AI Daily Digest · 2026-07-16
🔬 New AI Craft
1. Autonomous Red Teaming Platform
T3MP3ST introduces a multi-agent offensive security meta-harness enabling AI agents to autonomously execute red team operations. Unlike traditional manual red teaming, this platform uses multi-agent coordination to automatically discover vulnerabilities and formulate attack strategies, significantly improving security testing coverage and efficiency.
https://github.com/elder-plinius/T3MP3ST
2. AI-Native Company Operating Framework
OpenOPC presents the "AI Native Company" concept — self-built, self-run, self-grown company architecture. The framework includes AI-driven business process design, automated operational decisions, and growth strategies, providing entrepreneurs with a complete blueprint for building AI companies.
https://github.com/HKUDS/OpenOPC
🛠️ Tools & Tips
1. One-Click Markdown to WeChat HTML
gzh-design-skill converts Markdown to polished HTML ready for direct paste into WeChat official account editor, featuring 6 themes and theme generator.
https://github.com/isjiamu/gzh-design-skill
2. iOS/Android Device AI Automation
sim-use gives AI agents "eyes and hands" on iOS Simulator and Android devices, supporting UI recognition and automated operations for direct mobile app control.
https://github.com/lycorp-jp/sim-use
3. Windows Copilot Reverse-Engineered API
Reverse-engineered Windows Copilot into OpenAI-compatible API, accessing GPT-4 and GPT-5 models through simple REST interface.
https://github.com/sums001/Windows-Copilot-API
4. AI Agent Persistent Memory System
Recall provides Claude Code with persistent memory capabilities, running entirely offline to avoid token waste from re-explaining project context every session.
https://github.com/raiyanyahya/recall
⭐ Open Source Highlights
1. Scientific Research AI Workbench
Two open-source scientific research platforms launched: openscience and open-science, providing local-first, model-agnostic AI research workbenches for macOS, Windows, and Linux.
https://github.com/synthetic-sciences/openscience
2. Universal SaaS Auth Gateway
open-connector connects 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI interfaces.
https://github.com/oomol-lab/open-connector
3. AI Agent Apprenticeship Ecosystem
agent-apprenticeship builds an ecosystem where AI agents complete tasks through workflow loops and improve through iterative execution.
https://github.com/Forsy-AI/agent-apprenticeship
📰 Industry News
1. Stripe and Advent make joint offer to acquire PayPal
2. Personal trading research AI agent Vibe-Research focuses on Chinese/US/HK stock analysis
🚀 Major Releases
1. Philippines' Thinking Machines releases open-weights model Inkling
2. xAI open-sources Grok Build system
