Students at Quesma's token economics hackathon analyzed coding-agent transcripts to identify wasted tokens and inefficiencies, investigating topics like agent loops and prompt phrasing. The event reflects how hackathons have evolved from Facebook's move-fast culture to addressing AI-era challenges, with participants using real datasets to develop insights on token optimization and AI behavior.