cerbug45

Lightweight helper to enforce TDD-style loops for non-deterministic agents.

Python library offering file handling, text extraction, data conversion, utilities, memory storage, and validation tools for AI agent workflows.

Provides end-to-end encrypted, authenticated, and forward-secret messaging between AI agents with cryptographic identities and tamper-proof delivery.