I turn vibe-coded software into real products in 90 days — on sovereign AI infrastructure (OpenAI, Claude, Gemini, Grok, or local), shipped daily, with the boring engineering every AI tutorial skips: evals, rollback, observability, domain modeling. Independent engineering consultancy serving Europe and North Africa.