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Ramón Invarato

Co-founder · Cloud solutions architect specialised in AI, Big Data and Machine Learning 138 articles in English · 138 in Spanish

I design and build data platforms and intelligent systems, and I enjoy sharing that experience here.

Articles

Tricks for Using AI Well

Context before question, structured prompts, iterative refinement, adversarial agents, human linter, and knowing when to stop. Six AI tricks.

Jul 11, 2026

The Free Agent Trap

CRMArena-Pro measures 35% success in multi-turn. DELEGATE-52 confirms 25% silent corruption. Why leaving an AI agent on its own is still risky.

Jun 13, 2026

What You Have and AI Lacks

Biographical memory, sensory context, lived context, functional emotion, and accountability. The five LLM shortcomings and why they are your value.

Jun 6, 2026

Why You Lose With (and Against) AI

What is getting cheaper, what is rising in value, and the Jevons paradox applied to knowledge work. Why mass layoffs and record salaries coexist.

May 30, 2026