🤖 Causari: Traceability of AI Agent Actions in Code
Causari has been introduced, a tool that links file changes to specific prompts, the models used, and reasoning chains via a content-based join mechanism. The project supports the Crovia Seal protocol to create cryptographic receipts for every model response.
🌍 It solves the "black box" problem in agentic programming, enabling auditing, prompt debugging, and risk management through verifiable action logs.
👤 It allows developers to understand not only what the AI changed, but also why, turning chaotic code editing into a controlled process with rollback capabilities.
Source 1: https://github.com/croviatrust/causari