Composable agent runtime with enforced isolation boundaries
AI coding agents should work in attempts, not your working tree
Pi Agent 扩展，强制实现主/子 agent 完全隔离：独立进程、独立提示词、独立 skills、独立工具。主 agent 负责规划，子 agent 独立执行。
A workspace workflow tool for AI coding agents. Supports Git worktrees and jj workspaces, with fast isolated environment creation using ReFS block cloning on Windows.
MetaClaw fork: self-hosted GPU training (GRPO + LoRA + vLLM), per-agent skill isolation, multi-agent mode routing, training engine bug fixes. Train your AI agent on your own A100s. No cloud dependency.
Hands-on labs to reproduce real-world AI agent security exploits and compare isolation strategies: Docker containers vs micro-VMs
AI Agent Data Isolation System A universal framework to prevent data contamination in AI agent environments using vector databases. This system safeguards data integrity by detecting and filtering AI-generated content, applying session-based isolation, and preserving original data through configurable contamination detection patterns.
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