A free course on machine learning for cybersecurity and the security of machine learning, with lessons, runnable labs, exercises and quizzes. By Dr. Ali Al Bataineh, Higher Colleges of Technology.

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory via SQLite + FTS5, and enforces routing across 17 platforms through MCP + hooks. Works with Claude Code, Gemini CLI, VS Code Copilot, OpenCode, Codex CLI.

Carefully human hand written llm jailbreaks for the latest models that are available on the market. GPT-6 Astra, GPT-6.1 SoL, Opus 4.7, Opus 4.6, Sonnet 4.6, Haiku 4.5, Deepseek V4, Deepseek Flash, DeepSeek V4.1 Pro / Flash, Qwen 3.8 MAX, Qwen 3.8 Omni-Flash, Qwen 3.7 etc

A benchmark for AI agents as teammates. Paper: https://arxiv.org/abs/2611.02633

MCP server for Apple Developer Documentation: API reference, Human Interface Guidelines, App Store Connect Help, sample code and 1,700 WWDC sessions with transcripts and code. A fork of Apple Docs MCP.

Local gateway that routes coding-agent tool decisions through Jev and can attach a read-only advisor (GPT or Claude).

三菱 PLC 编程与工程助手。 MCP server and AI workbench for Mitsubishi PLC programming with GX Works2. Generate Ladder and Structured Text, edit native FBD, and review versioned projects with CPU-aware RAG and diagnostics.

AI-native, mixed-reality, self-evolving open world engine. 11-layer architecture, 5 platforms (PC / Mobile / Web / AR / BCI-reserved).

train your own chatbot from scratch on a mac

Use your favorite coding agents together in a single AI IDE. Run parallel agents, automate multi-agent workflows, and get an integrated terminal, browser, and mobile app.

See when Claude Code, Codex, OpenCode or pi need you, and answer from the Mac notch. Free, open source, local-only.

端到端智能体平台：把本机的 AI Agent 变成人人可用的 Web 产品（Vue 3 + Flask + Go WS 网关 + Docker 部署）

Open-source AI studio for short dramas, short videos and product ads: one-line idea → script, cast, storyboard, video, voice, edit. Self-hosted. | AI 短剧/短视频工坊

🤖 基于 Python 的智能 3C 选购助手，融合多 Agent 协作、ReAct、RAG 混合检索与个性化记忆，助力智能选购决策。

AI 驱动的量化分析平台（开源版）：因子分析 / 选股 / 多因子轮动回测 / 模型实验室 / 自动因子挖掘 · Qlib + Alpha158 + FastAPI + Vue3

⚖️ Kadı — a calibrated judge in front of your frontier LLM. Routine decisions answered locally with a conformal-prediction guarantee (≤ α disagreement with the oracle); everything else escalated and learned from. Zero-dependency Python.

DSH 防退化套件｜不止打断，还会清创：把退化的思考块从模型可见历史里折叠掉，下一轮不再回传。复读分两型——A 型同一句死磕、B 型短句轮换（最难抓，实测英文 8 块全漏）。两个插件一套闭环，缺一个都会漏。

Help individuals and teams understand their prompting habits and improve how they work with AI coding agents. Get specific insights into prompt clarity, context, rework, outcomes and wasted effort, plus security flags. Bring your own LLM, no SaaS.

Technical notes, code, and experiments to study neural networks from first principles.

Illustrated comic-style cheat sheets for ML, LLMs, AI safety, LeetCode and Git, plus a SwiftUI study app (Panels) to read them and quiz yourself.

Self-hosted Google Analytics alternative that reads your server access log: real people, AI assistants, crawlers, bots and the scanners probing your site, which JavaScript analytics never see. Leads and revenue by source. Every figure counted twice. No cookies, no third-party script. Python, SQLite, Docker.

AI 模拟面试官：每条扣分都强制引用你回答的逐字原文（机器校验，编造引用会被重试/丢弃），四维度加权由确定性代码计算而非模型现编，评分体系设计为可经真人盲评校准 · FastAPI + Vue3 + LangGraph

开源可私有化的用户行为分析。Self-hosted user behavior analytics on ClickHouse and ClkLog. Events, funnels, retention, dashboards. AGPL-3.0.

Use a PackyCode (PackyAPI) API key in DeepSeek Harness: built-in multi-protocol model route, ordered API-key rotation, and balance display

A self-organizing swarm of AI agents with no leader: shared task board, git workspace, agents that write their own MCP tools, and the swarm itself as an MCP server for Claude Code.