Do I need prior AI engineering experience?
No. Challenges are labelled by difficulty, and every brief includes starter resources, scaffolded evals, and community office hours. Start with a beginner track and progress weekly.
How are challenge submissions evaluated?
Each brief bundles automated eval harnesses and checklists. You run the evals locally, upload the logs, and then receive peer review from maintainers before appearing on the leaderboard.
What do I get when I complete a challenge?
You publish a verified build log, earn a shareable certificate, and unlock talent network highlights. Recruiters can see the exact agents, tools, and evals you used.
Still have a question?
Join the community Discord or email us directly. We publish answers publicly whenever possible.