Projects

Research artifacts, prototypes, and technical projects connected to AI, software engineering, autonomous systems, and self-adaptation.

AgentLantern

Developer Tool

AgentLantern is a CLI devtool for multi-agent AI systems. It detects the framework, documents and lints the architecture, inspects the project model, and provides a live animated playground with saved-run replay and comparison capabilities.

Multi-agent AI CLI Documentation Linting Live replay

GEAR Framework

Research Framework

GEAR separates the conceptual design of a multi-agent system from its execution framework. It uses feature-model-based specifications to model agents, workflows, constraints, and variation points, then generates framework-specific configurations and executable code from the same portable design.

Portable MAS Feature models Code generation Variability management

Agent Energy Consumption

In Progress

An ongoing research project studying how to observe and measure the energy consumption of multi-agent AI systems across different execution and infrastructure configurations.

Sustainable AI Energy measurement Multi-agent systems Observability

Open Knowledge · Learnix

Open Learning Platform

Learnix is a free and open learning platform for Python, data science, and machine learning. It combines structured learning paths, accessible courses, and practical notebooks so learners can understand concepts and immediately apply them.

Open knowledge Python Data science Machine learning