The Technophagic Ecosystem: How AI Devours Itself to Evolve
Reflections on Black Mirror and the autophagic nature of artificial intelligence — systems that consume, recycle, and expand from themselves.
"Technology is not just code—it is philosophy, engineered."
Open source projects, research and systems I have built
First LangChain open source package for Brazilian LLMs. Native integration with Maritaca AI (Sabiá-3.1, Sabiazinho-3) with streaming, async and rate limiting.
Scientific research published on Zenodo about developer mental models in human-AI partnership. Theoretical framework for Design Science Research.
Fullstack application that processes audio using LLMs to generate structured medical information. Real-time transcription with Deepgram and SOAP extraction.
AI/ML services platform with container ship design. Next.js 15, Three.js for 3D visualizations, interactive animations and integrated AI chat.
Multi-agent AI system for Brazilian government transparency. Capstone project developed with Design Science Research methodology.
Official tutorial for DSPy framework (Stanford NLP) demonstrating multi-agent architecture with Brazilian cultural personalities.
Government transparency analysis with AI and ML via Brazil's Transparency Portal API. Implements ML models to detect anomalies in public spending.
Modular platform for automated intelligence gathering with visual analytics and report generation. Integrates multiple public sources with high-reliability scraping.
Reflections on AI, technology and software engineering
Reflections on Black Mirror and the autophagic nature of artificial intelligence — systems that consume, recycle, and expand from themselves.
The journey of creating AI assistants for healthcare professionals that question, investigate, and reason clinically — not just respond.
Read moreA reflection on how AI coding tools are redefining the developer's work — from manual craftsman to solution architect.
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