A starter session for participants who want a quick orientation before building at Codefest.

Project-focused guidance on shaping an idea, scoping the work, and turning it into a Codefest submission.

An AI-focused workshop centered on building agents that behave reliably and are easier to trust in practice.

A session on deploying AI systems outside the lab and thinking through robustness under real-world conditions.