Jan Voldán — Founder
I help technical founders ship AI-generated SaaS apps without production disasters. If you're building with Cursor, Lovable, Bolt, or Replit and you've ever: - felt afraid to deploy because the codebase became unpredictable - watched one change break three unrelated features - discovered auth, billing, or admin holes after a customer found them - spent two weeks debugging what AI shipped in two days you're not alone. This is usually not a developer problem. It's a structural problem. I'm building Vibecodiq — a production-readiness scanner for AI-generated SaaS apps. It helps founders find auth, billing, admin, security, and architecture risks before they become customer problems. I'm also building ASA (AI-Safe Architecture), an open standard for structuring AI-generated codebases so they stay predictable, maintainable, and shippable as they grow. What I write about here: - architecture drift in AI-generated codebases - production-readiness for technical founders - auth, billing, and admin failure patterns - why AI apps slow down after month 3 - why structural enforcement beats “more QA” - the hidden cost of vibe coding past MVP If you're a founder, CTO, or indie hacker building SaaS with AI tools, follow along. I write in English for a global audience, mainly US / UK / EU. If you want to understand how your AI-built app actually behaves in production: → https://vibecodiq.com If you're interested in the underlying architecture principles: → https://asastandard.org
Stackforce AI infers this person is a SaaS and Fintech expert with a strong focus on data quality and AI architecture.
Location: Prague, Czech Republic
Experience: 11 yrs 1 mo
Skills
- Software Architecture
- Artificial Intelligence (ai)
- Data Warehousing
- Data Quality Management
- Data Integration
- Business Intelligence
Career Highlights
- Founder of Vibecodiq, enhancing AI app production readiness.
- Expert in data quality management across multiple industries.
- Innovator in AI-safe architecture for scalable applications.
Work Experience
vibecodiq
Founder @ Vibecodiq | Creator of ASA (AI Safe Architecture) (7 mos)
CSOB
Data Specialist / DWH Consultant (7 yrs 7 mos)
MSD Global Innovation Center
Informatica Integration Platform Analyst (1 yr 5 mos)
Roche
Informatica Consultant - Data Quality programme (4 mos)
Royal Bank of Scotland Business
Informatica Consultant - Data Quality programme (11 mos)
ING Insurance / Investment Management
Informatica Architect - PowerCenter Data Integration & Data Migration (2 yrs 7 mos)
Informatica Architect - Data Quality (2 yrs 7 mos)
Telefónica Czech Republic
Informatica PowerCenter - Data Integration Consultant (1 yr)
GE Money Bank, Czech Republic
DHW/BI Consultant (2 yrs 2 mos)
GEM System a.s.
Oracle PL/SQL, ETL Developer (2 yrs 8 mos)
Education
Bachelor's degree at Faculty of Electrical Engineering, Czech Technical University in Prague
Secondary school-leaving examination at The Secondary School of Electrical Engineering, Prague, 2002