Swenest

Swenest stands out with real merged GitHub PRs as tasks, not artificial problems, symptom-only descriptions; users find the cause themselves, progressive AI hints that guide without spoiling, AI judge grading against the actual merged fix and XP-gated difficulty progression. Most platforms don't train navigating unfamiliar, real-world codebases with structured guidance with a gamified platform.