Building AI products.
Documenting what works.
Hi, I'm Luis. I build AI-powered products and document every decision — what I shipped, what failed, and why.
Framework Overview
Assumption
→Evidence
→Decision
→Consequence
What I'm Exploring
Right now I'm deep in autonomous agents, voice AI, and LLM-powered product experiences. Specifically: how far you can push Gemini Live for real-time tutoring, whether AI can fully close the loop on non-technical site maintenance, and what it actually takes to build a habit-forming AI product from scratch.
Current Products
Lehr Assist
RefineAssumptionGerman teachers will adopt AI-assisted correction if it is GDPR-compliant.
Ora que Melhora
ExploreAssumptionUsers will use the product to feel more connected with God.
SeeMe Tutor
Validate signalAssumptionStudents learn more effectively when an AI guides them through reasoning steps (Socratic method) instead of providing direct answers.