Latest Articles

Why Developers Must Be Part of the Customer Validation Process

Build-measure-learn cycles bring customer feedback into agile development and help engineers validate features and guide product decisions.

July 27, 2026

by Susan Isaac

· 203 Views

OpenTelemetry's OpAMP Potential Far Beyond Supporting Collectors

A look at the Open Agent Management Protocol (OpAMP) that has been created by the CNCF OpenTelemetry project and how it could deliver beyond OTel's needs.

July 27, 2026

by Phil Wilkins

· 219 Views

Why SQL Server Applications Break on PostgreSQL and How Compatibility Layers Fix It

SQL Server migrations break at the application layer. A compatibility layer like Babelfish keeps T-SQL running while the engine moves to PostgreSQL.

July 27, 2026

by Minesh Chande

· 254 Views

Designing Secure REST APIs With Spring Boot

Learn how to secure Spring Boot REST APIs with JWT validation, method-level authorization, input validation, rate limiting, CORS, secure logging, and more.

July 27, 2026

by Srivenkata Gantikota

· 331 Views

Designing a Page Object Model + TestNG Hybrid Framework: Patterns That Actually Scale

Basic Page Object Model doesn't scale. Here are the four real-world patterns needed to maintain a 2,400-test Selenium suite.

July 27, 2026

by Rajasekhar sunkara

· 283 Views

From DevOps to AIOps: How Agentic AI Tamed Our Multi-Substrate Chaos

Legacy VMware on-prem, reactive AWS, and a ticket queue that never emptied — we deployed agentic AI across both substrates and changed how the team operates entirely.

July 27, 2026

by Mayank Jain

· 365 Views

Stop Fine-Tuning Everything: A Decision Framework for Model Adaptation

When to prompt, when to fine-tune, when to pre-train — a decision framework to get the most out of your data and the most bang for your buck.

July 27, 2026

by Supriya Vijay

· 357 Views

Building a Voice-Controlled Graph Assistant With Neo4j, LiveKit, and OpenAI

Build a voice assistant that lets you ask natural-language questions to a Neo4j graph database and hear the answers spoken back.

July 27, 2026

by Akmal Chaudhri

CORE

· 408 Views

Securing Model Context Protocol Servers: 4 Gates From Code to Production

Secure MCP servers against prompt injection, data leaks, and denial-of-wallet with four practical, OWASP-aligned gates from code to production. Runnable code.

July 24, 2026

by Viquar Khan

· 2,195 Views · 2 Likes

Engineering Production Agentic Systems: Part 1: The Pipeline

Learn how to engineer production-ready AI agent context with a five-stage pipeline for retrieval, enrichment, verification, compression, and prompt injection.

July 24, 2026

by Ram Ravishankar

· 1,488 Views

Building a Runtime Control Plane for Agentic AI: Lessons From Shipping Real Agents in Production

Practical patterns, code examples, and hard-earned lessons from implementing enforceable guardrails around autonomous agents in real enterprise environments.

July 24, 2026

by Geetha Sreenivasa Rao Repalle

· 2,161 Views · 2 Likes

Lift-and-Shift vs. Modernize: A Decision Framework for Enterprise Workloads

This five-question framework helps you decide for each workload whether to rehost, re-platform, or rebuild before you migrate.

July 24, 2026

by Srinivasarao Thumala

· 2,559 Views

Building Production-Grade Semantic Search With GPT-5 and Microsoft Foundry, From Scratch

Learn key concepts like embeddings, vector search, chunking, hybrid search, semantic ranking, and how these pieces fit into a scalable, enterprise-grade AI application.

July 24, 2026

by Jubin Abhishek Soni

CORE

· 1,522 Views

One of Waterfall's Most Resilient Artifacts

Learn about why QA-as-a-phase persists, the costs it creates, and how teams can transition to continuous quality across the software development lifecycle.

July 24, 2026

by Stelios Manioudakis

CORE

· 2,796 Views · 3 Likes

Engineering Production Agentic Systems: An Introduction

Explore a three-part field manual on building reliable production AI agents through context engineering, guardrails, and human-in-the-loop architecture.

July 24, 2026

by Ram Ravishankar

· 1,586 Views · 1 Like