

2025 Year in review of all the projects I built this year (some open-source, some private) 1. Water: a multi-agent orchestration framework that works with any agent framework 2. Orion: an AEO product to measure and improve your visibility on LLMs 3. BYOM: a portable "memory USB" for LLMs where you fully own your data 4. Kago: a CLI tool to find security loopholes in agentic systems 5. Real-world LLM apps: a collection of production-grade agentic systems 6. Browser automation tool: control your browser using natural language (similar to browser-use)















