Senior AI Web Developer – I build full-stack SaaS MVPs powered by OpenAI, Laravel, Nuxt, and real-time systems
Case studies, scaling stories, and AI SaaS engineering notes by Ian Koncevich.
How we built a traffic attribution SaaS MVP: Google & Meta API integration, custom tracking script, real-time analytics, and DevOps-ready scaling.
How we built and launched a SaaS MVP with just $15,000 investment – research, development, and scaling results.
How we handled a production crash at 300% growth: the recovery playbook and mindset to scale AI SaaS safely.
Not because the idea is weak. Not because the model is wrong. But because the entire system around the product is incomplete. Here’s what I keep seeing when founders reach out for audits: