Autonomous-ai

A deep dive into Microsoft's RD-Agent framework — the first multi-agent system that automates the full quant research pipeline from hypothesis generation to backtesting, achieving 2x higher annualized returns than classical factor libraries while using 70% fewer factors.

A deep dive into OpenClaw's architecture — how it runs persistent AI agents across messaging platforms with lane-based queuing, session persistence, context compaction, and a built-in heartbeat system for proactive monitoring.