Moez Guedri

Building deterministic tools & SaaS products.
Interested in automation, finance workflows, validation engines, and practical AI-assisted systems.

Recent activity

I built a small deterministic VAT playground — looking for broken edge cases

I made a mistake every first-time founder makes — I built first, validated later. Here's what I'd do differently.

How I built an AI workflow with preview, approval, and monitoring

Most AI agent failures are actually workflow failures