The Latest and Popular SDLC Topics

How I Fixed a Silent Production Bug in Apache Airflow That Affected Thousands of Deployments

Pool names in Airflow can contain any characters, but the metrics system can't handle them. I traced the root cause and got a backwards-compatible fix and merged it.

April 14, 2026

by Pradeep Kalluri

· 2,561 Views

Designing AI-Assisted Integration Pipelines for Enterprise SaaS

AI automates Workday data mapping, reducing manual effort and boosting integration speed, accuracy, reliability, scalability, efficiency and maintainability.

April 13, 2026

by Suresh Kurapati

· 2,560 Views

Beyond Request-Response: Architecting Stateful Agentic Chatbots with the Command and State Patterns

Building chatbots with monolithic webhooks leads to messy if/else chains that are hard to maintain and scale. Use the Command Pattern and the State Pattern.

April 13, 2026

by Iyanuoluwa Ajao

· 2,729 Views · 3 Likes

AI in SRE: What's Actually Coming in 2026

A practical look at where AI genuinely helps SRE teams, and what “AI-powered operations” can realistically deliver in production.

April 13, 2026

by Ashly Joseph

· 4,405 Views · 1 Like

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

· 2,699 Views · 2 Likes

The Bias-Variance Trade-Off: The Mental Model Every ML Engineer Needs

Bias and variance are the two fundamental failure modes of every ML model. Master this trade-off and you'll diagnose broken models in minutes instead of hours.

April 13, 2026

by Naren A

· 2,014 Views

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

· 4,291 Views · 1 Like

AI-Driven Automated Trading System

Fusing Technical Indicators, Neural Networks, and Large Language Models: Building a Three-Tier Signal Fusion Engine for High-Confidence Algorithmic Trading.

April 10, 2026

by Annel John

· 3,188 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

· 2,560 Views

How Agentic AI Platforms Organize Their Hardware Infrastructure

Discover how on-prem GPU clusters power secure, low-latency agentic AI pipelines with predictable costs and full data control.

April 9, 2026

by Kevin Vu

· 2,872 Views

Why Image Optimization in Modern Applications Matters More Than You Think

Today, modern websites rely heavily on images. Yet improper handling of images often hurts the performance, leading to churn in user traffic.

April 9, 2026

by Satyam Nikhra

· 2,837 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

· 3,454 Views · 1 Like

Using Java for Developing Agentic AI Applications: The Enterprise-Ready Stack in 2026

Learn how to build reliable, production-ready agentic AI in Java using LangChain4j, Quarkus, MCP, and OpenTelemetry for scalable enterprise apps.

April 9, 2026

by Bhaskar Reddy Kollu

· 4,459 Views · 7 Likes

Translating OData Queries to MongoDB in Java With Jamolingo

If you want to support dynamic API queries using OData in a Java application backed by MongoDB, Jamolingo provides a lightweight and framework-agnostic solution.

April 9, 2026

by Szymon Tarnowski

CORE

· 2,910 Views · 1 Like

Tracking Dependencies Beyond the Build Stage

Many developers are familiar with dependency scanning at build time, but can we go further? And why is it worth doing so?

April 9, 2026

by Rumen Dimov

· 3,253 Views

AI‑Assisted Code Migration: Practical Techniques for Modernizing Legacy Systems

AI-assisted tools speed up legacy code migration by automating syntax updates, refactoring, and API replacements, while human review and testing ensure safe results.

April 8, 2026

by Amanda Talavera

· 2,803 Views · 1 Like

Unlocking the Potential: Integrating AI-Driven Insights with MuleSoft and AWS for Scalable Enterprise Solutions

AI-powered MuleSoft and AWS integrations improve scalability, data quality, and customer experience while dismantling silos.

April 8, 2026

by Abhijit Roy

· 2,801 Views

Accelerating Your Software Engineering Career With Open Source and Jakarta EE

Open source turns preparation into visibility. Combined with open standards like Jakarta EE, it builds credibility, adaptability, and real-world impact.

April 8, 2026

by Otavio Santana

CORE

· 4,559 Views · 1 Like