6 projects
sec-guardrails
Defensive 7-layer runtime guardrails gateway for the Odysseus agent
textgraph-kg
Turn any textual corpus into a queryable, byte-cited knowledge graph. Deterministic & local-first by default, explored in an interactive graph studio, with link prediction, Datalog rule reasoning, and opt-in LLM extraction, grounded answer synthesis, and semantic (embedding) search.
weighted-emergent-bias
A runtime circuit-breaker for the Degeneration-of-Thought (DoT) problem in multi-agent LLM systems.
llm-compounding-wiki
A self-healing local-LLM wiki that compounds your documents across working, episodic, semantic, and procedural memory tiers.
semantic-entropy-gate
Detect LLM confabulation with semantic entropy (Farquhar et al., Nature 2024) and gate agent actions on it.
trajectory-causal-attribution
Record AI agent trajectories and find which step caused a failure via counterfactual step-ablation replay.
