The agent setup that updates itself. What self-evolving actually means in practice

The article argues that true self-evolving AI agents are practical and "boring": they notice changes, learn, and avoid relearning, unlike theatrical demos. It emphasizes that agent setups decay quickly and must continuously adapt to real-world changes to remain effective.