A PRACTICAL GUIDE TO HILL CLIMBING

Summary from the TLDR Dev newsletter

Cline, an AI coding agent, initially lagged competitors like Cursor and Claude Code. Its developers started hill climbing, which involved iteratively running the agent against the Terminal Bench's 89 real-world coding tasks, diagnosing failures, and implementing targeted fixes. Through this process, Cline's success rate improved from 47% to 57%.