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Expert insights on AI-powered coding security, vibe-based development practices, and protecting AI-generated web applications from vulnerabilities.

The AI Wrapper Margin Trap: Why Your SaaS Math Doesn't Add Up
Alexander | December 24, 2025

The AI Wrapper Margin Trap: Why Your SaaS Math Doesn't Add Up

Burning $250K/month on API calls while charging $24/month sounds like a unicorn story. It's actually a slow-motion train wreck. Here's why AI wrapper companies are bleeding out on unit economics.

11 min read Read more →
GEO vs SEO: Why ChatGPT Won't Remember Your Content (And How to Fix It)
Alexander | December 20, 2025

GEO vs SEO: Why ChatGPT Won't Remember Your Content (And How to Fix It)

Traditional SEO gets you indexed by Google. GEO gets you cited by ChatGPT and Claude. Here’s the difference and the 905-line analyzer that …

9 min read Read more →
Vibe Testing: The Next Step in Software QA [2026]
Alexander | December 17, 2025

Vibe Testing: The Next Step in Software QA [2026]

AI-augmented, intuition-driven testing that evaluates how software feels to users, not just whether it meets specifications.

7 min read Read more →
GitHub and Microsoft Use AI To Fix Security Debt Crisis
Alexander (edited for VibeEval) | July 21, 2025

GitHub and Microsoft Use AI To Fix Security Debt Crisis

Microsoft Defender for Cloud and GitHub Advanced Security integration uses AI and runtime intelligence to prioritize and fix vulnerabilities, cutting …

2 min read Read more →
Vibe Coding Security Checks of VibeEval
Alexander | April 21, 2025

Vibe Coding Security Checks of VibeEval

Comprehensive, component-aware security verification tailored for AI-generated code using the S.E.C.U.R.E. framework.

4 min read Read more →
Why 90% of AI-Generated Apps Have Critical Security Holes (And How to Fix It in 5 Minutes)
Alexander | March 15, 2025

Why 90% of AI-Generated Apps Have Critical Security Holes (And How to Fix It in 5 Minutes)

The most common failures in AI-generated apps and a five-minute playbook to patch them with Vibe-Eval.

2 min read Read more →

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