Algorithm powering the For You feed on X

A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.

A docker-compose like tool for Apple Container

The headless browser for AI agents and web scraping

Autonomous Assumed Breach Penetration-Testing Active Directory Networks

Cybersecurity AI (CAI), the framework for AI Security

ForgeArmory provides TTPs that can be used with the TTPForge (https://github.com/facebookincubator/ttpforge).

Ares is an autonomous security operations platform where LLM-driven red and blue team agents operate against each other on live infrastructure, enabling realistic evaluation of attack and defense.

100% private on-device voice models for speech-to-text and meeting transcription on macOS

An Open-Ended Embodied Agent with Large Language Models

A robust framework to benchmark LLMs specifically for penetration testing use-cases, offering a significant leap forward in the security assessment process.

This repo contains the codes of the penetration test benchmark for Generative Agents presented in the paper "AutoPenBench: Benchmarking Generative Agents for Penetration Testing". It contains also …

PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.

Capability-based sandboxes with fine-grained policies . Brokering access directly within the agent's operating context, with zero setup and zero latency

Production focused Self-harnessed LM runtime (RLM) that allows the LM to call its sub-lm with DSPy signatures. Define your inputs, outputs, and tools — the model handles its own control flow. Get f…

Windows Analysis and Research Toolkit

The repository of Pentest-R1: Towards Autonomous Penetration Testing Reasoning Optimized via Two-Stage Reinforcement Learning.

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

Harbor is a framework for running agent evaluations and creating and using RL environments.

Memory library for building stateful agents

⚡ Native MLX Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, MACOS + iOS iPhone app.

An egress firewall for untrusted workloads.

Self-host Honcho memory layer for Hermes Agent — OpenRouter + Venice, no code changes