reafit.ai
Cutting-edge AI research startup.
Five active research programs in autonomous AI infrastructure, orchestration, language models, and computational exegesis.
Nursery — Autonomous Agent Framework.
Nursery is a platform to run, coordinate and evolve autonomous agents over time. Persistent sessions, reflection-based learning, controlled mutations and multi-agent coordination through dialect.
Reaf — End-to-End Orchestrator.
From idea to delivery, Reaf orchestrates agents through a structured workflow: initialization, step-by-step execution, validation, delivery. A reproducible and auditable end-to-end execution framework.
Hephaistos — Autonomy LLM.
Hephaistos is a language model designed for autonomy: contextual decision-making, long-term memory, dialectical learning. It forges emergent behaviors instead of responding to prompts.
Encyclopaedia Biblica.
An independent, non-commercial research project: a library of biblical scholarship gathered and indexed verse by verse, an encyclopedia whose every assertion is checked against its sources before publication, and a translation engine working directly from Hebrew, Aramaic and Greek.
reafit.ai created the autonomous agent architecture and the working method that the project runs on, and places them at its disposal free of charge. The scholarship, the corpus and the translations are the project's own, and are released under free licences.
Polpi — Adaptive Remediation.
An AI-powered pedagogical remediation engine that identifies individual learning gaps and builds personalized recovery paths in real time. Diagnostic assessment, scaffolded exercises, mastery tracking and spaced repetition — driven by cognitive science, not one-size-fits-all curricula. Polpi meets each learner where they are and adapts as they grow.
White Paper.
The vision, method and scientific hypotheses behind reafit.ai. An open, evolving, sourced document.