GERARDO RUIZ

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Software Architect and technical leader with 8+ years of experience designing, building, and scaling SaaS platforms across EdTech, environmental compliance, IoT, and logistics. Deep expertise in PHP, Laravel, and multi-tenant architecture. Proven track record leading products from zero to production serving 50+ enterprise clients and processing 200,000+ data points. Hands-on CTO experience building Al-integrated platforms with strong system design and full-stack development skills.

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April 02, 2026 PHP LLM Randomness

Improving Onboarding Demo with Varied Brand Generation in Breniapp

Introduction

In the Breniapp project, ensuring a diverse and realistic onboarding experience is crucial. This post details how we enhanced the onboarding demo profile by generating varied brands, moving away from a single default brand.

The Problem: Monotonous Demo Profiles

Previously, the onboarding demo profile consistently generated the same brand (Duolingo).