octochains

About

Octochains is a lightweight Python framework for parallel, and isolated multi-agent reasoning and consensus. It is purpose-built for complex, decomposable tasks that require independent, multi-perspective analysis without logical contamination.

Unlike traditional sequential agent chains where models bias each other through shared chat histories, Octochains executes domain specialists in Parallel Isolated Threads. Every angle of a high-stakes decision, from clinical diagnostics to financial risk and legal audits, is evaluated in pristine isolation before being synthesized by a centralized verification layer.

Standard multi-agent frameworks suffer from Cognitive Tunnel Vision and…