Scaling the Safety Net: Our Journey into Phase 2...

Welcome back to the AutoLearn development blog. Following our deep-dive into the "Seed Phase" research where we mapped the vulnerabilities of the gig economy, we have officially transitioned into Phase 2: The Scale Phase. In this stage of the Guidewire DevTrails 2026 Hackathon, the simulation shifts from empathy-mapping to high-stakes execution. We are no longer just building a project; we are running a virtual startup where technical debt and financial "Burn" have real consequences. 1. The Star