The Agent Loop: A Survey of Control Strategies, Skills, and Harnesses for LLM Agents

Collects 75 real AI agent setups, 20 that people made money with, each with source, prompt, and steps.

The benchmark paper for evaluating LLMs as agents across diverse environments.

Collects sourced playbooks for real agent jobs with prompts, steps, human checkpoints and known failures.