Latest Articles

Throughput vs Goodput: The Performance Metric You Are Probably Ignoring in LLM Testing

See the difference between throughput and goodput, and why throughput alone can give you a dangerously false sense of confidence.

May 21, 2026

by NaveenKumar Namachivayam

CORE

· 2,929 Views

Building a Reusable Framework to Standardize API Ingestion in an On-Prem Lakehouse

A reusable ingestion framework standardizes connector behavior, reducing maintenance and making onboarding easier to scale.

May 21, 2026

by Kuladeep Sandra

· 1,589 Views

How to Detect Spam Content in Documents Using C#

Spam detection isn't just about cleaning up our email inbox. Document-level spam detection at file intake is becoming just as important.

May 21, 2026

by Brian O'Neill

CORE

· 2,237 Views

Fact-Checking LLM Outputs Programmatically: Building a Verification Layer That Catches Hallucinations

LLMs confidently hallucinate plausible data and asking them to "be careful" doesn't fix it. The most effective safeguard is an automated verification layer.

May 21, 2026

by Raviteja Nekkalapu

· 1,588 Views

Dear Micromanager: Your Distrust Has a Job; It’s Just Not the One You’re Doing

Dear micromanager, your distrust has a job — it’s just not the one you’re doing; learn about the role of the Verification Architect.

May 21, 2026

by Stefan Wolpers

CORE

· 2,207 Views

Your API Authentication Isn’t Broken; It’s Quietly Failing in These 6 Ways

API authentication rarely fails outright. It weakens over time due to gaps in validation, access control, internal trust, which become harder to detect as systems scale.

May 21, 2026

by Jay Goradia

· 1,526 Views · 1 Like

Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 2]

A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.

May 21, 2026

by Alexander Komyagin

· 1,260 Views

Querying Without a Query Language

Imagine querying your domain using simple attribute filters, without building queries or learning a query language, and getting the result back as JSON.

May 21, 2026

by Jan Nilsson

· 1,134 Views

Zone-Free Angular: Unlocking High-Performance Change Detection With Signals and Modern Reactivity

Angular v21 ditches Zone.js signals trigger rendering directly, toSignal() bridges Observables, markForCheck() fills the gaps.

May 20, 2026

by Bhanu Sekhar Guttikonda

CORE

· 1,830 Views · 1 Like

From APIs to Actions: Rethinking Back-End Design for Agents

Traditional APIs were built for humans and deterministic clients. Agentic systems need action-driven, schema-first interfaces designed for reasoning, not just requests.

May 20, 2026

by Satyam Nikhra

· 2,503 Views

Detecting Bugs and Vulnerabilities in Java With SonarQube

SonarQube automatically detects bugs and security in Java applications through static code analysis to improve code quality and enforce secure coding practices.

May 20, 2026

by Ramya vani Rayala

· 2,617 Views · 2 Likes

Stop Writing Dialect-Specific SQL: A Unified Query Builder for Node.js

Learn how sql-flex-query lets you write once, run anywhere — with full TypeScript support and zero runtime overhead. Support SQL queries for multiple databases

May 20, 2026

by Ashish Lohia

· 1,752 Views

Why SAP S/4HANA Landscape Design Impacts Cloud TCO More Than Compute Costs

SAP cloud TCO is driven more by landscape sprawl than by EC2 costs; optimize environments and use Terraform, S3, and EFS lifecycle policies to reduce costs.

May 20, 2026

by Deepika Paturu

· 2,524 Views

Introduction to Tactical DDD With Java: Steps to Build Semantic Code

Learn about the core Tactical DDD patterns in Java in order to build semantic, maintainable, and business-oriented code.

May 20, 2026

by Otavio Santana

CORE

· 2,675 Views · 3 Likes

AI Agents in Java: Architecting Intelligent Health Data Systems

This article explores designing AI agents in Java for intelligent healthcare systems using event-driven architectures for secure, scalable data processing.

May 20, 2026

by Ramya vani Rayala

· 1,658 Views · 1 Like

No More Cheap Claude: 4 First Principles of Token Economics in 2026

The era of subsidies is over. Adjust your way of using models accordingly.

May 20, 2026

by Stefan Wolpers

CORE

· 2,599 Views

Beyond Chatbots: How AI Is Rewriting Entire Business Models

In this article, we will be talking about how Artificial Intelligence is going far beyond chatbots and is actively rewriting entire business models across industries.

May 20, 2026

by Anita Shah

· 856 Views

Context Is the New Schema

Explains context engineering as a structured approach to managing AI context, drawing parallels to dimensional modeling to improve reliability and consistency.

May 20, 2026

by Sibanjan Das

· 829 Views

How AI Coding Assistants Are Changing Developer Flow

In this article, I want to share our team's experience in applying AI to accelerate development, covering both the benefits and risks.

May 20, 2026

by Mykhailo Kopyl

· 1,373 Views

Retesting Best Practices for Agile Teams: A Quick Guide to Bug Fix Verification

Retesting isn’t a checkbox — it’s discipline: reproduce, verify fixes, test edges, run regression, validate in staging, document, automate, and never skip it.

May 19, 2026

by Alok Kumar

· 2,221 Views · 1 Like

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