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High-Potential
Python
🛡️ Bernstein: Audit-Grade Orchestration for Coding Agents
394 stars42 forksPython
agent-frameworkagent-orchestratoragentic-aiai-agentsai-codingaideranthropicclaude-codecli-toolcodex-clicoding-agentdeterministic-scheduler
While CLI-based AI coding tools like Aider and Claude Code offer massive productivity boosts for developers, they often present a black box that makes enterprise compliance teams nervous. Bernstein is designed specifically to solve this visibility and security problem.
Written in Python, it acts as a multi-agent orchestrator supporting over 40 different CLI coding agents. Instead of focusing on making the AI smarter, it focuses on making its actions verifiable. It features HMAC-chained audit logs, signed agent cards, and artifact lineage tracking, and it can be deployed in air-gapped environments.
In short, it bridges the gap between developer velocity and enterprise governance. For organizations operating in highly regulated industries that want to adopt AI coding assistants, this project explores the necessary infrastructure to make that adoption compliant.