Self-Healing Test Automation: How It Actually Works

A designer renames a button from “Buy Now” to “Purchase.” Nobody touches the checkout logic. Nothing about the actual behavior of the app changes. And forty tests go red overnight. I’ve been the person who opens that CI dashboard at 9am, sees a wall of failures, and already knows, before reading a single stack […]

Why Teams Are Moving Beyond Appium in 2026

I still remember the first time I set up Appium from scratch, the WebDriver server, the desired capabilities, the driver version that had to match my Xcode version, which had to match my Node version. It took most of a day before I ran a single test. That was years ago, and the setup […]

Flaky Tests Are Not Your Fault: How to Detect and Fix Them Automatically

There’s a specific kind of dread that comes from seeing a familiar test fail in CI. Not the good kind of failure, the one that caught a real bug. The other kind. The one where you already know, before you even open the logs, that if you just re-run the pipeline, it’ll probably pass. […]

Testing the Dynamics 365 Supply Chain Agents

I want to talk about something that’s been bothering me since the 2026 Wave 1 release dropped. Microsoft added some genuinely powerful AI agents to Dynamics 365 Supply Chain Management. A Supplier Communication Agent that reads vendor emails, interprets purchase order confirmations, and acts on behalf of your procurement team. Demand planning enhancements that […]

ERP Automation Testing Tools: The 2026 Buyer’s Guide

Choosing an ERP automation testing tool in 2026 is harder than it used to be. The market has fractured into three distinct approaches, scripted platforms, visual no-code builders, and AI agent-native systems, each with fundamentally different architectures, tradeoffs, and ideal use cases. Most buyer’s guides list tools alphabetically and compare feature checkboxes. This guide […]

SAP Agentic Automation: A Different Discipline

SAP now ships over 40 specialized AI agents which is called SAP agentic Automation and more than 2,400 Joule Skills embedded across S/4HANA, Success Factors, Concur, Ariba, and the broader Business Technology Platform. Joule Studio on SAP Build lets organizations create custom agents that operate inside transactional workflows, approving invoices, reclassifying journal entries, adjusting […]

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