beginner-friendly hackathons for first builds

clear rules, examples, mentor access, a small track and a project idea that can be demoed without deep infrastructure work.

avoid vague agent platforms, multi-sided marketplaces and anything that needs unavailable data to look credible.

yes. use a reliable model API, ship a simple workflow and spend time on the demo rather than custom research.