Latest Articles

Understand MCP, AI agents, and assistants, and learn how Model Context Protocol connects AI applications to tools using MuleSoft.

June 25, 2026

by Ajay Singh

· 1,279 Views

Reducing Alert Fatigue in the SOC Using Correlation Rules and Detection-as-Code

Correlation rules and risk aggregation collapse noisy alerts into fewer, higher-context escalations. Detection-as-code keeps it sustainable.

June 25, 2026

by Krishnaveni Musku

· 1,127 Views

REST-Assured Configuration and Specifications: Writing Maintainable API Tests

Learn how to use REST-Assured Configuration, Request Specifications, and Response Specifications to build maintainable API tests.

June 25, 2026

by Faisal Khatri

CORE

· 1,133 Views

The AI Definition of Done

The AI Definition of Done: human-in-the-loop is not a quality standard; you need a different approach for agent harnesses or operational excellence.

June 25, 2026

by Stefan Wolpers

CORE

· 1,137 Views

Your Biggest Identity Problem Isn't Your Employees Anymore; It's Everything Else

Machine identities are now the primary attack surface. Learn how Zero Trust, SPIFFE, and IAM automation help secure them.

June 24, 2026

by Igboanugo David Ugochukwu

CORE

· 1,668 Views · 1 Like

AI, OAuth, and Other Platform APIs in the Core

Deeper AI integration in the framework core, modern authentication via OAuth / OIDC and WebAuthn passkeys driven from the system browser, and a few smaller additions.

June 24, 2026

by Shai Almog

CORE

· 1,675 Views · 1 Like

5 Warning Signs Your Data Architecture Needs a Redesign (Before It Falls Apart)

Five signs your data architecture needs redesign. Fix with semantic layer, active metadata, embedded governance, AI security, maintainable design.

June 24, 2026

by Rajanikantarao Vellaturi

· 1,329 Views · 1 Like

Deploying Infrastructure With OpenTofu

This tutorial explains how to deploy infrastructure with OpenTofu, from installing the CLI to provisioning and destroying a real cloud resource.

June 24, 2026

by Mariusz Michalowski

· 1,177 Views

AI Broke Your Definition of Done

When a machine writes most of the code, "the code shipped" stops being a finish line. The work that's left is the work your definition of done was already skipping.

June 24, 2026

by Matt Watson

· 1,007 Views · 2 Likes

Architectural Cost of Rust's Orphan Rule

A deep dive into how Rust's orphan rule creates architectural trade-offs in large monorepos. Learn when to use the newtype pattern, local traits, or bridge crates

June 24, 2026

by Krun Dev

· 892 Views

Implementing Asynchronous Communication Between Microservices Using Kafka and Spring Boot

Kafka decouples services, buffers spikes, and routes failures to a DLT. Schemas are contracts; consumers must be idempotent.

June 24, 2026

by Mallikharjuna Manepalli

· 1,773 Views · 1 Like

Who Owns the Data Stack?: How AI Is Reshaping Ownership, Architecture, and Accountability Across Teams

Build AI-native data systems with clear ownership, semantic contracts, and governance. Learn how accountability, retrieval, and data quality shape AI behavior.

June 24, 2026

by Miguel Garcia

CORE

· 1,106 Views · 1 Like

Architectural Collapse: How Extension Poisoning, Node Vulnerabilities, and Infrastructure Fog Enabled the GitHub Repository Breach

A major GitHub breach showed how extension poisoning, Node ecosystem weaknesses, and insecure developer workstations can bypass traditional security defenses.

June 23, 2026

by Akash Lomas

· 2,368 Views · 1 Like

Phantom APIs Are Eating Your Attack Surface, and Most Security Teams Are Still Looking the Other Way

Undocumented phantom APIs are creating hidden security risks. Learn how AI-generated endpoints evade reviews and expand attack surfaces.

June 23, 2026

by Igboanugo David Ugochukwu

CORE

· 1,520 Views

From dusty SFTP drops to live, governed datasets — how Delta Sharing enables secure, real-time data access without moving or duplicating data.

June 23, 2026

by Seshendranath Balla Venkata

· 1,608 Views · 1 Like

Connect Existing Data to AI Retrieval: How to Build Production-Ready Search Without Rebuilding Core Systems

Step-by-step tutorial building AI retrieval over existing data systems using a thin layer, covering workflow design, indexing, evaluation, and RAG pipeline.

June 23, 2026

by Jubin Abhishek Soni

CORE

· 1,757 Views · 1 Like

The Breach Was Never at the Door

OAuth tokens and AI agents can bypass traditional security. Learn from Microsoft and Salesloft breaches why behavioral monitoring matters.

June 23, 2026

by Igboanugo David Ugochukwu

CORE

· 1,550 Views

I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor

Free VS Code extension for Azure AI Foundry agent traces into your editor as an interactive timeline — see tool calls, token costs, and conversation replays.

June 23, 2026

by Jubin Abhishek Soni

CORE

· 1,071 Views · 1 Like

How to Classify Documents in C#

In this article, we discuss the advantages and challenges of implementing AI document classification for C# pipelines and discuss some solutions.

June 23, 2026

by Brian O'Neill

CORE

· 846 Views

Data Governance Checklist for AI-Driven Systems

A practical checklist for evaluating AI data readiness, covering data quality, governance, lineage, access controls, retrieval systems, and ongoing monitoring.

June 23, 2026

by Abhishek Gupta

CORE

· 1,295 Views · 2 Likes

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