What Is Actually Inside the DOE’s Genesis Open Models Initiative?
Originally published at vinpatel.com What is actually inside the Department of Energy’s new Genesis Open Models Initiative? Right…
A Framework-Agnostic Testing Methodology for AI Agents (61 sources, 58 test blocks, OWASP Agentic Top 10)
How do you actually test an AI agent? Not “does it respond,” but: does it route to the…
Why AI Needs a “Genie Coefficient”
The article introduces the “Genie coefficient,” a proposed metric designed to measure the discrepancy between a user’s intent…
The role of citations in AEO: Why citations matter more than backlinks for AI visibility
For years, the SEO playbook was straightforward: earn backlinks, climb rankings, capture clicks. But as AI reshapes how…
How I Built a Stateless API Load Tester That Runs in Your Browser (No Setup Required)
Most API load‑testing tools start the same way: install a CLI, configure agents, provision infrastructure, manage credentials, and…
Modern QE for Digital Banking: Addressing Advanced Challenges with AI
The blog discusses why digital banking needs AI-driven quality engineering to improve reliability, security, and compliance through predictive…
QE Strategies for Financial Services: From Release Quality to Runtime Trust in Fraud Prevention
Financial fraud now emerges at runtime, not release. This blog explores how AI-driven Quality Engineering enables real-time validation,…