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Explainable graph-based text classifier — no neural networks, no GPU, no embeddings. LexiDecay v2 builds a statistical co-occurrence graph from training text, then classifies new documents by aggregating five types of evidence (direct token discriminativeness, phrase matches, context window, graph propagation, and token interactions).

Host broker that watches your AI coding sessions (Claude Code, Codex, Mistral Vibe) and pushes live status to a physical LED ring / e-ink device over a documented wire protocol

Blocks secrets typed into Claude Code and stores them in the OS credential vault.

A thin, CI-gated evaluation gate for RAG & LLM systems: golden set, LLM-judge (or heuristic) scorers, and band-based quality gates.

Boruna: a deterministic, capability-safe programming language and framework for LLM-native applications