Links: Addy Osmani: Loop Engineering https://
addyosmani.com/blog/loop-engi
neering/
… Anthropic: Building Effective Agents https://
anthropic.com/engineering/bu
ilding-effective-agents
… Anthropic: When AI Builds Itself https://
anthropic.com/institute/recu
rsive-self-improvement
… Measuring Agents in Production (arXiv 2512.04123) https://
arxiv.org/abs/2512.04123 Effective Strategies
Links to resources on loop engineering and AI agents
By
–