and large-scale streaming.

April 16, 2026

by Seshendranath Balla Venkata

· 2,589 Views · 1 Like

Optimizing Java Back-End Performance Profiling and Best Practices

Java performance profiling helps identify bottlenecks and apply best practices to improve backend speed, efficiency, and scalability.

April 16, 2026

by Ramya vani Rayala

· 3,116 Views · 1 Like

When Kubernetes Breaks Session Consistency: Using Cosmos DB and Redis Together

Cosmos DB stores durable state; Redis acts as a coordination layer, enabling predictable, stateless scaling without sticky sessions, strong consistency, or high costs.

April 15, 2026

by Vikas Mittal

· 2,619 Views

How to Reliably Implement Post-Commit Actions in Spring

In this article, you will learn how to reliably implement post-commit actions in Spring Boot using a dedicated annotation, ensuring consistent behavior.

April 15, 2026

by Mario Casari

· 2,709 Views

Runtime FinOps: Making Cloud Cost Observable

Treat cloud cost as a real-time system metric tied to deployments. With tagging, CI/CD estimates, and alerts to service owners, teams can catch spend spikes early.

April 15, 2026

by David Iyanu Jonathan

· 2,853 Views

NeMo Agent Toolkit With Docker Model Runner

Agent observability is often missing in the rush to build AI agents. NeMo adds observability to AI agents, helping trace, evaluate, and debug multi-agent workflows.

April 15, 2026

by Siri Varma Vegiraju

CORE

· 2,705 Views

C/C++ Is Where Vulnerability Programs Go to Guess

Most security tools skip C and C++ entirely, or pretend they don't. Read on to learn what it actually takes to see what's there.

April 15, 2026

by Lexi Selldorff

· 2,998 Views · 1 Like

The Hidden Engineering Cost of XML in Enterprise Development Workflows

XML is still common in enterprise systems, but manual creation and schema changes create avoidable errors and debugging overhead.

April 14, 2026

by Moeez Ayub

· 2,433 Views

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 2,888 Views · 1 Like

Faster Releases With DevOps: Java Microservices and Angular UI in CI/CD

Jenkins automates build, containerizes, and deploys to AWS on every Git commit across Java microservices and Angular apps.

April 14, 2026

by Kavitha Thiyagarajan

· 2,763 Views

How to Test a GET API Request Using REST-Assured Java

Learn about testing GET API requests with REST Assured Java, send requests with headers and params, validate response body, time, and extract data.

April 13, 2026

by Faisal Khatri

CORE

· 2,733 Views · 2 Likes

Pushdown-First Modernization: Engineering Execution-Plan Stability in SAP HANA Migrations

In this article, you'll understand the behind-the-scenes of how the HANA SQL and view work during high and low record volume.

April 13, 2026

by Rajaganapathi Rangdale Srinivasa Rao

· 2,258 Views

Swift Concurrency, Part 3: Bridging Legacy APIs With Continuations

Swift Continuations: the essential bridge between legacy callback-based APIs and modern async/await. Wrap completion handlers and delegates into clean, linear code.

April 13, 2026

by Nikita Vasilev

· 2,145 Views · 1 Like

Apache Spark 3 to Apache Spark 4 Migration: What Breaks, What Improves, What's Mandatory

A comprehensive guide to migrating from Apache Spark 3.x to Spark 4.0, covering breaking changes, new features, and mandatory updates for smooth transition.

April 10, 2026

by Rambabu Bandam

· 4,401 Views · 1 Like

Enhancing SQL Server Performance with Query Store and Intelligent Query Processing

This article explores how to boost SQL Server performance using Query Store and Intelligent Query Processing to effectively resolve query regressions.

April 10, 2026

by arvind toorpu

CORE

· 3,642 Views · 2 Likes

Quality Crisis in Robotics and How Video Annotation Fixes It

Let’s uncover how robots learn from annotated video demonstrations — and how partnering with a reliable outsourcing provider enables scalable supervision.

April 10, 2026

by bunty yadav

· 2,585 Views

Swift Concurrency, Part 2: Parent/Child Relationship, Automatic Cancellation, Task Groups

Learn all about structured concurrency in Swift: parent/child relationship, automatic cancellation, task groups, and more.

April 10, 2026

by Nikita Vasilev

· 2,805 Views · 2 Likes

Clean Code: Functions and Error Handling in Go — From Chaos to Clarity, Part 1

After 1,000+ Go PR reviews — single responsibility, early returns, fmt.Errorf("%w"), and defer are the four rules that eliminate 80% of bad Go code.

April 10, 2026

by Vladimir Yakovlev

· 2,500 Views · 1 Like

Applying Oracle 19c Release Update (RU): A Practical Guide from My DBA Experience

Learn how to upgrade an Oracle 19c standalone database from 19.3 to 19.20 with a step-by-step guide covering preparation, patching, and validation.

April 9, 2026

by arvind toorpu

CORE

· 3,711 Views

Intent-Driven AI Frontends: AI Assistance to Enterprise Angular Architecture

An Angular application assisted by AI can convert natural language requests into data queries while maintaining complete control over execution and governance.

April 9, 2026

by Lavi Kumar

· 3,529 Views · 1 Like

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