Latest Articles

Exploring the DBMS_DEVELOPER Package: JSON Metadata for Oracle Objects

Learn how Oracle Database 23ai’s DBMS_DEVELOPER package uses JSON metadata and ETags to simplify database schema documentation, migration, and change tracking.

September 18, 2026

by arvind toorpu

CORE

· 2,324 Views · 1 Like

Multi-Agent Systems: Architecture Patterns for Developers

Single agents break when tasks branch. Multi-agent systems split the work across coordinated agents. Learn the five core architecture patterns and when to use each.

September 18, 2026

by Matthew Truong

· 3,196 Views · 2 Likes

RAG, Vector Databases, and MCP: Wiring Them Together for Production

This article offers a practical walkthrough for engineers moving past the "RAG demo" stage into systems that hold up in production.

September 18, 2026

by Balaji Venkatasubramaniyar

CORE

· 3,202 Views · 1 Like

Stop Blaming Executor Memory: The Real Reasons Your Spark Jobs Are Slow

This article explains five common causes of slow Spark jobs and practical fixes for joins, stragglers, decryption chains, shuffle partitions, and incremental processing.

September 18, 2026

by Swaminathan Sethuraman

· 2,274 Views · 2 Likes

How to Test Web Accessibility Using Playwright and Axe-Core

Learn how to set up automated accessibility testing using Playwright and Axe-Core. We'll build a reusable fixture, run targeted WCAG scans.

September 18, 2026

by Sidharth Shukla

· 2,199 Views · 1 Like

Common Pitfalls in RAG Applications: What to Avoid When Using Vector Search and Embeddings

RAG is easy to launch and hard to keep reliable. Here are the most common failure modes, their causes, and the Databricks-specific fixes.

September 17, 2026

by Seshendranath Balla Venkata

· 2,736 Views · 1 Like

Federated MCP Control Plane: Policy-Aware Access to Multi-Backend Tool Servers

A federated gateway replaces scattered local MCP credentials with brokered, short-lived, least-privilege tokens plus the guardrails needed to run it safely.

September 17, 2026

by Harish Gaggar

· 3,033 Views · 3 Likes

The New API Contract Is Probabilistic: Building Reliable Systems Around Unreliable Model Outputs

AI model outputs are unpredictable, so developers must use validation, testing, monitoring, and safe fallbacks to build reliable systems around them.

September 17, 2026

by Micheal Chukwube

· 2,401 Views · 1 Like

A Senior Engineer’s Guide to Foundry IQ, MCP, and the OpenAI Agents SDK

This hands-on guide shows senior engineers how to combine Microsoft Foundry, Foundry IQ, MCP, and the OpenAI Agents SDK into a flexible agent architecture.

September 17, 2026

by Jubin Soni, FBCS

CORE

· 5,471 Views · 3 Likes

Understand the Sidecar Pattern by Deploying n8n to AWS Fargate

Learn how to deploy n8n Task Runners as AWS Fargate sidecars for isolated code execution, independent resources, and scalable workflow automation.

September 17, 2026

by Iyanuoluwa Ajao

· 3,080 Views · 2 Likes

Stop Overfeeding Your AI Agent's Context Window

More context doesn't fix a confused AI agent. Skills, MCP, RAG, and memory each solve one specific problem: procedure, connectivity, documented knowledge & experience.

September 17, 2026

by Faisal Feroz

· 4,594 Views · 3 Likes

Context Engineering: The Missing Piece in Agentic Systems

Let's understand what context engineering is, its importance in agentic systems and how to use it to build efficient AI systems.

September 17, 2026

by Pavan Belagatti

CORE

· 3,686 Views · 1 Like

AI Architectures That Drive Real Business ROI

Practical guide to 5 AI architectures that drive business ROI: decision intelligence, personalization, single-agent, multi-agent, and autonomous systems.

September 17, 2026

by Ram Ghadiyaram

CORE

· 3,474 Views · 1 Like

The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AI

Process intelligence, event-driven integration, and trusted agentic AI must be designed as one converged architecture for real business value.

September 16, 2026

by Kai Wähner

CORE

· 2,910 Views · 1 Like

Why Real-Time Data Pipelines Are Becoming the Foundation of Industrial AI

Real-time data pipelines enable trustworthy industrial AI through continuous context. They ensure the right data reaches the model at the right time.

September 16, 2026

by Ajay Kumar Govindaram

· 3,088 Views · 2 Likes

The AI Evolution in Software Testing: A QA Manager's Blueprint for Staying Irreplaceable

While AI will revolutionize software testing, it doesn’t mean that qualified QA engineers will become unnecessary. Here's an action plan to stay relevant.

September 16, 2026

by Kiran Paul Kanikaram

· 2,527 Views · 2 Likes

Event-Driven AI Systems With Kafka and Autonomous Agents

Kafka and autonomous agents enable scalable, event-driven AI systems with reliable orchestration, durable execution, and real-time enterprise decision-making.

September 16, 2026

by Uthej Mopathi

CORE

· 3,602 Views · 4 Likes

Architecting Production AI Across Clouds: Patterns That Decide System Survival

In production, enterprise AI rarely fails at the model. It fails in the architecture around it. Here are the cross-cutting patterns that work.

September 16, 2026

by VenkataSrinivas Kantamneni

· 3,086 Views · 1 Like

AI Transformations and Agile Transformations Rhyme

AI transformations repeat Agile’s mistakes, from top-down mandates to cost goals. The A3 Delegation System makes AI decisions visible at the workflow level.

September 16, 2026

by Stefan Wolpers

CORE

· 2,169 Views · 2 Likes

Agentic Systems and Design Patterns

A complete, practical guide to agentic AI systems covering single versus multi-agent architectures and the six core design patterns.

September 16, 2026

by Ram Ghadiyaram

CORE

· 3,071 Views · 3 Likes

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