A debate-native, multi-agent AI framework for evidence-based reasoning with structured argumentation, decision-theoretic planning, and full provenance tracking. ARGUS implements the Research Debate...
BiasClear is open-source structural persuasion detection infrastructure for the AI ecosystem. It audits text for rhetorical manipulation patterns such as manufactured consensus, authority substitut...
Hydra is the Trust Control Plane for AI development: an open source CLI (hyctl), written in Go, that discovers every AI model on your machine — CLI coding agents, API keys, local servers — scor...
Wring is a whole-message cipher; Twistree is a keyed hash function with a double-tree construction. Both use the same key schedule and three same of the four round steps.
AI coding agents run shell commands, edit files and call third-party tools hundreds of times an hour, largely unattended. What they actually did is recorded nowhere by default. The agent transcript...
A cross-platform file copier for people who move large amounts of data: backups to USB drives and NAS boxes, server-to-server migrations, and scheduled jobs. It reads files in physical disk order ...
PALA-1 is an open byte-level wire format for append-only, hash-chained, selectively disclosable logs. A chain verifies offline and without the decryption key: bodies are checked against their diges...
agent-cage is a standalone, fail-closed safety library for AI agents, written in Python and released under the MIT license with no dependencies outside the standard library. A single guard() call r...