TramAI is a Kotlin-first JVM runtime for governed AI workflows. It helps teams build AI-powered systems where model calls, tool usage, approvals, data handling, routing, replay-safety, and auditability are treated as first-class runtime concerns rather than scattered application code.
SUBIT‑64 is a semantic architecture for interpretable cognitive agents. It defines a four‑layer pipeline — Interpreter → Reasoning → Topology → Persona — enabling structured cognition, stable behavior, and transparent multi‑agent coordination. Model‑agnostic. Modular. Canonical.
A local cognitive AI system built on structured reasoning, verification, and disciplined memory — designed to solve real-world problems without hallucination.
Natural language-based prompt structure for GPT/Gemini control — U-Type CoreKit by minseo_kang
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