Agent design patterns

2025 ended with Meta buying Manus for over $2b and Claude Code reaching a $1B run rate . Here I explore common design patterns across these and other popular agents based on many of my favorite blogs, papers, and posts. We are getting closer to long-running autonomous agents. @METR_Evals reports that agent task length doubles every 7 months . But one challenge is that models get worse as context…