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Vibe Eval

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

20 AI SaaS Ideas You Can Build in a Weekend
Alexander | February 15, 2026

20 AI SaaS Ideas You Can Build in a Weekend

Validated AI SaaS ideas that one developer can build in a weekend using vibe coding tools. Each includes target market, monetization, and tech stack.

7 min read Read more →
The AI SaaS Development Playbook
Alexander | February 14, 2026

The AI SaaS Development Playbook

How to build AI SaaS products that work. From architecture decisions to deployment, based on shipping multiple AI products.

11 min read Read more →
Your Side Project Isn't Worth 4x ARR (Here's What Buyers Actually Pay For)
Alexander | January 3, 2026

Your Side Project Isn't Worth 4x ARR (Here's What Buyers Actually Pay For)

Most founders overvalue their side projects. Here's what makes a SaaS business worth 2-4x ARR and what kills the deal before due diligence.

8 min read Read more →
How a Solo Founder Avoided a $50k Breach with One Vibe-Eval Scan
Alexander | April 21, 2025

How a Solo Founder Avoided a $50k Breach with One Vibe-Eval Scan

A one-person startup shipped a Cursor-built SaaS—until Vibe-Eval found the auth and webhook bugs that could have burned $50k in refunds and leaked …

2 min read Read more →

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