A collection of nodes for improve Node-RED dependability by enabling self-healing capabilities.

Explore a new way to craft A.I. solutions using a modern approach to machine reasoning.

FREEZED!! Moved to https://gitlab.com/fernando.hackbart/biosphere

Autonomic computing prototype. Currently a work in progress. The research was first captured in my master's thesis

A universal, self-evolving build orchestration engine and compiler platform that lowers workloads to zero-allocation topological graphs (Aero-Calculus) using linear logic, spectral graph partitioning, and append-only spacetime ledgers.

An Autonomic System to Support Elastic Parallel Preference Queries on Multi-Core Architectures

A general-purpose Autonomic Limits Compiler (CDF v2-UL) mathematically guaranteeing that physical, biological, and cognitive states never breach safety limits. Includes three interactive simulation prototypes demonstrating graceful degradation in Robotics, AI Cognition, and Astrobiology.

Autonomic build orchestration with causal failure diagnosis and self-repair

Mirror of Apache Spark aiming at improving its elasticity and autonomicity.

Self-tuning scheduler for streaming data workflows on heterogeneous clusters. Combines HEFT-LC, data-locality scheduling, Q-learning, and a MAPE-K autonomic controller.

Platform self-evolution: how a Level-5 AI platform-engineering system (LLMGen) can generate a substrate that improves itself from within - internal defects + external EARS/free-text requirements → verified, deployed self-changes. Position + feasibility + reference architecture.

Meta-Computing Architecture for adaptive optimization of AI workloads in distributed systems using runtime monitoring, feedback-driven control, and dynamic resource management.

A Template for SDCI Project, more @ -->

Header-only library to implement feedback loops with Lua in C

An Autonomic Digital Twin (DT) framework for IoT cooling systems. Implements a closed-loop control system using Signal Temporal Logic (STL) to monitor formal behavior and orchestrate self-healing actions. Features real-time telemetry reflection via MQTT (HiveMQ) and a Master Replica dashboard in Node-RED.

A Dynamic Drive-Evaluation-Function (DEF) cybernetic framework for autonomous systems control, homeostatic optimization, and bio-inspired resource allocation.